Transforming instructions for collaborative updates

Information

  • Patent Grant
  • 10133588
  • Patent Number
    10,133,588
  • Date Filed
    Thursday, October 20, 2016
    7 years ago
  • Date Issued
    Tuesday, November 20, 2018
    5 years ago
Abstract
In various example embodiments, a system and method for transforming instructions for collaborative updates are described herein. A group of instructions for an update of an element depicted in a client device version of a user interface are generated. The group of instructions is executed and the group or a subset of instructions are transmitted to a server. The server accepts or rejects the instructions. The server may execute the instructions to update a server version of the element. The server sends accepted instructions to the other or all client devices.
Description
TECHNICAL FIELD

Embodiments of the present disclosure generally relates to the technical field of special-purpose machines that facilitate interactions for transforming instructions that result in a system-wide update to a user interface including computerized variants of such special-purpose machines and improvements to such variants, and to the technologies by which such special-purpose machines become improved compared to other special-purpose machines that handle instructions for a system-wide update (e.g., back-end update). Specifically, the present disclosure addresses systems and methods to transform instructions for the system-wide update of a user interface.


BACKGROUND

Sometimes instructions for updating a user interface conflict with one another. For example, an instruction to perform an update to a user interface may conflict with a further instruction to perform a similar update to the user interface. Conventional systems and methods are often unable to resolve these conflicts. Moreover, some instructions may be delayed during transmission which causes the instructions to be received out of order. Accordingly, conventional systems are unable to handle these conflicts and delays and thus fail to perform a proper update to the user interface.





BRIEF DESCRIPTION OF THE DRAWINGS

Various ones of the appended drawings merely illustrate example embodiments of the present disclosure and cannot be considered as limiting its scope.



FIG. 1 is a block diagram illustrating a networked system, according to some example embodiments.



FIG. 2 is a block diagram illustrating components of a transform system, according to some example embodiments.



FIGS. 3-5 are flowcharts illustrating operations of the transform system in performing a method of transforming instructions for an update, according to some example embodiments.



FIG. 6 is a flowchart illustrating operations of a server side transform system in performing a method of executing transformed instructions, according to some example embodiments.



FIG. 7 is a block diagram that depicts a user interface, according to some example embodiments.



FIG. 8 is a block diagram that depicts a user interface of a client device, according to some example embodiments.



FIG. 9 is a block diagram that depicts a user interface, according to some example embodiments.



FIG. 10 illustrates a diagrammatic representation of a machine in the form of a computer system within which a set of instructions may be executed for causing the machine to perform any one or more of the methodologies discussed herein, according to an example embodiment.





DETAILED DESCRIPTION

The description that follows includes systems, methods, techniques, instruction sequences, and computing machine program products that embody illustrative embodiments of the disclosure. In the following description, for the purposes of explanation, numerous specific details are set forth in order to provide an understanding of various example embodiments of the subject matter discussed herein. It will be evident, however, to those skilled in the art, that embodiments of the subject matter may be practiced without these specific details.


In various example embodiments, a system and method to enable a plurality of devices to make collaborative edits to a user interface are described herein. The user interface is shared among the plurality of devices. In other words, each of the plurality of devices displays a respective local version of the user interface on its screen. In addition to the plurality of devices, a server maintains a database that stores and manages the collaborative edits made by the plurality of devices.


In various example embodiments, one or more elements are depicted in the user interfaces of a plurality of devices. The plurality of devices can collaborate together and make edits to the shared element(s) depicted in the devices' user interfaces. Each device optimistically executes instruction(s) that edit the element(s) depicted in the user interface. In other words, each of the plurality of devices executes one or more instructions that may edit the element(s) depicted under the assumption that there is not a conflicting edit to the element(s) by another device, and each of the plurality of devices send the instructions to a server under the assumption that the instructions will be accepted or executed by the server in its storage and management of its version of the element(s). Once received, the server in some instances may reject or accept the instructions provided from the plurality of devices.


In some instances, the server receives instruction(s) that may conflict with previously received instructions and/or its version of the shared element(s). In the event of a conflict, the server may reject the instruction(s) and may send a notification to the device about the conflict and/or that the instruction(s) were rejected or the device may not receive a confirmation that its instruction(s) were accepted or executed by the server. Accordingly, the client device may undo the instructions on its local version of the user interface.


In some instances, the server may send system-wide instruction(s) that may conflict with local instructions already executed by a client device. Accordingly, the client device may undo the local instructions, execute the system-wide instructions, transform the local instructions, re-execute the transformed local instructions, and/or send the transformed local instructions to the server. In some instances, the system-wide instructions includes instructions received from another client device in communication with the server.


In various example embodiments, the device flags front-end only instructions that do not need to be transmitted or communicated to the server. In some embodiments, the front-end only instructions may comprise one or more changes to the user interface. In some other embodiments, the front-end only instructions comprise commands for changing the display of the user interface. In some other embodiments, the front-end only instructions do not need to be executed by other devices and/or the server. In some other embodiments, the front-end only instructions may change or cause the display of a pop-up menu, context menu, or drop down menu.


In some other embodiments, the front-end only instructions are preceded by and/or followed by other local instructions that are not front-end only instructions. The other local instructions are generated by the client device as instructions for a system-wide update. In some embodiments, the other local instructions may conflict with a system-wide instruction received by the client device. For example, the system-wide instruction performs an update that precedes an update corresponding to the other local instructions generated by the client device. As such, the client device may transform the other local instructions and not transform the front-end only instructions because the front-end only instructions are not affected by the system-wide instructions, the front-end only instructions are not executed on any other device, and/or the device avoids a screen flicker, such as hiding a context menu and re-displaying the context menu.


Example methods (e.g., algorithms) facilitate displaying an update to a user interface, and example systems (e.g., special-purpose machines) are configured to facilitate displaying the update to the user interface. Examples merely typify possible variations. Unless explicitly stated otherwise, structures (e.g., structural components, such as modules) are optional and may be combined or subdivided, and operations (e.g., in a procedure, algorithm, or other function) may vary in sequence or be combined or subdivided. In the following description, for purposes of explanation, numerous specific details are set forth to provide a thorough understanding of various example embodiments. It will be evident to one skilled in the art, however, that the present subject matter may be practiced without these specific details.


With reference to FIG. 1, an example embodiment of a high-level client-server-based network architecture 100 is shown. A networked system 102, in the example forms of a network-based transform system, provides server-side functionality via a network 104 (e.g., the Internet or wide area network (WAN)) to one or more client devices (e.g., client device 110 or client device 116).


The client device (e.g., the client device 110 or the client device 116) may comprise, but is not limited to, a mobile phone, desktop computer, portable digital assistants (PDAs), smart phones, tablets, laptops, multi-processor systems, microprocessor-based or programmable consumer electronics, or any other communication device that a user may utilize to access the networked system 102. In some embodiments, the client device includes components that are used to display information (e.g., in the form of user interfaces). In further embodiments, the client device may comprise one or more of touch screens, accelerometers, gyroscopes, cameras, microphones, global positioning system (GPS) devices, and so forth.


In one embodiment, the networked system 102 is a network-based transform system that causes display of the user interfaces on each of the client devices 110 and 116. Further, one or more portions of the network 104 may be an ad hoc network, an intranet, an extranet, a virtual private network (VPN), a local area network (LAN), a wireless LAN (WLAN), a wide area network (WAN), a wireless WAN (WWAN), a metropolitan area network (MAN), a portion of the Internet, a portion of the Public Switched Telephone Network (PSTN), a cellular telephone network, a wireless network, a WiFi network, a WiMax network, another type of network, or a combination of two or more such networks.


Each of the client devices 110 include one or more applications (also referred to as “apps”) such as, but not limited to, a web browser, messaging application, electronic mail (email) application, or a map application that displays geographic locations and areas. FIG. 1 illustrates, for example, a web client 112 (e.g., a browser that communicates with the Internet), and a client application 114 executing on each of the client devices 110 and 116. Each of the client devices 110 and 116, for example, each displays a local version of a user interface. The user interface may display a spreadsheet, a word processing document, a map of a geographical area, and the like. In various example embodiments, the user interface depicts an element, and the element occupies a section of the user interface. Further, in some instances, each of the client devices 110 and 116 provides instructions for sending updates to server 140. As also shown in FIG. 1, each of the client devices 110 and 116 includes a transform system 118 (e.g., a transform component) that enables the client device 110 or 116 to send local instructions to the server. For example, the transform system 118 enables each of the client devices 110 and 116 to transform one or more instructions. The one or more transformed instructions may then be executed to perform an update to the local version of a user interface. Moreover, the transformed instructions may be sent to a server 140 for acceptance, storage, and/or execution.


A user 106 may be a person, a machine, or other means of interacting with the client device 110 or the client device 116. In example embodiments, the user 106 is not part of the network architecture 100, but interacts with the network architecture 100 via the client device 110 or other means. For instance, the user 106 provides input (e.g., touch screen input or alphanumeric input) to the client device 110 and the input is communicated to the networked system 102 via the network 104. In this instance, the networked system 102, in response to receiving the input from the user 106, communicates information to the client device 110 via the network 104 to be presented to the user 106. In this way, the user 106 can interact with the networked system 102 using the client device 110.


An application program interface (API) server 120 and a web server 122 are coupled to, and provide programmatic and web interfaces respectively to, one or more servers 140. The servers 140 host a server side transform system 150 which may comprise one or more modules, engines, or applications and each of which may be embodied as hardware, software, firmware, circuitry, or any combination thereof. The servers 140 are, in turn, shown to be coupled to one or more database servers 124 that facilitate access to one or more information storage repositories or database(s) 126. In an example embodiment, the databases 126 are storage devices that store information communicated (e.g., updates to a user interface) from the client devices to the server side transform system 150.


The server side transform system 150 likewise provides a number of functions to accept or reject updates and/or perform or facilitate updates to a server version or representation of the shared element(s). The server side transform system 150 may also provide a number of publication functions and services to users 106 that access the networked system 102. While the server side transform system 150 is shown in FIG. 1 to both form part of the networked system 102, it will be appreciated that, in alternative embodiments, the server side transform system 150 may form a service that is separate and distinct from the networked system 102.


In some embodiments, the server side transform system 150 determines whether a received update from a device can be accepted or stored. If the update conflicts with a previously accepted update, the server side transform system 150 may send a rejection notification and/or decline to send a confirmation of acceptance to the device that transmitted the conflicting update. In some embodiments, the server side transform system 150 maintains a local version or representation of the shared element(s), and the server side transform system 150 executes accepted instructions received from the client devices to complete an update. In some example embodiments, the server side transform system 150 stores the completed system-wide update in a database (e.g., database 126).


Further, while the client-server-based network architecture 100 shown in FIG. 1 employs a client-server architecture, the present inventive subject matter is of course not limited to such an architecture, and could equally well find application in a distributed, or peer-to-peer, architecture system, for example.


Any of the systems or machines (e.g., databases, devices, servers) shown in FIG. 1 may be, include, or otherwise be implemented in a special-purpose (e.g., specialized or otherwise non-generic) computer that has been modified (e.g., configured or programmed by software, such as one or more software modules of an application, operating system, firmware, middleware, or other program) to perform one or more of the functions described herein for that system or machine. For example, a special-purpose computer system able to implement any one or more of the methodologies described herein is discussed below with respect to at least FIGS. 3-5, and such a special-purpose computer may accordingly be a means for performing any one or more of the methodologies discussed herein. Within the technical field of such special-purpose computers, a special-purpose computer that has been modified by the structures discussed herein to perform the functions discussed herein is technically improved compared to other special-purpose computers that lack the structures discussed herein or are otherwise unable to perform the functions discussed herein. Accordingly, a special-purpose machine configured according to the systems and methods discussed herein provides an improvement to the technology of similar special-purpose machines (e.g., databases, devices, servers).


As used herein, a “database” is a data storage resource and may store data structured as a text file, a table, a spreadsheet, a relational database (e.g., an object-relational database), a triple store, a hierarchical data store, or any suitable combination thereof. Moreover, any two or more of the systems or machines (e.g., databases, devices, servers) illustrated in FIG. 1 may be combined into a single system or machine, and the functions described herein for any single system or machine may be subdivided among multiple systems or machines (e.g., databases, devices, servers).



FIG. 2 is a block diagram illustrating components of the transform system 118 and components of the server side transform system 150, according to some example embodiments. In various example embodiments, the transform system 118 performs operations that include generating or transforming instructions for an update (e.g., front-end only update or system-wide update). The transform system 118 further performs operations to transmit the update to a server. Moreover, the modules described in FIG. 2 enable the transform system 118 to perform these operations. The transform system 118 is shown as including a generation module 210, an execution module 220, a communication module 230, a transform module 240, a display module 250, and a storage module 260 all configured to communicate with each other (e.g., via a bus, shared memory, or a switch).


The modules described in FIG. 2 enable the server side transform system 150 to accept, reject, store, and/or execute received operations from client devices. The server side transform system 150 is shown as including a communication module 215, a determination module 225, an execution module 235, and a storage module 265 all configured to communicate with each other (e.g., via a bus, shared memory, or a switch).


Any one or more of the components (e.g., modules) described herein may be implemented using hardware alone (e.g., one or more processors of a machine) or a combination of hardware and software. For example, any component described herein may physically include an arrangement of one or more of the processors or configure a processor (e.g., among one or more processors of a machine) to perform the operations described herein for that module. Accordingly, different components described herein may include and configure different arrangements of the processors at different points in time or a single arrangement of the processors at different points in time. Each component (e.g., module) described herein is an example of a means for performing the operations described herein for that component. Moreover, any two or more of these components may be combined into a single component, and the functions described herein for a single component may be subdivided among multiple components. Furthermore, according to various example embodiments, components described herein as being implemented within a single machine, database, or device may be distributed across multiple machines, databases, or devices.


In various example embodiments, the generation module 210 is configured to generate a group of instructions that correspond to an update of an element (e.g., shared element) in a user interface. Examples of the update of the element include: annotating the element depicted in the user interface; moving the element depicted in the user interface; creating the element depicted in the user interface; deleting the element depicted in the user interface; or re-sizing the element depicted in the user interface. Other examples of the update include, but are not limited to: adding text, deleting text, changing a formatting of text, adding columns to a spreadsheet, deleting columns from a spreadsheet, resizing the columns of a spreadsheet, inputting an entry to a spreadsheet, and the like. In various example embodiments, the update is any suitable combination of any of the examples listed above.


The group of instructions may be used to perform a front-end only update of a local version of a user interface, a system-wide update of one or more client devices' user interfaces, or both. For instance, the group of instructions, when executed by an execution module 220, perform one or more front-end only updates and/or one or more system-wide updates of the element in a local version of the user interface (e.g., user interface of the client device). The front-end only update may include a dialogue box or a menu that is displayed on the client device. Moreover, the group of instructions, when executed by a server, perform one or more system-wide updates of the element.


In various example embodiments, the server version of the element(s) is stored in a database (e.g., database 126), and the server version is updated when the group of instructions are executed by the server 140.


In various example embodiments, the execution module 220 is configured to execute the group of instructions for the user interface of the client device. In further example embodiments, the group of instructions are transformed by the transform module 240, as further explained below. Accordingly, the execution module 220 is further configured to execute the transformed group of instructions. In various example embodiments, execution of the group of instructions completes an update of the user interface of the client device.


In various example embodiments, the communication module 230 is configured to receive an indication that a group of one or more instructions conflicts with a system-wide update. In various example embodiments, the communication module 230 is further configured to send or transmit the instructions to the server 140, as further explained below.


In various example embodiments, the transform module 240 is configured to transform the group of instructions. In some instances, the transform module 240 changes a parameter included in the group of instructions. For example, the transform module 240 changes a value of a parameter included in the group of instructions. Moreover, in some instances, the parameter included in the group of instructions corresponds to the property of the element being that is changed by the previous update. For example, the previous update may include moving the element to a new location in the user interface. Further to the example, the group of instructions may include edits to the element at its previous location. Therefore, the group of instructions need to be transformed in order to correct for the new location that resulted from the previous update.


As another example, the previous update may include resizing the element. Further to the example, the group of instructions may include edits to the element that do not factor in the resizing. Therefore, the group of instructions need to be transformed in order to correct for the resizing that resulted from previous update.


In various example embodiments, the display module 250 is configured to cause display of the update of the user interface on the client device. In other words, the display module 250 displays the local version of the user interface on the client device.


In various example embodiments, once the update is completed, the storage module 260 is configured to store the local version of the user interface into a database. Further, the storage module 265 is configured to retrieve the local version of the user interface from the database. The local version of the user interface includes the update of the element that was completed as a result of the execution of the group of instructions.


Referring to the server side transform system 150, in various example embodiments, the communication module 215 is configured to receive the group of instructions from the communication module 230. Moreover, the determination module 225 is configured to determine that the group of instructions conflict with a previous update or a previous group of instructions. For instance, the determination module 225 determines that the group of instructions affect a property of an element in the user interface that was changed by the previous update. Alternatively, the determination module 225 is configured to determine that the group of instructions do not conflict with the previous update. In further example embodiments, the communication module 215 receives a group of instructions transformed by the transform module 240 and the group of instructions do not conflict with the previous update.


In some embodiments, the communication module 215 provides a confirmation that server accepted the group of instructions or a notification that the server rejected the group of instructions. In some embodiments, the communication module 215 accepts the group of instructions but does not provide a confirmation to the sender of the group of instructions.


In various example embodiments, the execution module 235 is configured to execute the group of instructions received from the communication module 230. Execution of the group of instructions completes an update to the server version of the element.


In various example embodiments, the communication module 215 transmits data that causes execution and/or display of the system-wide update to the plurality of devices. The communication module 215 transmits the data through the network (e.g., network 104). As a result, the update to the element (e.g., shared element) appears in the user interface displayed by each of the plurality of devices.


In various example embodiments, the storage module 265 is configured to store the group of instructions and/or the system-wide update into a database. In some instances, the storage module 265 saves the group of instructions and/or server version of the updated element into the database. Further, the storage module 265 is configured to retrieve the group of instructions and/or server version from the database at a later time.


In some instances, the execution module 235 is configured to convert the instructions into a particular scripting language (e.g., compiling the instructions in JavaScript). In some instances, the communication module 215 sends the converted instructions to the plurality of devices. In some instances, the storage module 265 stores the converted instructions into the database.


Referring back to FIG. 1, the transform system 118 is configured to receive a request, from a user of the client device, to display a front-end only update in a user interface of the client device. In other words, the front-end only update does not get communicated to the server. In some instances, the front-end only update is a dialog box or a menu that is displayed in the user interface the requesting device (e.g., client device 110). In some instances, the front-end update is changing an appearance of an element that is displayed in the user interface of the requesting device (e.g., client device 110).


In various example embodiments, the generation module 210 is further configured to generate a third group of instructions for an update of a further element depicted in a user interface. Moreover, the further group of instructions comprise one or more front-end only instructions. The front-end only instructions are instructions that cause the front-end only update. In various example embodiments, the generation module 210 is further configured to generate a filtered group of instructions that exclude the front-end only instructions. Accordingly, in some instances, the filtered group of instructions are transmitted to the server by the communication module 230. As stated earlier, the front-end only instructions are not affected by the system-wide instructions. Also, the front-end only instructions are not executed on any other device. Therefore, these front-end only instructions are not transmitted to the server by the communication module 230.


In various example embodiments, the transform system 118 is configured to apply a flag that indicates instructions that are used by the execution module 220 to perform the front-end only update and therefore do not need to be communicated by the communication module 230 to the server. The instructions for the front-end only update are generated by the client device. Moreover, the flag is applied in order to prevent the instructions for the front-end only update from being sent to the server. In some embodiments, the transform module 240 may not execute instructions for front-end only updates to resolve conflict(s) between local updates and system-wide updates.



FIG. 3-5 are flowcharts illustrating operations of the transform system 118 in performing a method 300 of transforming instructions for an update, according to some example embodiments. Operations in the method 300 may be performed in part or in whole by components of transform system 118, which can be embodied either in whole or in part in one or more client devices (e.g., client device 110, client device 116) of the networked system 102 using components described above with respect to FIG. 2. Accordingly, the method 300 is described by way of example with reference to the transform system 118. However, it shall be appreciated that at least some of the operations of the method 300 may be deployed on various other hardware configurations or be performed by similar components residing elsewhere in the client-server-based network architecture 100. Therefore, the method 300 is not intended to be limited to the transform system 118. As shown in FIG. 3, the method 300 includes operations 310, 320, 330, 340, 350, and 360.


At operation 310, the generation module 210 generates a group of instructions for an update of an element depicted in a user interface. In some instances, the group of instructions, when executed by the execution module 220, perform a front-end only update of an element depicted in a user interface of the client device. In further embodiments, the group of instructions are also usable by the server 140 to perform a system-wide update to an element. In various example embodiments, the group of instructions are generated by or originate from a client device (e.g., client device 110, client device 116). As stated earlier, the server version of the element and/or group of instructions are transmitted to the one or more client devices. In other words, the one or more client devices are viewing the server version of the element and/or have executed the group of instructions sent by the server.


The element exhibits several properties. For example, the element occupies a location or a section of the user interface (e.g., element location). In other words, the element appears at the element location in the user interface. In various example embodiments, the element also displays information at the element location in the user interface. In other example embodiments, the element corresponds to a certain size. The location of the element, the information displayed by the element, and the size of the element are each examples of a property exhibited by that element.


As stated earlier, the user interface displays a spreadsheet, a word processing document, a map of a geographical area, or the like. As a result, in the case of the spreadsheet, the element is a cell from the spreadsheet that displays a value. In the case of the word processing document, for example, the element is a word or a letter that appears at a specific line in the word processing document. In the case of the geographical area, for example, the element is an object that is depicted in the geographical area. Further, the object depicted in the geographical area may correspond to real-life objects (e.g., buildings, vehicles, structures, or personnel) that are present in the geographical area. The object depicted in the geographical area may also correspond to events that take place within the geographical area.


Examples of the update of the element include: annotating the element depicted in the user interface; moving the element depicted in the user interface; creating the element depicted in the user interface; deleting the element depicted in the user interface; or re-sizing the element depicted in the user interface. In various example embodiments, the update is a suitable combination of any of the examples listed above.


In some instances, the update includes adding additional information to the information already displayed at the element location in the user interface. In some instances, the element depicted in the user interface is moved, therefore changing the element location. In some instances, a new element is generated or created in the user interface.


At operation 320, the execution module 220 executes the generated group of instructions. As a result, a local update of the element is shown in a user interface of the client device that generated the group of instructions. Moreover, at operation 320, the communication module 230 transmits the generated group of instructions to a server (e.g., server 140) in order to propagate the update of the local version of the user interface to the server and then to the other client devices.


At operation 330, the communication module 230 receives an indication and/or fails to receive a confirmation that the group of instructions conflicts with a previous system-wide update that corresponds to instructions previously accepted, stored, and/or executed by a server (e.g., server 140). In further instances, the communication module 230 receives, from the server, a second group of instructions for a second update of the element, as further explained below with in the description of FIG. 4.


At operation 340, the communication module 230 determines that a received group of instructions from the server conflict with instructions previously executed by the client device in a local update. As further explained below, the indication received may include a notification from the server 140.


In various example embodiments, the group of instructions conflicts with a previous system-wide update of an element. The conflict occurs because the generated group of instructions changes or modifies a property of the element that was also affected by the previous update. For example, the previous update may include instructions to move the element to a new location. Further to the example, the generated group of instructions may include edits to the element at its previous location. Therefore, the generated group of instructions need to be undone (e.g., reversed) or transformed in order to correct for the new location that resulted from execution of instructions corresponding to the previous update.


At operation 350, the transform module 240 transforms the generated group of instructions by changing one or more parameters included in the group of instructions. The parameter applied to the group of instructions may pertain to the property of the element that was changed by the previous system-wide update. For example, the parameter may indicate the element location, or the element size.


At operation 360, the execution module 220 executes the transformed group of instructions. As a result, a transformed update of the element is shown in a user interface of the client device that generated the group of instructions. At operation 360, the communication module 230 transmits the transformed group of instructions to the server (e.g., server 140) in order to propagate the transformed update of the user interface of the client device to the server and other client devices. The other client devices may execute and/or display the transformed update on their respective user interfaces.


In other example embodiments, transform system 118 only performs steps 310, 320, and 330. In other instances, transform system 118 further undoes (e.g., reverses, cancels, perform an inverse operation) the generated group of instructions.


As shown in FIG. 4, the method 300 may include one or more of operations 322, 324, 332, and 334.


At operation 322, the communication module 230 receives the instructions previously accepted, stored, and/or executed by the server. In some instances, the instructions previously accepted, stored, and/or executed by the server conflict with the group of instructions. As stated previously, the group of instructions are generated by and originated from a client device among the one or more devices (e.g., group of devices). In other words, the instructions previously accepted, stored, and/or executed may be a second group of instructions for a second update of the element (e.g., shared element). In various example embodiments, the instructions are received as part of a notification.


At operation 324, the communication module 230 determines that the group of instructions conflicts with a previous system-wide update. The instructions previously accepted, stored, and/or executed by the server (e.g., second group of instructions) corresponds to a previous system-wide update and thus conflicts with the group of instructions. Since the client device did not receive the second update prior to generating the group of instructions, the group of instructions may be generated based on an incorrect version of one or more elements of the user interface (e.g., a previous state of a shared element in the user interface). In this regard, execution of the second group of instructions synchronizes the client device's version of the elements so that it is consistent with the server version and/or other client devices. In various example embodiments, the previous state of the shared element is a state of the shared element prior to the previous system-wide update to the shared element.


In some instances, the previous instructions are configured (e.g., programmed) to be executed prior to the group of instructions. For instance, the second group of instructions may be generated or programmed based of a state of the element prior to an update from the first group of instructions. However, the second group of instructions are received from the server after the first group of instructions are executed.


At operation 332, the execution module 220 revokes (e.g., resizing an element by 0.5 after resizing the element by 2, moving an element by 100 pixels to the left after moving the element by 100 pixels to the right, deleting text after inserting the text, adding a column after removing a column, removing a value after adding a value, redrawing a feature of an element after it has been deleted) the execution of the group of instructions in response to the conflict. The result of the revocation effectively causes a roll back of the update of the element depicted in the user interface of the client device. As stated earlier, examples of the update of the element include: annotating the element depicted in the user interface; moving the element depicted in the user interface; creating the element depicted in the user interface; deleting the element depicted in the user interface; or re-sizing the element depicted in the user interface. In various example embodiments, the update is a suitable combination of any of the examples listed above.


At operation 334, the execution module 220 executes the instructions previously accepted, stored, and/or executed by the server (e.g., the second group of instructions) received at the operation 330. Execution of the previous instructions performs an update that takes precedence before the update corresponding to the first group of instructions generated at the operation 310. Once the instructions previously accepted, stored, and/or executed by the server are executed, the first group of instructions, as is and/or transformed, can be appropriately executed thereafter.


As shown in FIG. 5, the method 300 may include one or more of operations 370, 372, 374, 376, and 378. Further, each of the operations 372, 374, 376, and 378 may be performed as part of the operation 370.


At operation 370, the display module 250 is configured to cause display of the update to a user interface of the client device. In various example embodiments, the update includes any suitable combination of the operations 372, 374, 376, and 378.


At operation 372, the display module 250 is configured to cause display of an annotation to the element. As stated previously, the update may include annotating the element with additional information. Therefore, the display module 250 transmits data that displays the additional information being used to annotate the element at the element location in the shared interface.


At operation 374, the display module 250 is configured to cause display of a movement of the element. As stated previously, the update may include moving the element to a new location in the local version of the user interface. Alternatively, the update also may include moving the element from the user interface to a further user interface. For example, the update moves an object from a first geographical area to a second geographical area. As another example, the update moves a value from a first cell in the spreadsheet to a second cell in the spreadsheet. As a further example, the update copies and pastes text from a first line in a word processing document to a second line in the word processing document.


At operation 376, the display module 250 is configured to cause display of a creation of the element. The group of instructions in some instances causes a new element to be created in the user interface (e.g., a new object in the geographical area, a new value, or new text). Accordingly, the display module 250 is configured to cause display of the new element in the user interface.


At operation 378 the display module 250 is configured to cause display of a resizing of the element. For instance, the group of instructions may cause the object to be resized. As a result, the display module 250 causes display of the resizing in accordance with the group of instructions. Resizing the element may include changing borders of the object depicted in the geographical area. Resizing the element also includes increasing or decreasing a font size.



FIG. 6 is a flowchart illustrating operations of a server side transform system 150 in performing a method 600 of accepting, storing and/or executing transformed instructions, according to some example embodiments. As shown in FIG. 6, the method 600 includes operations 610, 620, 630, 640, and 650.


At the operation 610, the communication module 215 receives a group of instructions from the communication module 230 of the transform system 118. As stated previously, the group of instructions are transmitted from the transform system 118 during the operation 320 of FIG. 3.


At the operation 620, the determination module 225 determines that the group of instructions conflict with a previous update. In various example embodiments, the previous update is received from another client device that communicates with the server side transform system 150. Moreover, the previous update may affect a property of the element which is also operated on by the group of instructions. In further embodiments, the determination module 225 may determine that the group of instructions do not conflict with a previous update.


At the operation 630, the communication module 215 transmits an indication that the group of instructions conflict with the previous update. In alternative embodiments, the communication module 215 may not transmit any indication of a conflict and the client device does not receive a confirmation of acceptance by the server within a predetermined period. As stated previously, the indication may be received by the transform system 118 at the operation 330 of FIG. 3.


At the operation 640, the communication module 215 receives a transformed group of instructions from the transform system 150. As stated previously, the transformed group of instructions are transmitted from the transform system 118 during the operation 360 of FIG. 3. At the operation 650, the execution module 235 accepts, stores and/or executes the transformed group of instructions.



FIG. 7 is a block diagram that depicts a user interface, according to some example embodiments. The user interface 700 is displayed on each of a plurality of devices. Also included in the user interface is an object 702 and a description 704. The object 702 and the description 704 are elements that can each be updated by a device among the plurality of devices. Moreover, the description 704 includes information that is used to describe the object 702.


As shown in the user interface 700, the description 704 includes a button 706 that is selectable to edit the description. Selection of the button 706, in some instances, causes a request to be sent to the generation module 210. The request, in some instances, is a request to display a front-end only update on a client device. Although a button is shown in FIG. 7, in some instances, the description 704 itself can function as a trigger that is selectable to edit the description.



FIG. 8 is a block diagram that depicts a user interface of a client device, according to some example embodiments. The user interface 800 is displayed on a specific client device that is used to select the button 706 of FIG. 7. The user interface 800 includes an object 802, a description 804, and a dialogue box 806. The object 802 and the description 804 both appear dotted to indicate that they are currently capable of being edited by the specific client device. In some example embodiments, the dotted lines are only displayed on the specific client device that is being used to edit the object 802 and the description 804. In other words, the appearance of the dotted lines is a front-end only update to the user interface 800 of the specific client device. The dialogue box 806 is also a front-end only update to the user interface 800 where a user of the client device can enter an annotation to the description 804. In various example embodiments, elements in the user interface 800 does not match the server version of the elements.



FIG. 9 is a block diagram that depicts a user interface, according to some example embodiments. The user interface 900 is displayed on each of a plurality of devices. Moreover, the user interface 900 includes an object 902 and a description 904. The user interface 900, in some example embodiments, displays one or more system-wide updates of the object 902 and of the description 904. As shown in FIG. 9, the description 904 includes the edits that were made by the user in the dialogue box 806 of FIG. 8. As also shown in FIG. 9, the system-wide updates include movement of the object 902 and the description 904 and an increase in the font size of the information in the description 904. These system-wide updates are displayed by the display module 250 in each of the plurality of devices viewing the user interface. In various example embodiments, elements in the user interface 900 do not matches the server version of the elements.


Modules, Components, and Logic


Certain embodiments are described herein as including logic or a number of components, modules, or mechanisms. Modules may constitute either software modules (e.g., code embodied on a machine-readable medium) or hardware modules. A “hardware module” is a tangible unit capable of performing certain operations and may be configured or arranged in a certain physical manner. In various example embodiments, one or more computer systems (e.g., a standalone computer system, a client computer system, or a server computer system) or one or more hardware modules of a computer system (e.g., a processor or a group of processors) may be configured by software (e.g., an application or application portion) as a hardware module that operates to perform certain operations as described herein.


In some embodiments, a hardware module may be implemented mechanically, electronically, or any suitable combination thereof. For example, a hardware module may include dedicated circuitry or logic that is permanently configured to perform certain operations. For example, a hardware module may be a special-purpose processor, such as a Field-Programmable Gate Array (FPGA) or an Application Specific Integrated Circuit (ASIC). A hardware module may also include programmable logic or circuitry that is temporarily configured by software to perform certain operations. For example, a hardware module may include software executed by a general-purpose processor or other programmable processor. Once configured by such software, hardware modules become specific machines (or specific components of a machine) uniquely tailored to perform the configured functions and are no longer general-purpose processors. It will be appreciated that the decision to implement a hardware module mechanically, in dedicated and permanently configured circuitry, or in temporarily configured circuitry (e.g., configured by software) may be driven by cost and time considerations.


Accordingly, the phrase “hardware module” should be understood to encompass a tangible entity, be that an entity that is physically constructed, permanently configured (e.g., hardwired), or temporarily configured (e.g., programmed) to operate in a certain manner or to perform certain operations described herein. As used herein, “hardware-implemented module” refers to a hardware module. Considering embodiments in which hardware modules are temporarily configured (e.g., programmed), each of the hardware modules need not be configured or instantiated at any one instance in time. For example, where a hardware module comprises a general-purpose processor configured by software to become a special-purpose processor, the general-purpose processor may be configured as respectively different special-purpose processors (e.g., comprising different hardware modules) at different times. Software accordingly configures a particular processor or processors, for example, to constitute a particular hardware module at one instance of time and to constitute a different hardware module at a different instance of time.


Hardware modules can provide information to, and receive information from, other hardware modules. Accordingly, the described hardware modules may be regarded as being communicatively coupled. Where multiple hardware modules exist contemporaneously, communications may be achieved through signal transmission (e.g., over appropriate circuits and buses) between or among two or more of the hardware modules. In embodiments in which multiple hardware modules are configured or instantiated at different times, communications between such hardware modules may be achieved, for example, through the storage and retrieval of information in memory structures to which the multiple hardware modules have access. For example, one hardware module may perform an operation and store the output of that operation in a memory device to which it is communicatively coupled. A further hardware module may then, at a later time, access the memory device to retrieve and process the stored output. Hardware modules may also initiate communications with input or output devices, and can operate on a resource (e.g., a collection of information).


The various operations of example methods described herein may be performed, at least partially, by one or more processors that are temporarily configured (e.g., by software) or permanently configured to perform the relevant operations. Whether temporarily or permanently configured, such processors may constitute processor-implemented modules that operate to perform one or more operations or functions described herein. As used herein, “processor-implemented module” refers to a hardware module implemented using one or more processors.


Similarly, the methods described herein may be at least partially processor-implemented, with a particular processor or processors being an example of hardware. For example, at least some of the operations of a method may be performed by one or more processors or processor-implemented modules. Moreover, the one or more processors may also operate to support performance of the relevant operations in a “cloud computing” environment or as a “software as a service” (SaaS). For example, at least some of the operations may be performed by a group of computers (as examples of machines including processors), with these operations being accessible via a network (e.g., the Internet) and via one or more appropriate interfaces (e.g., an Application Program Interface (API)).


The performance of certain of the operations may be distributed among the processors, not only residing within a single machine, but deployed across a number of machines. In some example embodiments, the processors or processor-implemented modules may be located in a single geographic location (e.g., within a home environment, an office environment, or a server farm). In other example embodiments, the processors or processor-implemented modules may be distributed across a number of geographic locations.


Example Machine Architecture and Machine-Readable Medium



FIG. 10 is a block diagram illustrating components of a machine 1000, according to some example embodiments, able to read instructions from a machine-readable medium (e.g., a machine-readable storage medium) and perform any one or more of the methodologies discussed herein. Specifically, FIG. 10 shows a diagrammatic representation of the machine 1000 in the example form of a computer system, within which instructions 1016 (e.g., software, a program, an application, an applet, an app, or other executable code) for causing the machine 1000 to perform any one or more of the methodologies discussed herein may be executed. For example the instructions may cause the machine to execute the flow diagrams of FIGS. 3-5. Additionally, or alternatively, the instructions may implement the modules described in of FIG. 2. The instructions transform the general, non-programmed machine into a particular machine specially configured to carry out the described and illustrated functions in the manner described. In alternative embodiments, the machine 1000 operates as a standalone device or may be coupled (e.g., networked) to other machines. In a networked deployment, the machine 1000 may operate in the capacity of a server machine or a client machine in a server-client network environment, or as a peer machine in a peer-to-peer (or distributed) network environment. The machine 1000 may comprise, but not be limited to, a server computer, a client computer, a personal computer (PC), a tablet computer, a laptop computer, a smart phone, a mobile device, a wearable device (e.g., a smart watch), a smart home device (e.g., a smart appliance), other smart devices, a web appliance, a network router, a network switch, a network bridge, or any machine capable of executing the instructions 1016, sequentially or otherwise, that specify actions to be taken by machine 1000. Further, while only a single machine 1000 is illustrated, the term “machine” shall also be taken to include a collection of machines 1000 that individually or jointly execute the instructions 1016 to perform any one or more of the methodologies discussed herein.


The machine 1000 may include processors 1010, memory 1030, and I/O components 1050, which may be configured to communicate with each other such as via a bus 1002. In an example embodiment, the processors 1010 (e.g., a Central Processing Unit (CPU), a Reduced Instruction Set Computing (RISC) processor, a Complex Instruction Set Computing (CISC) processor, a Graphics Processing Unit (GPU), a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Radio-Frequency Integrated Circuit (RFIC), another processor, or any suitable combination thereof) may include, for example, processor 1012 and processor 1014 that may execute instructions 1016. The term “processor” is intended to include multi-core processor that may comprise two or more independent processors (sometimes referred to as “cores”) that may execute instructions contemporaneously. Although FIG. 10 shows multiple processors, the machine 1000 may include a single processor with a single core, a single processor with multiple cores (e.g., a multi-core process), multiple processors with a single core, multiple processors with multiples cores, or any combination thereof.


The memory/storage 1030 may include a memory 1032, such as a main memory, or other memory storage, and a storage unit 1036, both accessible to the processors 1010 such as via the bus 1002. The storage unit 1036 and memory 1032 store the instructions 1016 embodying any one or more of the methodologies or functions described herein. The instructions 1016 may also reside, completely or partially, within the memory 1032, within the storage unit 1036, within at least one of the processors 1010 (e.g., within the processor's cache memory), or any suitable combination thereof, during execution thereof by the machine 1000. Accordingly, the memory 1032, the storage unit 1036, and the memory of processors 1010 are examples of machine-readable media.


As used herein, “machine-readable medium” means a device able to store instructions and data temporarily or permanently and may include, but is not be limited to, random-access memory (RAM), read-only memory (ROM), buffer memory, flash memory, optical media, magnetic media, cache memory, other types of storage (e.g., Erasable Programmable Read-Only Memory (EEPROM)) and/or any suitable combination thereof. The term “machine-readable medium” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, or associated caches and servers) able to store instructions 1016. The term “machine-readable medium” shall also be taken to include any medium, or combination of multiple media, that is capable of storing instructions (e.g., instructions 1016) for execution by a machine (e.g., machine 1000), such that the instructions, when executed by one or more processors of the machine 1000 (e.g., processors 1010), cause the machine 1000 to perform any one or more of the methodologies described herein. Accordingly, a “machine-readable medium” refers to a single storage apparatus or device, as well as “cloud-based” storage systems or storage networks that include multiple storage apparatus or devices. The term “machine-readable medium” excludes signals per se.


Furthermore, the machine-readable medium is non-transitory in that it does not embody a propagating signal. However, labeling the tangible machine-readable medium as “non-transitory” should not be construed to mean that the medium is incapable of movement—the medium should be considered as being transportable from one physical location to another. Additionally, since the machine-readable medium is tangible, the medium may be considered to be a machine-readable device.


The I/O components 1050 may include a wide variety of components to receive input, provide output, produce output, transmit information, exchange information, capture measurements, and so on. The specific I/O components 1050 that are included in a particular machine will depend on the type of machine. For example, portable machines such as mobile phones will likely include a touch input device or other such input mechanisms, while a headless server machine will likely not include such a touch input device. It will be appreciated that the I/O components 1050 may include many other components that are not shown in FIG. 10. The I/O components 1050 are grouped according to functionality merely for simplifying the following discussion and the grouping is in no way limiting. In various example embodiments, the I/O components 1050 may include output components 1052 and input components 1054. The output components 1052 may include visual components (e.g., a display such as a plasma display panel (PDP), a light emitting diode (LED) display, a liquid crystal display (LCD), a projector, or a cathode ray tube (CRT)), acoustic components (e.g., speakers), haptic components (e.g., a vibratory motor, resistance mechanisms), other signal generators, and so forth. The input components 1054 may include alphanumeric input components (e.g., a keyboard, a touch screen configured to receive alphanumeric input, a photo-optical keyboard, or other alphanumeric input components), point based input components (e.g., a mouse, a touchpad, a trackball, a joystick, a motion sensor, or other pointing instrument), tactile input components (e.g., a physical button, a touch screen that provides location and/or force of touches or touch gestures, or other tactile input components), audio input components (e.g., a microphone), and the like.


In further example embodiments, the I/O components 1050 may include biometric components 1056, motion components 1058, environmental components 1060, or position components 1062 among a wide array of other components. For example, the biometric components 1056 may include components to detect expressions (e.g., hand expressions, facial expressions, vocal expressions, body gestures, or eye tracking), measure biosignals (e.g., blood pressure, heart rate, body temperature, perspiration, or brain waves), identify a person (e.g., voice identification, retinal identification, facial identification, fingerprint identification, or electroencephalogram based identification), and the like. The motion components 1058 may include acceleration sensor components (e.g., accelerometer), gravitation sensor components, rotation sensor components (e.g., gyroscope), and so forth. The environmental components 1060 may include, for example, illumination sensor components (e.g., photometer), temperature sensor components (e.g., one or more thermometer that detect ambient temperature), humidity sensor components, pressure sensor components (e.g., barometer), acoustic sensor components (e.g., one or more microphones that detect background noise), proximity sensor components (e.g., infrared sensors that detect nearby objects), gas sensors (e.g., gas detection sensors to detection concentrations of hazardous gases for safety or to measure pollutants in the atmosphere), or other components that may provide indications, measurements, or signals corresponding to a surrounding physical environment. The position components 1062 may include location sensor components (e.g., a Global Position System (GPS) receiver component), altitude sensor components (e.g., altimeters or barometers that detect air pressure from which altitude may be derived), orientation sensor components (e.g., magnetometers), and the like.


Communication may be implemented using a wide variety of technologies. The I/O components 1050 may include communication components 1064 operable to couple the machine 1000 to a network 1080 or devices 1070 via coupling 1082 and coupling 1072 respectively. For example, the communication components 1064 may include a network interface component or other suitable device to interface with the network 1080. In further examples, communication components 1064 may include wired communication components, wireless communication components, cellular communication components, Near Field Communication (NFC) components, Bluetooth® components (e.g., Bluetooth® Low Energy), Wi-Fi® components, and other communication components to provide communication via other modalities. The devices 1070 may be another machine or any of a wide variety of peripheral devices (e.g., a peripheral device coupled via a Universal Serial Bus (USB)).


Moreover, the communication components 1064 may detect identifiers or include components operable to detect identifiers. For example, the communication components 1064 may include Radio Frequency Identification (RFID) tag reader components, NFC smart tag detection components, optical reader components (e.g., an optical sensor to detect one-dimensional bar codes such as Universal Product Code (UPC) bar code, multi-dimensional bar codes such as Quick Response (QR) code, Aztec code, Data Matrix, Dataglyph, MaxiCode, PDF417, Ultra Code, UCC RSS-2D bar code, and other optical codes), or acoustic detection components (e.g., microphones to identify tagged audio signals). In addition, a variety of information may be derived via the communication components 1064, such as, location via Internet Protocol (IP) geo-location, location via Wi-Fi® signal triangulation, location via detecting a NFC beacon signal that may indicate a particular location, and so forth.


Transmission Medium


In various example embodiments, one or more portions of the network 1080 may be an ad hoc network, an intranet, an extranet, a virtual private network (VPN), a local area network (LAN), a wireless LAN (WLAN), a wide area network (WAN), a wireless WAN (WWAN), a metropolitan area network (MAN), the Internet, a portion of the Internet, a portion of the Public Switched Telephone Network (PSTN), a plain old telephone service (POTS) network, a cellular telephone network, a wireless network, a Wi-Fi® network, another type of network, or a combination of two or more such networks. For example, the network 1080 or a portion of the network 1080 may include a wireless or cellular network and the coupling 1082 may be a Code Division Multiple Access (CDMA) connection, a Global System for Mobile communications (GSM) connection, or other type of cellular or wireless coupling. In this example, the coupling 1082 may implement any of a variety of types of data transfer technology, such as Single Carrier Radio Transmission Technology (1×RTT), Evolution-Data Optimized (EVDO) technology, General Packet Radio Service (GPRS) technology, Enhanced Data rates for GSM Evolution (EDGE) technology, third Generation Partnership Project (3GPP) including 3G, fourth generation wireless (4G) networks, Universal Mobile Telecommunications System (UMTS), High Speed Packet Access (HSPA), Worldwide Interoperability for Microwave Access (WiMAX), Long Term Evolution (LTE) standard, others defined by various standard setting organizations, other long range protocols, or other data transfer technology.


The instructions 1016 may be transmitted or received over the network 1080 using a transmission medium via a network interface device (e.g., a network interface component included in the communication components 1064) and utilizing any one of a number of well-known transfer protocols (e.g., hypertext transfer protocol (HTTP)). Similarly, the instructions 1016 may be transmitted or received using a transmission medium via the coupling 1072 (e.g., a peer-to-peer coupling) to devices 1070. The term “transmission medium” shall be taken to include any intangible medium that is capable of storing, encoding, or carrying instructions 1016 for execution by the machine 1000, and includes digital or analog communications signals or other intangible medium to facilitate communication of such software.


Language


Throughout this specification, plural instances may implement components, operations, or structures described as a single instance. Although individual operations of one or more methods are illustrated and described as separate operations, one or more of the individual operations may be performed concurrently, and nothing requires that the operations be performed in the order illustrated. Structures and functionality presented as separate components in example configurations may be implemented as a combined structure or component. Similarly, structures and functionality presented as a single component may be implemented as separate components. These and other variations, modifications, additions, and improvements fall within the scope of the subject matter herein.


Although an overview of the subject matter has been described with reference to specific example embodiments, various modifications and changes may be made to these embodiments without departing from the broader scope of embodiments of the present disclosure. Such embodiments of the subject matter may be referred to herein, individually or collectively, by the term “invention” merely for convenience and without intending to voluntarily limit the scope of this application to any single disclosure or concept if more than one is, in fact, disclosed.


The embodiments illustrated herein are described in sufficient detail to enable those skilled in the art to practice the teachings disclosed. Other embodiments may be used and derived therefrom, such that structural and logical substitutions and changes may be made without departing from the scope of this disclosure. The Detailed Description, therefore, is not to be taken in a limiting sense, and the scope of various embodiments is defined only by the appended claims, along with the full range of equivalents to which such claims are entitled.


As used herein, the term “or” may be construed in either an inclusive or exclusive sense. Moreover, plural instances may be provided for resources, operations, or structures described herein as a single instance. Additionally, boundaries between various resources, operations, modules, engines, and data stores are somewhat arbitrary, and particular operations are illustrated in a context of specific illustrative configurations. Other allocations of functionality are envisioned and may fall within a scope of various embodiments of the present disclosure. In general, structures and functionality presented as separate resources in the example configurations may be implemented as a combined structure or resource. Similarly, structures and functionality presented as a single resource may be implemented as separate resources. These and other variations, modifications, additions, and improvements fall within a scope of embodiments of the present disclosure as represented by the appended claims. The specification and drawings are, accordingly, to be regarded in an illustrative rather than a restrictive sense.

Claims
  • 1. A method comprising: generating, by a client device, a first group of instructions for causing a first modification of an element depicted in a user interface, the user interface being accessible for modification by at least a second client device;executing a front-end update based on the first group of instructions, the front-end update causing the first modification on a local version of the user interface associated with the client device;transmitting the first group of instructions to a server that maintains a listing of modifications to the user interface that are received from at least the client device and the second client device;receiving, from the server, a system-wide update including a second group of instructions for causing a second modification of the element in the user interface, the second modification being different than the first modification, the second group of instructions having been generated based on a state of the element prior to the first modification and having been received by the server from the second client device prior to the server having received the first group of instructions;determining, using one or more processors of the client device, that the first group of instructions conflict with the second group of instructions;in response to determining that the first group of instructions conflicts with the second group of instructions, transforming the first group of instructions based on the second group of instructions, yielding a transformed first group of instructions;executing a front-end update based on the transformed first group of instructions; andtransmitting, to the server, the transformed first group of instructions, the server sending a second system-wide update to at least the second client device, the second system-wide update including the transformed first group of instructions.
  • 2. The method of claim 1, wherein the second group of instructions are received after the execution of the front-end update based on the first group of instruction.
  • 3. The method of claim 1, wherein the second group of instructions are generated by the second device and transmitted to the server by the second client device after the second client device executed a front-end update based on the second group of instructions causing the second modification on a local version of the user interface associated with the second client device.
  • 4. The method of claim 1, further comprising: revoking execution of the front-end update based on the first group of instructions; andexecuting a front-end update based on the second group of instructions.
  • 5. The method of claim 1, further comprising: generating a third group of instructions for causing a modification of a second element depicted in the user interface, wherein the third group of instructions comprise one or more front-end only instructions;executing a front-end only update based on the third group of instructions;generating a filtered group of instructions based on the third group of instructions, wherein the filtered group of instructions excludes the one or more front-end only instructions; andtransmitting the filtered group of instructions to the server, the server sending a third system-wide update to at least the second client device, the third system-wide update including the filtered group of instructions.
  • 6. The method of claim 1, wherein the user interface displays at least one of: a spreadsheet;a geographical area;or a word processing document.
  • 7. The method of claim 1, wherein the first modification includes moving the element from a first position to a second position.
  • 8. A client device comprising: one or more computer processors; andone or more computer-readable mediums storing instructions that, when executed by the one or more computer processors, cause the client device to perform operations comprising: generating a first group of instructions for causing a first modification of an element depicted in a user interface, the user interface being accessible for modification by at least a second client device;executing a front-end update based on the first group of instructions, the front-end update causing the first modification on a local version of the user interface associated with the client device;transmitting the first group of instructions to a server that maintains a listing of modifications to the user interface that are received from at least the client device and the second client device;receiving, from the server, a system-wide update including a second group of instructions for causing a second modification of the element in the user interface, the second modification being different than the first modification, the second group of instructions having been generated based on a state of the element prior to the first modification and having been received by the server from the second client device prior to the server having received the first group of instructions;determining that the first group of instructions conflict with the second group of instructions;in response to determining that the first group of instructions conflicts with the second group of instructions, transforming the first group of instructions based on the second group of instructions, yielding a transformed first group of instructions;executing a front-end update based on the transformed first group of instructions; andtransmitting, to the server, the transformed first group of instructions, the server sending a second system-wide update to at least the second client device, the second system-wide update including the transformed first group of instructions.
  • 9. The client device of claim 8, wherein the second group of instructions are received after the execution of the front-end update based on the first group of instruction.
  • 10. The client device of claim 8, wherein the second group of instructions are generated by the second device and transmitted to the server by the second client device after the second client device executed a front-end update based on the second group of instructions causing the second modification on a local version of the user interface associated with the second client device.
  • 11. The client device of claim 8, the operations further comprising: revoking execution of the front-end update based on the first group of instructions; andexecuting a front-end update based on the second group of instructions.
  • 12. The client device of claim 8, the operations further comprising: generating a third group of instructions for causing a modification of a second element depicted in the user interface, wherein the third group of instructions comprise one or more front-end only instructions;executing a front-end only update based on the third group of instructions;generating a filtered group of instructions based on the third group of instructions, wherein the filtered group of instructions excludes the one or more front-end only instructions; andtransmitting the filtered group of instructions to the server, the server sending a third system-wide update to at least the second client device, the third system-wide update including the filtered group of instructions.
  • 13. The client device of claim 8, wherein the user interface displays at least one of: a spreadsheet;a geographical area;or a word processing document.
  • 14. The client device of claim 8, wherein the first modification includes moving the element from a first position to a second position.
  • 15. A non-transitory computer-readable medium storing instructions that, when executed by one or more computer processors of a client device, cause the client device to perform operations comprising: generating a first group of instructions for causing a first modification of an element depicted in a user interface, the user interface being accessible for modification by at least a second client device;executing a front-end update based on the first group of instructions, the front-end update causing the first modification on a local version of the user interface associated with the client device;transmitting the first group of instructions to a server that maintains a listing of modifications to the user interface that are received from at least the client device and the second client device;receiving, from the server, a system-wide update including a second group of instructions for causing a second modification of the element in the user interface, the second modification being different than the first modification, the second group of instructions having been generated based on a state of the element prior to the first modification and having been received by the server from the second client device prior to the server having received the first group of instructions;determining that the first group of instructions conflict with the second group of instructions;in response to determining that the first group of instructions conflicts with the second group of instructions, transforming the first group of instructions based on the second group of instructions, yielding a transformed first group of instructions;executing a front-end update based on the transformed first group of instructions; andtransmitting, to the server, the transformed first group of instructions, the server sending a second system-wide update to at least the second client device, the second system-wide update including the transformed first group of instructions.
  • 16. The non-transitory computer-readable medium of claim 15, wherein the second group of instructions are received after the execution of the front-end update based on the first group of instruction.
  • 17. The non-transitory computer-readable medium of claim 15, wherein the second group of instructions are generated by the second device and transmitted to the server by the second client device after the second client device executed a front-end update based on the second group of instructions causing the second modification on a local version of the user interface associated with the second client device.
  • 18. The non-transitory computer-readable medium of claim 15, the operations further comprising: revoking execution of the front-end update based on the first group of instructions; andexecuting a front-end update based on the second group of instructions.
  • 19. The non-transitory computer-readable medium of claim 15, the operations further comprising: generating a third group of instructions for causing a modification of a second element depicted in the user interface, wherein the third group of instructions comprise one or more front-end only instructions;executing a front-end only update based on the third group of instructions;generating a filtered group of instructions based on the third group of instructions, wherein the filtered group of instructions excludes the one or more front-end only instructions; andtransmitting the filtered group of instructions to the server, the server sending a third system-wide update to at least the second client device, the third system-wide update including the filtered group of instructions.
  • 20. The non-transitory computer-readable medium of claim 15, wherein the first modification includes moving the element from a first position to a second position.
US Referenced Citations (469)
Number Name Date Kind
4881179 Vincent Nov 1989 A
5241625 Epard Aug 1993 A
5724575 Hoover et al. Mar 1998 A
5826021 Masters et al. Oct 1998 A
5832218 Gibbs et al. Nov 1998 A
5845300 Comer et al. Dec 1998 A
5872973 Mitchell Feb 1999 A
5878434 Draper et al. Mar 1999 A
5897636 Kaeser Apr 1999 A
5966706 Biliris et al. Oct 1999 A
5999911 Berg et al. Dec 1999 A
6006242 Poole et al. Dec 1999 A
6057757 Arrowsmith et al. May 2000 A
6065026 Cornelia et al. May 2000 A
6073129 Levine et al. Jun 2000 A
6094653 Li et al. Jul 2000 A
6101479 Shaw Aug 2000 A
6134582 Kennedy Oct 2000 A
6161098 Wallman Dec 2000 A
6232971 Haynes May 2001 B1
6237138 Hameluck et al. May 2001 B1
6243706 Moreau et al. Jun 2001 B1
6243717 Gordon et al. Jun 2001 B1
6279018 Kudrolli et al. Aug 2001 B1
6304873 Klein et al. Oct 2001 B1
6366933 Ball et al. Apr 2002 B1
6370538 Lamping et al. Apr 2002 B1
6418438 Campbell Jul 2002 B1
6430305 Decker Aug 2002 B1
6463404 Appleby Oct 2002 B1
6510504 Satyanarayanan Jan 2003 B2
6519627 Dan et al. Feb 2003 B1
6523019 Borthwick Feb 2003 B1
6549752 Tsukamoto Apr 2003 B2
6560620 Ching May 2003 B1
6574635 Stauber et al. Jun 2003 B2
6642945 Sharpe Nov 2003 B1
6665683 Meltzer Dec 2003 B1
6745382 Zothner Jun 2004 B1
6850317 Mullins et al. Feb 2005 B2
6944777 Belani et al. Sep 2005 B1
6944821 Bates et al. Sep 2005 B1
6967589 Peters Nov 2005 B1
6976210 Silva et al. Dec 2005 B1
6978419 Kantrowitz Dec 2005 B1
6980984 Huffman et al. Dec 2005 B1
7058648 Lightfoot et al. Jun 2006 B1
7086028 Davis et al. Aug 2006 B1
7111231 Huck et al. Sep 2006 B1
7174377 Bernard et al. Feb 2007 B2
7194680 Roy et al. Mar 2007 B1
7213030 Jenkins May 2007 B1
7392254 Jenkins Jun 2008 B1
7403942 Bayliss Jul 2008 B1
7441182 Beilinson et al. Oct 2008 B2
7441219 Perry et al. Oct 2008 B2
7461158 Rider et al. Dec 2008 B2
7627489 Schaeffer et al. Dec 2009 B2
7627812 Chamberlain et al. Dec 2009 B2
7634717 Chamberlain et al. Dec 2009 B2
7716140 Nielsen et al. May 2010 B1
7725530 Sah et al. May 2010 B2
7725728 Ama et al. May 2010 B2
7730082 Sah et al. Jun 2010 B2
7730109 Rohrs et al. Jun 2010 B2
7739246 Mooney et al. Jun 2010 B2
7757220 Griffith et al. Jul 2010 B2
7761407 Stern Jul 2010 B1
7765489 Shah et al. Jul 2010 B1
7770100 Chamberlain et al. Aug 2010 B2
7814084 Hallett et al. Oct 2010 B2
7877421 Berger et al. Jan 2011 B2
7880921 Dattilo et al. Feb 2011 B2
7912842 Bayliss Mar 2011 B1
7941336 Robin-Jan May 2011 B1
7958147 Turner et al. Jun 2011 B1
7962495 Jain et al. Jun 2011 B2
7962848 Bertram Jun 2011 B2
7966199 Frasher et al. Jun 2011 B1
7984374 Caro et al. Jul 2011 B2
8001465 Kudrolli et al. Aug 2011 B2
8001482 Bhattiprolu et al. Aug 2011 B2
8010507 Poston et al. Aug 2011 B2
8041714 Aymeloglu et al. Oct 2011 B2
8073857 Sreekanth Dec 2011 B2
8108779 Rein Jan 2012 B1
8112425 Baum et al. Feb 2012 B2
8117022 Linker Feb 2012 B2
8126848 Wagner Feb 2012 B2
8185819 Sah et al. May 2012 B2
8191005 Baier et al. May 2012 B2
8225201 Michael Jul 2012 B2
8229902 Vishniac et al. Jul 2012 B2
8290838 Thakur et al. Oct 2012 B1
8302855 Ma et al. Nov 2012 B2
8312367 Foster Nov 2012 B2
8352870 Bailor Jan 2013 B2
8364642 Garrod et al. Jan 2013 B1
8386377 Xiong et al. Feb 2013 B1
8392556 Goulet et al. Mar 2013 B2
8417715 Bruckhaus Apr 2013 B1
8429527 Arbogast Apr 2013 B1
8504542 Chang et al. Aug 2013 B2
8527660 Prasad Sep 2013 B2
8527949 Pleis et al. Sep 2013 B1
8554719 Mcgrew et al. Oct 2013 B2
8601326 Kirn Dec 2013 B1
8620641 Farnsworth et al. Dec 2013 B2
8639552 Chen et al. Jan 2014 B1
8676857 Adams et al. Mar 2014 B1
8682696 Shanmugam Mar 2014 B1
8688573 Rukonic et al. Apr 2014 B1
8732574 Burr et al. May 2014 B2
8798354 Bunzel et al. Aug 2014 B1
8799313 Satlow Aug 2014 B2
8807948 Luo et al. Aug 2014 B2
8812444 Garrod et al. Aug 2014 B2
8838538 Landau et al. Sep 2014 B1
8855999 Elliot Oct 2014 B1
8903717 Elliot Dec 2014 B2
8924388 Elliot et al. Dec 2014 B2
8924389 Elliot et al. Dec 2014 B2
8930331 McGrew et al. Jan 2015 B2
8930874 Duff et al. Jan 2015 B2
8938434 Jain et al. Jan 2015 B2
8938686 Erenrich et al. Jan 2015 B1
8954410 Chang et al. Feb 2015 B2
8984390 Aymeloglu et al. Mar 2015 B2
9009827 Albertson et al. Apr 2015 B1
9043696 Meiklejohn et al. May 2015 B1
9058315 Burr Jun 2015 B2
9092482 Harris et al. Jul 2015 B2
9105000 White et al. Aug 2015 B1
9116975 Shankar et al. Aug 2015 B2
9165100 Begur et al. Oct 2015 B2
9208159 Stowe et al. Dec 2015 B2
9230060 Friedlander Jan 2016 B2
9230280 Maag et al. Jan 2016 B1
9280532 Cicerone et al. Mar 2016 B2
9286373 Elliot et al. Mar 2016 B2
9348499 Aymeloglu et al. May 2016 B2
9348851 Kim May 2016 B2
9348880 Kramer et al. May 2016 B1
20010021936 Bertram Sep 2001 A1
20010051949 Carey et al. Dec 2001 A1
20010056522 Satyanarayana Dec 2001 A1
20020032677 Morgenthaler et al. Mar 2002 A1
20020035590 Eibach et al. Mar 2002 A1
20020091694 Hrle et al. Jul 2002 A1
20020095360 Joao Jul 2002 A1
20020103705 Brady Aug 2002 A1
20020194058 Eldering Dec 2002 A1
20020196229 Chen et al. Dec 2002 A1
20030028560 Kudrolli et al. Feb 2003 A1
20030036927 Bowen Feb 2003 A1
20030061132 Mason, Sr. et al. Mar 2003 A1
20030074187 Ait-Mokhtar et al. Apr 2003 A1
20030088438 Maughan et al. May 2003 A1
20030093401 Czajkowski et al. May 2003 A1
20030093755 O'Carroll May 2003 A1
20030105759 Bess et al. Jun 2003 A1
20030115481 Baird et al. Jun 2003 A1
20030120675 Stauber et al. Jun 2003 A1
20030126102 Borthwick Jul 2003 A1
20030130993 Mendelevitch et al. Jul 2003 A1
20030171942 Gaito Sep 2003 A1
20030177112 Gardner Sep 2003 A1
20030182313 Federwisch et al. Sep 2003 A1
20030212718 Tester Nov 2003 A1
20040003009 Wilmot Jan 2004 A1
20040006523 Coker Jan 2004 A1
20040034570 Davis Feb 2004 A1
20040044648 Anfindsen et al. Mar 2004 A1
20040078451 Dietz et al. Apr 2004 A1
20040083466 Dapp et al. Apr 2004 A1
20040111410 Burgoon et al. Jun 2004 A1
20040117345 Bamford et al. Jun 2004 A1
20040117387 Civetta et al. Jun 2004 A1
20040148301 McKay et al. Jul 2004 A1
20040153451 Phillips et al. Aug 2004 A1
20040205492 Newsome Oct 2004 A1
20040210763 Jonas Oct 2004 A1
20040236688 Bozeman Nov 2004 A1
20040236711 Nixon et al. Nov 2004 A1
20050010472 Quatse et al. Jan 2005 A1
20050028094 Allyn Feb 2005 A1
20050039116 Slack-Smith Feb 2005 A1
20050091186 Elish Apr 2005 A1
20050097441 Herbach et al. May 2005 A1
20050102328 Ring et al. May 2005 A1
20050108231 Findleton et al. May 2005 A1
20050114763 Nonomura et al. May 2005 A1
20050125715 Di Franco et al. Jun 2005 A1
20050131935 O'Leary et al. Jun 2005 A1
20050262493 Schmidt et al. Nov 2005 A1
20050262512 Schmidt et al. Nov 2005 A1
20050289524 McGinnes Dec 2005 A1
20060010130 Leff et al. Jan 2006 A1
20060026561 Bauman et al. Feb 2006 A1
20060031779 Theurer et al. Feb 2006 A1
20060045470 Poslinski et al. Mar 2006 A1
20060053097 King et al. Mar 2006 A1
20060053170 Hill et al. Mar 2006 A1
20060059423 Lehmann et al. Mar 2006 A1
20060074866 Chamberlain et al. Apr 2006 A1
20060074881 Vembu et al. Apr 2006 A1
20060080139 Mainzer Apr 2006 A1
20060080283 Shipman Apr 2006 A1
20060080316 Gilmore et al. Apr 2006 A1
20060095521 Patinkin May 2006 A1
20060106847 Eckardt, III et al. May 2006 A1
20060116991 Calderwood Jun 2006 A1
20060129746 Porter Jun 2006 A1
20060136513 Ngo et al. Jun 2006 A1
20060143075 Carr et al. Jun 2006 A1
20060155654 Plessis et al. Jul 2006 A1
20060161558 Tamma et al. Jul 2006 A1
20060178915 Chao Aug 2006 A1
20060178954 Thukral et al. Aug 2006 A1
20060200755 Melmon Sep 2006 A1
20060218206 Bourbonnais et al. Sep 2006 A1
20060218405 Ama et al. Sep 2006 A1
20060218491 Grossman et al. Sep 2006 A1
20060242630 Koike et al. Oct 2006 A1
20060253502 Raman et al. Nov 2006 A1
20060265397 Bryan et al. Nov 2006 A1
20060265417 Amato et al. Nov 2006 A1
20060277460 Forstall et al. Dec 2006 A1
20070000999 Kubo et al. Jan 2007 A1
20070018986 Hauser Jan 2007 A1
20070043686 Teng et al. Feb 2007 A1
20070050429 Goldring et al. Mar 2007 A1
20070061487 Moore et al. Mar 2007 A1
20070061752 Cory Mar 2007 A1
20070067285 Blume et al. Mar 2007 A1
20070113164 Hansen et al. May 2007 A1
20070136095 Weinstein Jun 2007 A1
20070143253 Kostamaa et al. Jun 2007 A1
20070162454 D' Albora et al. Jul 2007 A1
20070168871 Jenkins Jul 2007 A1
20070174760 Chamberlain et al. Jul 2007 A1
20070178501 Rabinowitz et al. Aug 2007 A1
20070185850 Walters et al. Aug 2007 A1
20070192122 Routson et al. Aug 2007 A1
20070233756 D'Souza et al. Oct 2007 A1
20070245339 Bauman et al. Oct 2007 A1
20070271317 Carmel Nov 2007 A1
20070284433 Domenica et al. Dec 2007 A1
20070295797 Herman et al. Dec 2007 A1
20070299697 Friedlander et al. Dec 2007 A1
20080005063 Seeds et al. Jan 2008 A1
20080015970 Brookfield et al. Jan 2008 A1
20080016155 Khalatian Jan 2008 A1
20080091693 Murthy Apr 2008 A1
20080104060 Abhyankar et al. May 2008 A1
20080104149 Vishniac et al. May 2008 A1
20080109714 Kumar et al. May 2008 A1
20080126344 Hoffman et al. May 2008 A1
20080126951 Sood et al. May 2008 A1
20080140387 Linker Jun 2008 A1
20080172607 Baer Jul 2008 A1
20080177782 Poston et al. Jul 2008 A1
20080186904 Koyama et al. Aug 2008 A1
20080195672 Hamel et al. Aug 2008 A1
20080201339 McGrew et al. Aug 2008 A1
20080208735 Balet et al. Aug 2008 A1
20080215546 Baum et al. Sep 2008 A1
20080228467 Womack et al. Sep 2008 A1
20080249820 Pathria et al. Oct 2008 A1
20080267386 Cooper Oct 2008 A1
20080270316 Guidotti et al. Oct 2008 A1
20080276167 Michael Nov 2008 A1
20080281580 Zabokritski Nov 2008 A1
20080288475 Kim et al. Nov 2008 A1
20080301042 Patzer Dec 2008 A1
20080301378 Carrie Dec 2008 A1
20080313132 Hao et al. Dec 2008 A1
20080313243 Poston et al. Dec 2008 A1
20090024962 Gotz Jan 2009 A1
20090031247 Walter et al. Jan 2009 A1
20090031401 Cudich et al. Jan 2009 A1
20090037417 Shankar et al. Feb 2009 A1
20090043801 LeClair et al. Feb 2009 A1
20090055487 Moraes et al. Feb 2009 A1
20090089651 Herberger et al. Apr 2009 A1
20090094270 Alirez et al. Apr 2009 A1
20090106178 Chu Apr 2009 A1
20090106242 McGrew et al. Apr 2009 A1
20090106308 Killian et al. Apr 2009 A1
20090112678 Luzardo Apr 2009 A1
20090112745 Stefanescu Apr 2009 A1
20090150868 Chakra et al. Jun 2009 A1
20090157732 Hao et al. Jun 2009 A1
20090164387 Armstrong et al. Jun 2009 A1
20090164934 Bhattiprolu et al. Jun 2009 A1
20090172669 Bobak et al. Jul 2009 A1
20090177962 Gusmorino et al. Jul 2009 A1
20090187546 Whyte Jul 2009 A1
20090199106 Jonsson et al. Aug 2009 A1
20090216562 Faulkner et al. Aug 2009 A1
20090228365 Tomchek et al. Sep 2009 A1
20090228507 Jain et al. Sep 2009 A1
20090240664 Dinker et al. Sep 2009 A1
20090248757 Havewala et al. Oct 2009 A1
20090249178 Ambrosino et al. Oct 2009 A1
20090249244 Robinson et al. Oct 2009 A1
20090254971 Herz et al. Oct 2009 A1
20090271343 Vaiciulis et al. Oct 2009 A1
20090271435 Yako et al. Oct 2009 A1
20090281839 Lynn et al. Nov 2009 A1
20090282068 Shockro et al. Nov 2009 A1
20090287470 Farnsworth et al. Nov 2009 A1
20090299830 West et al. Dec 2009 A1
20090307049 Elliott, Jr. et al. Dec 2009 A1
20090313223 Rantanen et al. Dec 2009 A1
20090313311 Hoffmann et al. Dec 2009 A1
20090313463 Pang et al. Dec 2009 A1
20090319515 Minton et al. Dec 2009 A1
20090319891 MacKinlay et al. Dec 2009 A1
20100004857 Pereira et al. Jan 2010 A1
20100036831 Vemuri et al. Feb 2010 A1
20100057622 Faith Mar 2010 A1
20100070489 Aymeloglu et al. Mar 2010 A1
20100070531 Aymeloglu et al. Mar 2010 A1
20100070842 Aymeloglu et al. Mar 2010 A1
20100070844 Aymeloglu et al. Mar 2010 A1
20100076813 Ghosh et al. Mar 2010 A1
20100076939 Iwaki et al. Mar 2010 A1
20100082541 Kottomtharayil Apr 2010 A1
20100082671 Li et al. Apr 2010 A1
20100098318 Anderson Apr 2010 A1
20100114817 Broeder et al. May 2010 A1
20100114831 Gilbert et al. May 2010 A1
20100114887 Conway et al. May 2010 A1
20100122152 Chamberlain et al. May 2010 A1
20100138842 Balko et al. Jun 2010 A1
20100145909 Ngo Jun 2010 A1
20100161565 Lee et al. Jun 2010 A1
20100161688 Kesselman et al. Jun 2010 A1
20100191884 Holenstein et al. Jul 2010 A1
20100204983 Chung et al. Aug 2010 A1
20100211550 Daniello et al. Aug 2010 A1
20100211618 Anderson et al. Aug 2010 A1
20100223260 Wu Sep 2010 A1
20100235606 Oreland et al. Sep 2010 A1
20100238174 Haub et al. Sep 2010 A1
20100262901 DiSalvo Oct 2010 A1
20100280851 Merkin Nov 2010 A1
20100283787 Hamedi et al. Nov 2010 A1
20100306285 Shah et al. Dec 2010 A1
20100306722 Lehoty et al. Dec 2010 A1
20100313239 Chakra et al. Dec 2010 A1
20100318838 Katano et al. Dec 2010 A1
20100325581 Finkelstein et al. Dec 2010 A1
20110004626 Naeymi-rad et al. Jan 2011 A1
20110029498 Ferguson et al. Feb 2011 A1
20110047540 Williams et al. Feb 2011 A1
20110066497 Gopinath et al. Mar 2011 A1
20110074788 Regan et al. Mar 2011 A1
20110093327 Fordyce, III et al. Apr 2011 A1
20110099133 Chang et al. Apr 2011 A1
20110107196 Foster May 2011 A1
20110153592 DeMarcken Jun 2011 A1
20110161132 Goel et al. Jun 2011 A1
20110161409 Nair et al. Jun 2011 A1
20110173093 Psota et al. Jul 2011 A1
20110173619 Fish Jul 2011 A1
20110179048 Satlow Jul 2011 A1
20110184813 Barnes et al. Jul 2011 A1
20110208565 Ross et al. Aug 2011 A1
20110208822 Rathod Aug 2011 A1
20110225482 Chan et al. Sep 2011 A1
20110225586 Bentley et al. Sep 2011 A1
20110252282 Meek et al. Oct 2011 A1
20110258158 Resende, Jr. et al. Oct 2011 A1
20110258216 Supakkul Oct 2011 A1
20110258242 Eidson et al. Oct 2011 A1
20110270812 Ruby Nov 2011 A1
20120004894 Butler et al. Jan 2012 A1
20120022945 Falkenborg et al. Jan 2012 A1
20120059853 Jagota Mar 2012 A1
20120065987 Farooq et al. Mar 2012 A1
20120072825 Sherkin et al. Mar 2012 A1
20120078595 Balandin et al. Mar 2012 A1
20120084117 Tavares et al. Apr 2012 A1
20120084184 Raleigh et al. Apr 2012 A1
20120084287 Lakshminarayan et al. Apr 2012 A1
20120089606 Eshwar et al. Apr 2012 A1
20120123989 Yu et al. May 2012 A1
20120124179 Cappio et al. May 2012 A1
20120136804 Lucia et al. May 2012 A1
20120150791 Willson Jun 2012 A1
20120159307 Chung et al. Jun 2012 A1
20120188252 Law Jul 2012 A1
20120191446 Binsztok et al. Jul 2012 A1
20120197657 Prodanovic Aug 2012 A1
20120197660 Prodanovich Aug 2012 A1
20120215784 King et al. Aug 2012 A1
20120226590 Love et al. Sep 2012 A1
20120266245 McDougal et al. Oct 2012 A1
20120284670 Kashik et al. Nov 2012 A1
20120304244 Xie et al. Nov 2012 A1
20120323829 Stokes Dec 2012 A1
20120330908 Stowe et al. Dec 2012 A1
20130006947 Akinyemi et al. Jan 2013 A1
20130016106 Yip et al. Jan 2013 A1
20130036346 Cicerone Feb 2013 A1
20130055264 Burr et al. Feb 2013 A1
20130060742 Chang et al. Mar 2013 A1
20130096968 Van Pelt et al. Apr 2013 A1
20130097130 Bingol et al. Apr 2013 A1
20130097482 Marantz et al. Apr 2013 A1
20130124193 Holmberg May 2013 A1
20130124567 Balinsky et al. May 2013 A1
20130132348 Garrod et al. May 2013 A1
20130151305 Akinola et al. Jun 2013 A1
20130151388 Falkenborg et al. Jun 2013 A1
20130151453 Bhanot et al. Jun 2013 A1
20130166480 Popescu et al. Jun 2013 A1
20130226879 Talukder et al. Aug 2013 A1
20130226944 Baid et al. Aug 2013 A1
20130246316 Zhao et al. Sep 2013 A1
20130262527 Hunter et al. Oct 2013 A1
20130262528 Foit Oct 2013 A1
20130263019 Castellanos et al. Oct 2013 A1
20130288719 Alonzo Oct 2013 A1
20130304770 Boero et al. Nov 2013 A1
20130318060 Chang et al. Nov 2013 A1
20130325826 Agarwal et al. Dec 2013 A1
20140006404 Mcgrew et al. Jan 2014 A1
20140089339 Siddiqui et al. Mar 2014 A1
20140095363 Caldwell Apr 2014 A1
20140108074 Miller et al. Apr 2014 A1
20140129936 Richards et al. May 2014 A1
20140149272 Hirani et al. May 2014 A1
20140181833 Bird et al. Jun 2014 A1
20140208281 Ming Jul 2014 A1
20140222793 Sadkin et al. Aug 2014 A1
20140244284 Smith Aug 2014 A1
20140324876 Konik et al. Oct 2014 A1
20140344231 Stowe et al. Nov 2014 A1
20140358829 Hurwitz Dec 2014 A1
20150012509 Kirn Jan 2015 A1
20150026622 Roaldson Jan 2015 A1
20150039886 Kajol et al. Feb 2015 A1
20150046481 Elliot Feb 2015 A1
20150073954 Braff Mar 2015 A1
20150089353 Folkening Mar 2015 A1
20150100907 Erenrich et al. Apr 2015 A1
20150106347 McGrew et al. Apr 2015 A1
20150106379 Elliot et al. Apr 2015 A1
20150112956 Chang et al. Apr 2015 A1
20150186483 Tappan et al. Jul 2015 A1
20150195311 Lemonik Jul 2015 A1
20150199328 Danziger Jul 2015 A1
20150212663 Papale et al. Jul 2015 A1
20150213043 Ishii et al. Jul 2015 A1
20150213134 Nie et al. Jul 2015 A1
20150227295 Meiklejohn et al. Aug 2015 A1
20150242397 Zhuang Aug 2015 A1
20150254220 Burr et al. Sep 2015 A1
20150261817 Harris et al. Sep 2015 A1
20150341467 Lim et al. Nov 2015 A1
20160034545 Shankar et al. Feb 2016 A1
20160062555 Ward et al. Mar 2016 A1
20160098176 Cervelli et al. Apr 2016 A1
20160110369 Cervelli et al. Apr 2016 A1
20160147730 Cicerone May 2016 A1
20160162519 Stowe et al. Jun 2016 A1
Foreign Referenced Citations (36)
Number Date Country
2013251186 Nov 2015 AU
2014206155 Dec 2015 AU
2014203669 May 2016 AU
102054015 May 2014 CN
102014204827 Sep 2014 DE
102014204830 Sep 2014 DE
102014204834 Sep 2014 DE
102014213036 Jan 2015 DE
0652513 May 1995 EP
1672527 Jun 2006 EP
2487610 Aug 2012 EP
2555126 Feb 2013 EP
2778913 Sep 2014 EP
2778914 Sep 2014 EP
2863326 Apr 2015 EP
2891992 Jul 2015 EP
2993595 Mar 2016 EP
3002691 Apr 2016 EP
3009943 Apr 2016 EP
3032441 Jun 2016 EP
3035214 Jun 2016 EP
2366498 Mar 2002 GB
2513472 Oct 2014 GB
2513721 Nov 2014 GB
2517582 Feb 2015 GB
2013134 Jan 2015 NL
WO-01025906 Apr 2001 WO
WO-2001088750 Nov 2001 WO
WO-2007133206 Nov 2007 WO
WO-2009051987 Apr 2009 WO
WO-2010030913 Mar 2010 WO
WO-2010030914 Mar 2010 WO
WO-2010030919 Mar 2010 WO
WO-2012025915 Mar 2012 WO
WO-2012061162 May 2012 WO
WO-2012119008 Sep 2012 WO
Non-Patent Literature Citations (205)
Entry
“A Tour of Pinboard”, [Online] Retrieved from the internet: <https://pinboard.in/tour/>, (May 15, 2014), 1-6.
“Apache Cassandra”, Webpage; The Apache Software Foundation, (2009), 1-3.
“Apache HBase”, Webpage; Apache HBase Overview poage (Sep. 9, 2011), 1.
“U.S. Appl. No. 12/556,307, Final Office Action dated Feb. 13, 2012”, 27 pgs.
“U.S. Appl. No. 12/556,307, Final Office Action dated Mar. 14, 2014”, 27 pgs.
“U.S. Appl. No. 12/556,307, Non Final Office Action dated Jun. 9, 2015”, 33 pgs.
“U.S. Appl. No. 12/556,307, Non Final Office Action dated Sep. 2, 2011”, 23 pgs.
“U.S. Appl. No. 12/556,307, Non Final Office Action dated Oct. 1, 2013”, 24 pgs.
“U.S. Appl. No. 12/556,307, Notice of Allowance dated Jan. 4, 2016”, 8 pgs.
“U.S. Appl. No. 12/556,307, Notice of Allowance dated Mar. 21, 2016”, 11 pgs.
“U.S. Appl. No. 12/556,318, Notice of Allowance dated Apr. 11, 2016”, 65 pgs.
“U.S. Appl. No. 12/556,321, Final Office Action dated Feb. 25, 2016”, 26 pgs.
“U.S. Appl. No. 12/556,321, Final Office Action dated Jun. 6, 2012”, 27 pgs.
“U.S. Appl. No. 12/556,321, Non Final Office Action dated Jul. 7, 2015”, 18 pgs.
“U.S. Appl. No. 12/556,321, Non Final Office Action dated Dec. 7, 2011”, 18 pgs.
“U.S. Appl. No. 13/196,788, Examiner Interview Summary dated Nov. 25, 2015”, 7 pgs.
“U.S. Appl. No. 13/196,788, Non Final Office Action dated Oct. 23, 2015”, 20 pgs.
“U.S. Appl. No. 13/196,788, Notice of Allowance dated Dec. 18, 2015”, 17 pgs.
“U.S. Appl. No. 13/669,274, Advisory Action dated Aug. 26, 2015”, 7 pgs.
“U.S. Appl. No. 13/669,274, Final Office Action dated May 6, 2015”, 12 pgs.
“U.S. Appl. No. 13/669,274, Non Final Office Action dated May 2, 2016”, 25 pgs.
“U.S. Appl. No. 13/826,228, Notice of Allowance dated Mar. 27, 2015”, 10 pgs.
“U.S. Appl. No. 13/827,491, Final Office Action dated Jun. 22, 2015”, 28 pgs.
“U.S. Appl. No. 13/827,491, Non Final Office Action dated Mar. 30, 2016”, 25 pgs.
“U.S. Appl. No. 13/827,491, Non Final Office Action dated Oct. 9, 2015”, 16 pgs.
“U.S. Appl. No. 13/827,491, Non Final Office Action dated Dec. 1, 2014”, 5 pgs.
“U.S. Appl. No. 14/014,313, Final Office Action dated Feb. 26, 2016”, 16 pgs.
“U.S. Appl. No. 14/014,313, First Action Interview Pre-Interview Communication dated Jun. 18, 2015”, 4 pgs.
“U.S. Appl. No. 14/094,418, Notice of Allowance dated Jan. 25, 2016”, 22 pgs.
“U.S. Appl. No. 14/102,394, Office Action dated Mar. 27, 2014”, 16 pgs.
“U.S. Appl. No. 14/108,187, Applicant-Initiated Interview Summary dated Apr. 17, 2014”, 8 pgs.
“U.S. Appl. No. 14/108,187, First Action Interview dated Mar. 20, 2014”, 7 pgs.
“U.S. Appl. No. 14/135,289, First Action Interview Office Action Summary dated Jul. 7, 2014”, 12 pgs.
“U.S. Appl. No. 14/135,289, First Action Interview Pilot Program Pre-Interview Communication dated Apr. 16, 2014”, 8 pgs.
“U.S. Appl. No. 14/192,767, Corrected Notice of Allowability dated Apr. 20, 2015”, 6 pgs.
“U.S. Appl. No. 14/192,767, First Action Interview Office Action Summary dated Sep. 24, 2014”, 8 pgs.
“U.S. Appl. No. 14/192,767, First Action Interview Pilot Program Pre-Interview Communication dated May 6, 2014”, 23 pgs.
“U.S. Appl. No. 14/192,767, Notice of Allowance dated Dec. 16, 2014”, 9 pgs.
“U.S. Appl. No. 14/196,814, First Action Interview Office Action Summary dated Sep. 13, 2014”, 8 pgs.
“U.S. Appl. No. 14/222,364, Non Final Office Action dated Dec. 9, 2015”, 38 pgs.
“U.S. Appl. No. 14/225,006, Final Office Action dated Sep. 2, 2015”, 28 pgs.
“U.S. Appl. No. 14/265,637, First Action Interview Pre-Interview Communication dated Sep. 26, 2014”, 6 pgs.
“U.S. Appl. No. 14/265,637, Notice of Allowance dated Feb. 13, 2015”, 11 pgs.
“U.S. Appl. No. 14/268,964, Non- Final Office Action dated Jul. 11, 2014”, 10 pgs.
“U.S. Appl. No. 14/278,963, Final Office Action dated Jan. 30, 2015”, 6 pgs.
“U.S. Appl. No. 14/278,963, Notice of Allowance dated Sep. 2, 2015”, 6 pgs.
“U.S. Appl. No. 14/289,596, Final Office Action dated Aug. 5, 2015”, 15 pgs.
“U.S. Appl. No. 14/304,741, Final Office Action dated Mar. 3, 2015”, 24 pgs.
“U.S. Appl. No. 14/304,741, Notice of Allowance dated Apr. 7, 2015”, 22 pgs.
“U.S. Appl. No. 14/304,741, Pre-Interview Communication dated Aug. 6, 2014”, 13 pgs.
“U.S. Appl. No. 14/332,306, First Action Interview Pre-Interview Communication dated May 20, 2016”, 5 pgs.
“U.S. Appl. No. 14/451,221, Ex Parte Quayle Action dated Apr. 6, 2015”, 4 pgs.
“U.S. Appl. No. 14/451,221, Notice of Allowance dated Aug. 4, 2015”, 15 pgs.
“U.S. Appl. No. 14/473,860, First Action Interview dated Nov. 4, 2014”, 23 pgs.
“U.S. Appl. No. 14/479,160, First Action Interview Pre-Interview Communication dated Apr. 20, 2016”, 7 pgs.
“U.S. Appl. No. 14/504,103, First Action Interview Pre-Interview Communication dated Feb. 5, 2015”, 22 pgs.
“U.S. Appl. No. 14/504,103, First Action Interview Pre-Interview Communication dated Mar. 31, 2015”, 9 pgs.
“U.S. Appl. No. 14/504,103, Notice of Allowance dated Mar. 18, 2015”, 18 pgs.
“U.S. Appl. No. 14/526,066, Final Office Action dated May 6, 2016”, 16 pgs.
“U.S. Appl. No. 14/526,066, Non Final Office Action dated Jan. 21, 2016”, 24 pgs.
“U.S. Appl. No. 14/552,336, First Action Interview Pre-Interview Communication dated Jul. 20, 2015”, 18 pgs.
“U.S. Appl. No. 14/552,336, Notice of Allowance dated Nov. 3, 2015”, 13 pgs.
“U.S. Appl. No. 14/571,098, Final Office Action dated Feb. 23, 2016”, 37 pgs.
“U.S. Appl. No. 14/571,098, First Action Interview dated Aug. 24, 2015”, 4 pgs.
“U.S. Appl. No. 14/571,098, First Action Interview Pre-Interview Communication dated Mar. 11, 2015”, 4 pgs.
“U.S. Appl. No. 14/571,098, First Action Interview Pre-Interview Communication dated Aug. 5, 2015”, 4 pgs.
“U.S. Appl. No. 14/571,098, First Action Interview Pre-Interview Communication dated Nov. 10, 2015”, 5 pgs.
“U.S. Appl. No. 14/578,389, Non Final Office Action dated Apr. 22, 2016”, 9 pgs.
“U.S. Appl. No. 14/578,389, Non Final Office Action dated Oct. 21, 2015”, 17 pgs.
“U.S. Appl. No. 14/580,218, Non Final Office Action dated Jun. 7, 2016”, 16 pgs.
“U.S. Appl. No. 14/580,218, Non Final Office Action dated Jun. 26, 2015”, 22 pgs.
“U.S. Appl. No. 14/676,621, Notice of Allowance dated Feb. 10, 2016”, 5 pgs.
“U.S. Appl. No. 14/715,834, Final Office Action dated Jun. 28, 2016”, 13 pgs.
“U.S. Appl. No. 14/715,834, First Action Interview Pre-Interview Communication dated Feb. 19, 2016”, 19 pgs.
“U.S. Appl. No. 14/715,834, First Action Interview Pre-Interview Communication dated Apr. 13, 2016”, 21 pgs.
“U.S. Appl. No. 14/726,211, Non Final Office Action dated Apr. 5, 2016”, 15 pgs.
“U.S. Appl. No. 14/734,772, First Action Interview Pre-Interview Communication Jul. 24, 2015”, 12 pgs.
“U.S. Appl. No. 14/734,772, First Action Interview Pre-Interview Communication dated Oct. 30, 2015”, 14 pgs.
“U.S. Appl. No. 14/734,772, Notice of Allowance dated Apr. 27, 2016”, 18 pgs.
“U.S. Appl. No. 14/741,256, Restriction Requirement dated Feb. 9, 2016”, 6 pgs.
“U.S. Appl. No. 14/746,671, First Action Interview Pre-Interview Communication dated Sep. 28, 2015”, 5 pgs.
“U.S. Appl. No. 14/746,671, First Action Interview Pre-Interview Communication dated Nov. 12, 2015”, 19 pgs.
“U.S. Appl. No. 14/746,671, Notice of Allowance dated Jan. 21, 2016”, 7 pgs.
“U.S. Appl. No. 14/800,447, Examiner Interview Summary dated Mar. 3, 2016”, 28 pgs.
“U.S. Appl. No. 14/800,447, Final Office Action dated Sep. 6, 2016”, 27 pgs.
“U.S. Appl. No. 14/800,447, First Action Interview Pre-Interview Communication dated Dec. 12, 2015”, 26 pgs.
“U.S. Appl. No. 14/841,338, Non Final Office Action dated Feb. 18, 2016”, 39 pgs.
“U.S. Appl. No. 14/842,734, First Action Interview Pre-Interview Communication dated Nov. 19, 2015”, 17 pgs.
“U.S. Appl. No. 14/849,454, Notice of Allowance dated May 25, 2016”, 26 pgs.
“U.S. Appl. No. 14/871,465, First Action Interview Pre-Interview Communication dated Feb. 9, 2016”, 32 pgs.
“U.S. Appl. No. 14/871,465, First Action Interview Pre-Interview Communication dated Apr. 11, 2016”, 7 pgs.
“U.S. Appl. No. 14/883,498, First Action Interview Pre-Interview Communication dated Dec. 24, 2015”, 33 pgs.
“U.S. Appl. No. 14/883,498, Non Final Office Action dated Mar. 17, 2016”, 18 pgs.
“U.S. Appl. No. 14/961,481, Notice of Allowance dated May 2, 2016”, 6 pgs.
“U.S. Appl. No. 14/961,481, Pre-Interview Communication dated Mar. 2, 2016”, 12 pgs.
“U.S. Appl. No. 14/961,830, Non Final Office Action dated May 20, 2016”, 28 pgs.
“U.S. Appl. No. 14/975,215, First Action Interview Pre-Interview Communication dated May 19, 2016”, 5 pgs.
“U.S. Appl. No. 14/996,179, First Action Interview Pre-Interview Communication dated May 20, 2016”, 4 pgs.
“Australian Application Serial No. 2013251186, Notice of Acceptance dated Nov. 6, 2015”, 2 pgs.
“Australian Application Serial No. 2013251186, Office Action dated Mar. 12, 2015”, 3 pgs.
“Australian Application Serial No. 2014201506, Office Action dated Feb. 27, 2015”, 3 pgs.
“Australian Application Serial No. 2014201507, Office Action dated Feb. 27, 2015”, 2 pgs.
“Australian Application Serial No. 2014203669, Notice of Acceptance dated Jan. 21, 2016”, 2 pgs.
“Australian Application Serial No. 2014203669, Office Action dated May 29, 2015”, 2 pgs.
“BackTult—JD Edwards One World Version Control System”, eKin Systems, Inc., 1.
“Canadian Application Serial No. 2,831,660, Office Action dated Jun. 9, 2015”, 4 pgs.
“Clip2Net—Share files, folders and screenshots easily”, Online Tech Tips, [Online]. Retrieved from the Internet: <URL: http://www.online-tech-tips.com/free-software-downloads/share-files-folders-screenshots/>, (Apr. 2, 2008), 5 pgs.
“Delicious”, [Online]. Retrieved from the Internet: <URL: http://delicious.com/>, (accessed May 15, 2014), 1 pg.
“E-MailRelay”, Internet Archive Wayback Machine [Online]. Retrieved from the Internet: <URL: http://emailrelay.sourceforge.net/, (accessed Aug. 21, 2008), 2 pgs.
“Entity Resolution—A Real-World Problem of Matching Records”, Techniques: Minhashing, Locality-Sensitive Hashing Measuring the Quality of the Results, [Online] retrieved from the internet: <http://grupoweb.upf.es/bd-web/slides/ullman.pdf>, (Nov. 2006), 1-16.
“European Application Serial No. 15190307.7, Extended Search Report dated Feb. 19, 2016”, 8 pgs.
“European Application Serial No. 09812700.3, Extended European Search Report dated Apr. 3, 2014”, 9 pgs.
“European Application Serial No. 10188239.7, Non Final Office Action dated Apr. 24, 2016”, 6 pgs.
“European Application Serial No. 12181585.6, Communication pursuant to Article 94(3) EPC dated Sep. 4, 2015”, 9 pgs.
“European Application Serial No. 14158958.0, Communication Pursuant to Article 94(3) EPC dated Mar. 11, 2016”, 5 pgs.
“European Application Serial No. 14158958.0, Communication Pursuant to Article 94(3) EPC dated Apr. 16, 2015”, 9 pgs.
“European Application Serial No. 14158958.0, Extended European Search Report dated Jun. 3, 2014”, 11 pgs.
“European Application Serial No. 14158977.0, Communication Pursuant to Article 94(3) EPC dated Mar. 11, 2016”, 5 pgs.
“European Application Serial No. 14158977.0, Communication Pursuant to Article 94(3) EPC dated Apr. 16, 2015”, 8 pgs.
“European Application Serial No. 14158977.0, Extended European Search Report dated Jun. 10, 2014”, 10 pgs.
“European Application Serial No. 14189344.6, Extended European Search Report dated Feb. 20, 2015”, 8 pgs.
“European Application Serial No. 14189344.6, Non Final Office Action dated Feb. 29, 2016”, 9 pgs.
“European Application U.S. Appl. No. 14199182.8, Extended European Search Report dated Mar. 13, 2015”, 8 pgs.
“European Application Serial No. 15183721.8, Extended European Search Report dated Nov. 23, 2015”, 8 pgs.
“European Application Serial No. 15188106.7, Extended European Search Report dated Feb. 3, 2016”, 8 pgs.
“European Application Serial No. 15200073.3, Extended European Search Report dated Mar. 30, 2016”, 16 pgs.
“Federated Database System”, From Wikipedia, (Sep. 7, 2013), 1-6.
“GrabUp—What a Timesaver!”, [Online]. Retrieved from the Internet: <URL http://atlchris.com/191/grabup/>, (Aug. 11, 2008), 10 pgs.
“Great Britain Application Serial No. 1404486.1, Combined Search Report and Examination Report dated Aug. 27, 2014”, 5 pgs.
“Great Britain Application Serial No. 1404486.1, Office Action dated May 21, 2015”, 2 pgs.
“Great Britain Application Serial No. 1404489.5, Combined Search Report and Examination Report dated Aug. 27, 2014”, 5 pgs.
“Great Britain Application Serial No. 1404489.5, Office Action dated May 21, 2015”, 3 pgs.
“Great Britain Application Serial No. 1404499.4, Combined Search Report and Examination Report dated Aug. 20, 2014”, 6 pgs.
“Great Britain Application Serial No. 1404499.4, Office Action dated Jun. 11, 2015”, 5 pgs.
“Great Britain Application Serial No. 1411984.6, Office Action dated Jan. 8, 2016”, 8 pgs.
“Great Britain Application Serial No. 1411984.6, Office Action dated Dec. 22, 2014”, 6 pgs.
“Kwout”, [Online]. Retrieved from the Internet: <URL: http://web.archive.org/web/20080905132448/http://www.kwout.com/>, (Sep. 5, 2008), 2 pgs.
“Microsoft CRM duplicate detection”, Pythagoras—1 pg, [Online]. Retrieved from the Internet: <URL: https://www.youtube.com/watch?v=j-7Qis0D0Kc>, (Uploaded: Sep. 13, 2011), Time: 5:09.
“Microsoft Windows Version 2002 Print Out 2”, Microsoft Windows, (2002), 6 pgs.
“Multimap”, Wikipedia, [Online]. Retrieved from the Internet: <URL: https://en.wikipedia.org/w/index.php?title=Multimap&oldid=530800748>, (Jan. 1, 2013), 2 pgs.
“Netherlands Application Serial No. 2011729, Search Report dated Aug. 13, 2015”, 8 pgs.
“Netherlands Application Serial No. 2012417, Netherlands Search Report dated Sep. 18, 2015”, W/ English Translation, 9 pgs.
“Netherlands Application Serial No. 2012421, Netherlands Search Report dated Sep. 18, 2015”, 8 pgs.
“Netherlands Application Serial No. 2012436, Search Report dated Nov. 6, 2015”, w/ English Translation, 8 pgs.
“Netherlands Application Serial No. 2012438, Search Report dated Sep. 21, 2015”, 8 pgs.
“Netherlands Application Serial No. 2013134, Netherlands Search Report dated Apr. 20, 2015”, 6 pgs.
“New Zealand Application Serial No. 622404, Office Action dated Mar. 20, 2014”, 2 pgs.
“New Zealand Application Serial No. 622439, Office Action dated Mar. 24, 2014”, 2 pgs.
“New Zealand Application Serial No. 622439, Office Action dated Jun. 6, 2014”, 2 pgs.
“New Zealand Application Serial No. 622473, First Examination Report dated Mar. 27, 2014”, 3 pgs.
“New Zealand Application Serial No. 622473, Office Action dated Jun. 19, 2014”, 2 pgs.
“New Zealand Application Serial No. 628161, First Examination Report dated Aug. 25, 2014”, 2 pgs.
“O'Reilly.com”, [Online]. Retrieved from the Internet: <URL: http://oreilly.com/digitalmedia/2006/01/01/mac-os-x-screenshot-secrets.html, (Jan. 1, 2006), 10 pgs.
“Registering an Application to a URI Scheme”, Microsoft, [Online]. Retrieved from the Internet: <URL: http://msdn.microsoft.com/en-us/library/aa767914.aspx>, (accessed Apr. 4, 2009), 4 pgs.
“Share Screenshots via Internet in Seconds”, JetScreenshot.com, [Online]. Retrieved from the Internet: <URL: http://web.archive.org/web/20130807164204/http://www.jetscreenshot.com/>, (Aug. 7, 2013), 1 pg.
“SnagIt 8.1.0 Print Out”, SnagIt Software release date Jun. 15, 2006, (Jun. 15, 2006), 6 pgs.
“SnagIt 8.1.0 Print Out 2”, SnagIt-Software release date Jun. 15, 2006, (Jun. 15, 2006), 1-3.
“SnagIt Online Help Guide”, TechSmith Corp., Version 8.1, http://download.techsmith.com/snagit/docs/onlinehelp/enu/snagit_help.pdf>, (accessed Feb. 7, 2007), 284 pgs.
“Toad for Oracle 11.6, Guide to Using Toad”, Quest Software, (2012), 1-162.
“Trick: How to Capture a Screenshot As PDF, Annotate, Then Share It”, Nitro, [Online]. Retrieved from the Internet: <URL: http://blog.nitropdf.com/2008/03/04/trick-how-to-capture-a-screenshot-as-pdf-annotate-it-then-share/>, (Mar. 4, 2008), 2 pgs.
“Using the Clipboard”, Microsoft, [Online]. Retrieved from the Internet: <URL: http://msdn.microsoft.com/en-us/library/ms649016.aspx>, (accessed Jun. 8, 2009), 20 pgs.
Abbey, Kristen, “Review of Google Docs”, 2007: Currents in Electronic Literacy, http://currents.dwri.utexas.edu/spring07/abbey.html, (2007), 2 pgs.
Adams, Michael, et al., “Worklets: A Service-Oriented Implementation of Dynamic Flexibility in Workflows”, OTM 2006, LNCS 4275, (2006), 291-308.
Antoshenkov, Gennady, “Dictionary-based order-preserving string compression”, The VLDB Journal, #6, (1997), 1-14.
Baker, Jason, et al., “Megastore: Providing Scalable, Highly Available Storage for Interactive Services”, 5th Biennial Conference on Innovative Data Systems Research (CIDR '11) Jan. 9-12, 2011, Asilomar, California, USA., (Jan. 2011), 223-234.
Bernstein, Philip, et al., “Hyder—A Transactional Record Manager for Shared Flash”, 5th Biennial Conference on Innovative Data Systems Research (CIDR '11) Jan. 9-12, 2011, Asilomar, California, USA, (Jan. 2011), 9-20.
Bluttman, et al., “Excel Formulas and Functions for Dummies”, Wiley Publishing, Inc, (2005), 280, 284-286.
Brandel, Mary, “Data Loss Prevention Dos and Don'ts”, CSO—Data loss prevention tools provide powerful security capabilities—if used correctly, (Oct. 10, 2007), 5 pgs.
Chang, Fay, et al., “Bigtable: A Distributed Storage System for Structured Data”, Google, Inc., (Jun. 2, 2008), 1-14.
Chaudhuri, Surajit, et al., “An Overview of Business Intelligence Technology”, Communications of the ACM, vol. 54, No. 8., (Aug. 2011), 88-98.
Chung, Chin-Wan, “Dataplex: An Access to Heterogeneous Distributed Databases”, Communications of the ACM, Association for Computing Machinery, Inc., vol. 33, No. 1, (Jan. 1, 1990), 70-80.
Conner, Nancy, “Google Apps: The Missing Manual”, (May 1, 2008), 15 pgs.
Conner, Nancy, “Remove a published document or blog post”, Google Apps: The Missing Manual: The Missing Manual section—Sharing and Collaborating on Documents, XP-002721325, (2008), 15 pgs.
Devanbu, Prem, et al., “Authentic Third-party Data Publication”, 19 pgs.
Dreyer, Werner, et al., “An Object-Oriented Data Model for a Time Series Management System”, IEEE—Proceedings of the 7th International Working Conference on Scientific and Statistical Datablse Management; Charlottesvile, Virginia USA, (1994), 12 pgs.
Elmasri, Ramez, et al., “Fundamentals of Database Systems”, Fourth Edition—Chapter 14—Indexing Structures for Files, (2004), 40 pgs.
Ferreira, Lucas De Carvalho, et al., “A Scheme for Analyzing Electronic Payment Systems”, (1997), 10 pgs.
Galliford, Miles, “SnagIt Versus Free Screen Capture Software: Critical Tools for Website Owners”, [Online]. Retrieved from the Internet: <URL: http://www.subhub.com/articles/free-screen-capture-software>, (Mar. 27, 2008), 10 pgs.
Gill, Leicester, et al., “Computerised linking of medical methodological guidelines”, 3rournal of Epidemiolog and Coimmunity Health 47, (1993), pp. 316-319.
Gu, Lifang, et al., “Record Linkage: Current Practice and Future Directions”, (Jan. 15, 2004), 32 pgs.
Hogue, Andrew, et al., “Thresher: Automating the Unwrapping of Semantic Content from the World Wide Web”, 14th International Conference on World Wide Web, WWW 2005, (May 2005), 86-95.
Hua, Yu, et al., “A Multi-attribute Data Structure with Parallel Bloom Filters for Network Services”, HiPC 2006, LNCS 4297, (2006), 277-288.
Johnson, Maggie, “Introduction to YACC and Bison”, (Jul. 8, 2005), 11 pgs.
Johnson, Steve, “Access 2013 on demand”, Que Publishing, (May 9, 2013), 22 pgs.
Klemmer, Scott R, et al., “Where Do Web Sites Come From? Capturing and Interacting with Design History”, Association for Computing Machinery, CHI 2002, (Apr. 2002), 1-8.
Kokossis, A, et al., “D7-Dynamic Ontology Managment system (Design)”, h-TechSight Consortium Oct. 2002, (Oct. 2002), 27 pgs.
Lim, EE-Peng, et al., “Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach”, Proceedings.10th International Conference Data Engineering. Department of Computer Science, University of Minnesota, [Online] retrieved from the internet: <http://reference.kfupm.edu.sa/content/r/e/resolving_attribute_incompatibility_in_d_531691.pdf>, (Feb. 1994), 154-163.
Litwin, Witold, et al., “Multidatabase Interoperability”, Institute National de Recherche en Informatique et an Automatique, [Online] retrieved from the internet: <http://www.lamsade.dauphine.fr/˜litwin/mdb-interoperability.pdf>, (Dec. 1986), 9 pgs.
Metzas, G., et al., “An Architecture for Intelligent Assistance in the Forecasting Process”, Proceedings of the 28th Annual Hawaii International Conference on System Sciences, (1995), 167-176.
Miklau, Gerome, et al., “Securing history: Privacy and accountability in database systems”, 3rd Biennial Conference on Innovative Data Systems Research (CIDR), (2007), 387-396.
Nadeau, David, et al., “A survey of named entity recognition and classification”, Lingvisticae Investigationes, 30(1), (Jan. 15, 2004), 20 pgs.
Niepert, M., et al., “A Dynamic Ontology for a Dynamic Reference Work”, JCDL '07 Proceedings, ACM, (Jun. 2007), 10.
Nierman, Andrew, et al., “Evaluating Structural Similarity in XML Documents”, U of Michigan, (2002), 1-6.
Nin, Jordi, et al., “On the Use of Semantic Blocking Techniques for Data Cleansing and Integration”, 11th International Database Engineering and Applications Symposium (IDEAS 2007), (2007), 9 pgs.
Peng, Daniel, et al., “Large-scale Incremental Processing Using Distributied Transactions and Notifications”, OSDI, (2010), 1-15.
Qiang, Bao-Hua, et al., “A Mutual-Information-Based Approach to Entity Reconciliation in Heterogeneous Databases”, 2008 International Conference on Computer Science and Software Engineering, (2008), 666-669.
Schroder, Stan, “15 Ways to Create Website Screenshots”, [Online]. Retrieved from the Internet: <URL: http://mashable.com/2007/08/24/web-screenshots/>, (Aug. 24, 2007), 2 pgs.
Sekine, Satoshi, et al., “Definition, dictionaries and tagger for Extended Named Entity Hierarchy”, LREC, (2004), 1977-1980.
Thomson, Alexander, et al., “The Case for Determinism in Database Systems”, Proceedings of the VLDB Endowment, 3(1), (Sep. 2010), 70-80.
Wang, Guohua, et al., “Research on a Clustering Data De-Duplication Mechanism Based on Bloom Filter”, IEEE, (2010), 5 pgs.
Warren, Christina, “TUAW Faceoff: Screenshot apps on the firing line”, [Online]. Retrieved from the Internet: <URL: http://www.tuaw.com/2008/05/05/tuaw-faceoff-screenshot-apps-on-the-firing-line/>, (May 5, 2008), 11 pgs.
Winkler, William E, et al., “Record Linkage Software and Methods for Merging Administrative Lists”, Bureau of the Census Statistical Research Division: Statistical Research Report Series, No. RR2001/03, (Jul. 23, 2001), 11 pgs.
Wollrath, Ann, et al., “A Distributed Object Model for the Java System”, Proceedings of the 2nd Conference on USENEX, Conference on Object-Orients Technologies and Systems, (Jun. 1996), 219-231.
Yang, Yudong, “HTML Page Analysis Based on Visual Cues”, 2001 IEEE, (2001), 859-864.
Zhao, et al., “Entity Matching Across Heterogeneous Data Sources: An Approach Based on Constrained Cascade Generalization”, Data & Knowledge Engineering, vol. 66, No. 3, (Sep. 2008), 368-381.