Authentication and notification heuristics

Information

  • Patent Grant
  • 12019750
  • Patent Number
    12,019,750
  • Date Filed
    Monday, April 18, 2022
    2 years ago
  • Date Issued
    Tuesday, June 25, 2024
    2 months ago
Abstract
Systems and methods for providing updates to an electronic device are provided. Upon receiving an update statement, indicating availability of an update to an application on an electronic device, a determination is made as to whether an update notification threshold has been met at the electronic device based upon the indication of availability of the update to the application. When the update notification threshold has been met at the electronic device, a graphical indication of the availability of the update to the application is provided. However, when the update notification threshold has not been met, the graphical indication of the availability of the update to the application is not provided.
Description
BACKGROUND
1. Technical Field

The present technology relates generally to network-based application distribution systems and more specifically to enhanced heuristics for scheduling updates and for batching notifications and authorization requests involving updates.


2. Introduction

Online commerce using is quickly becoming a ubiquitous part of the modern economy. Additionally, computing devices have become much more compact, mobile, and streamlined. Along with these advances, consumers have grown accustomed to media and software applications that are intelligently designed, easily accessible, and hassle-free to use. Likewise, consumers have come to expect that the online marketplace will be streamlined and user-friendly as well.


An example of an online marketplace is a network-based application distribution system. Such a market offers software application from software developers as free and paid downloads. Downloaded applications can also be updated by software developers from time to time to fix bugs, update settings, add additional content and features, etc. However, many known application updating and authorization protocols are non-intuitive, tedious, or otherwise not user-friendly. Indeed, system operators must balance practical requirements with the level of hassle-free design and user-friendliness that consumers expect.


For example, in an application distribution system, system operators must ensure that users are who they claim to be before making a purchase or updating an application; otherwise, a fraudulent user or a careless user (i.e. an infant mashing buttons) can make purchases, change settings, or otherwise wreak havoc to a user's account or device. Therefore, system administrators must put authorization checks in place; however, these requests for authorization should not be so frequent or burdensome so as to discourage use of an application distribution system.


Also, when operating an application distribution system, it is ideal that users apply software updates in a timely manner. For example, a quick application update with a patch to fix a minor problem can prevent the old software from crashing a device. Indeed, outdated applications on client devices having software bugs can impart very large maintenance costs to an application distribution system that supports those applications and their updates. Consequently, it is in the best interest of the administrators of the application distribution system that users of the applications update them as soon as updates and bug fixes become available to them. On the other hand, the same administrators do not want to pester their users fearing the negative consequences of overwhelming the user or seemingly monitoring user activity.


Likewise, while keeping the general preference for users to update applications when updates become available, it is in the best interest of the application distribution system to keep users' cellular carrier costs low so as not to discourage their use of the system.


Many users do not bother to check their device for available updates and must be prompted; however, the users are oftentimes prompted to initiate updates at times which may cause them to either incur massive cellular charges, wait a very long time over a slow connection, or shift their attention away from a dangerous or business-sensitive task, i.e. while driving or while drafting an important email. Additionally, once a user is prompted to download and install updates and the user accepts, it is oftentimes the case that many of the updates require a user to accept the terms of a notification, chose update features, and authorize the installation of the updates. When a large number of updates are being installed at one time, these notifications and requests for authorization can become tedious.


SUMMARY

Additional features and advantages of the disclosure will be set forth in the description which follows, and in part will be obvious from the description, or can be learned by practice of the herein disclosed principles. The features and advantages of the disclosure can be realized and obtained by means of the instruments and combinations particularly pointed out in the appended claims. These and other features of the disclosure will become more fully apparent from the following description and appended claims, or can be learned by practice of the principles set forth herein.


The present technology provides systems, computer-readable media, devices and methods for server-based user authentication, scheduling when a user receives update notifications, and batching notifications together. These and other features of the present technology provide users with a less tedious application update experience by streamlining the process and delivering the update notifications and prompts at a time when the users can easily dispatch the updates.


Some embodiments of the present technology involve server-side authentication of user accounts by using multiple authentication tokens. Some embodiments of the present technology involve a server sending users updates for applications installed on their devices when those updates become available. Some other embodiments involve sending the user an update statement that an update is available for download. Some embodiments of the present technology involve batching and sending notifications or requests for authentications that are required for each application update that is currently ready for download.


Some embodiments of the present technology involve only prompting users that updates are available upon determining that a threshold amount of updates are available or by determining that a requisite amount of time has passed with an update pending. Some embodiments of the present technology involve prompting a user when the threshold is reached. Some embodiments involve waiting to prompt users that updates are available until the client device becomes connected to an adequately efficient network, or a network whose use does not result in financial obligations to the user.


In response to users accepting the terms of the batched notifications and adequately authenticating themselves, some embodiments of the present technology involve downloading updates only when network conditions meet system or user requirements. Some embodiments of the present technology involve only downloading updates upon a device being connected to a Wi-Fi network. Some embodiments of the present technology involve a tiered scheme of network checks that attempts to optimize update download efficiency.


Some embodiments of the present technology involve enforcing situational settings that avoid update prompts from interrupting user's current tasks or from distracting a user while performing certain tasks, i.e. driving. Some embodiments of the present technology involve a user profile and an interface for setting user preferences and situational settings.





BRIEF DESCRIPTION OF THE DRAWINGS

In order to describe the manner in which the above-recited and other advantages and features of the disclosure can be obtained, a more particular description of the principles briefly described above will be rendered by reference to specific embodiments thereof which are illustrated in the appended drawings. Understanding that these drawings depict only exemplary embodiments of the disclosure and are not therefore to be considered to be limiting of its scope, the principles herein are described and explained with additional specificity and detail through the use of the accompanying drawings in which:



FIG. 1 is a front view of an electronic device in accordance with some embodiments of present technology;



FIG. 2 illustrates an exemplary application distribution system according to some embodiments of present technology;



FIG. 3 illustrates an exemplary method of server-side processing of client requests in an application distribution system according to some embodiments of the present technology;



FIG. 4 illustrates an exemplary method of determining how and when to prompt a user that application updates are pending and how to carry out the update process according to some embodiments of the present technology;



FIG. 5 illustrates a spec method for checking network conditions and enforcing network preferences according to some embodiments of the present technology; and



FIG. 6 illustrates an exemplary method for batching notifications relating to application updates and requests for authorizations to download and install application updates according to some embodiments of the present technology.





DETAILED DESCRIPTION

Various embodiments of the disclosure are discussed in detail below. While specific implementations are discussed, it should be understood that this is done for illustration purposes only. A person skilled in the relevant art will recognize that other components and configurations may be used without parting from the spirit and scope of the disclosure. The present disclosure addresses the need in the art for a system for improving the efficiency and convenience of updating software onto a computing device by using improved notification, prompting and authorization heuristics.


A brief introductory description of a basic general purpose system or computing device, which can be employed to practice the concepts is illustrated in FIG. 1. A more detailed description of how the pre-installed software is associated with a user account will follow, including several variations as the various embodiments are set forth. The disclosure now turns to FIG. 1.


With reference to FIG. 1, an exemplary system 100 includes a general-purpose computing device 100, including a processing unit (CPU or processor) 120 and a system bus 110 that couples various system components including the system memory 130 such as read only memory (ROM) 140 and random access memory (RAM) 150 to the processor 120. The system 100 can include a cache 122 of high speed memory connected directly with, in close proximity to, or integrated as part of the processor 120. The system 100 copies data from the memory 130 and/or the storage device 160 to the cache 122 for quick access by the processor 120. In this way, the cache provides a performance boost that avoids processor 120 delays while waiting for data. These and other modules can control or be configured to control the processor 120 to perform various actions. Other system memory 130 may be available for use as well. The memory 130 can include multiple different types of memory with different performance characteristics. It can be appreciated that the disclosure may operate on a computing device 100 with more than one processor 120 or on a group or cluster of computing devices networked together to provide greater processing capability. The processor 120 can include any general purpose processor and a hardware module or software module, such as module 1162, module 2164, and module 3166 stored in storage device 160, configured to control the processor 120 as well as a special-purpose processor where software instructions are incorporated into the actual processor design. The processor 120 may essentially be a completely self-contained computing system, containing multiple cores or processors, a bus, memory controller, cache, etc. A multi-core processor may be symmetric or asymmetric.


The system bus 110 may be any of several types of bus structures including a memory bus or memory controller, a peripheral bus, and a local bus using any of a variety of bus architectures. A basic input/output (BIOS) stored in ROM 140 or the like, may provide the basic routine that helps to transfer information between elements within the computing device 100, such as during start-up. The computing device 100 further includes storage devices 160 such as a hard disk drive, a magnetic disk drive, an optical disk drive, tape drive or the like. The storage device 160 can include software modules 162, 164, 166 for controlling the processor 120. Other hardware or software modules are contemplated. The storage device 160 is connected to the system bus 110 by a drive interface. The drives and the associated computer readable storage media provide nonvolatile storage of computer readable instructions, data structures, program modules and other data for the computing device 100. In one aspect, a hardware module that performs a particular function includes the software component stored in a non-transitory computer-readable medium in connection with the necessary hardware components, such as the processor 120, bus 110, display 170, and so forth, to carry out the function. The basic components are known to those of skill in the art and appropriate variations are contemplated depending on the type of device, such as whether the device 100 is a small, handheld computing device, a desktop computer, or a computer server.


Although the exemplary embodiment described herein employs the hard disk 160, it should be appreciated by those skilled in the art that other types of computer readable media which can store data that are accessible by a computer, such as magnetic cassettes, flash memory cards, digital versatile disks, cartridges, random access memories (RAMs) 150, read only memory (ROM) 140, a cable or wireless signal containing a bit stream and the like, may also be used in the exemplary operating environment. Non-transitory computer-readable storage media expressly exclude media such as energy, carrier signals, electromagnetic waves, and signals per se.


To enable user interaction with the computing device 100, an input device 190 represents any number of input mechanisms, such as a microphone for speech, a touch-sensitive screen for gesture or graphical input, keyboard, mouse, motion input, speech and so forth. An output device 170 can also be one or more of a number of output mechanisms known to those of skill in the art. In some instances, multimodal systems enable a user to provide multiple types of input to communicate with the computing device 100. The communications interface 180 generally governs and manages the user input and system output. There is no restriction on operating on any particular hardware arrangement and therefore the basic features here may easily be substituted for improved hardware or firmware arrangements as they are developed.


For clarity of explanation, the illustrative system embodiment is presented as including individual functional blocks including functional blocks labeled as a “processor” or processor 120. The functions these blocks represent may be provided through the use of either shared or dedicated hardware, including, but not limited to, hardware capable of executing software and hardware, such as a processor 120, that is purpose-built to operate as an equivalent to software executing on a general purpose processor. For example, the functions of one or more processors presented in FIG. 1 may be provided by a single shared processor or multiple processors. (Use of the term “processor” should not be construed to refer exclusively to hardware capable of executing software.) Illustrative embodiments may include microprocessor and/or digital signal processor (DSP) hardware, read-only memory (ROM) 140 for storing software performing the operations discussed below, and random access memory (RAM) 150 for storing results. Very large scale integration (VLSI) hardware embodiments, as well as custom VLSI circuitry in combination with a general purpose DSP circuit, may also be provided.


The logical operations of the various embodiments are implemented as: (1) a sequence of computer implemented steps, operations, or procedures running on a programmable circuit within a general use computer, (2) a sequence of computer implemented steps, operations, or procedures running on a specific-use programmable circuit; and/or (3) interconnected machine modules or program engines within the programmable circuits. The system 100 shown in FIG. 1 can practice all or part of the recited methods, can be a part of the recited systems, and/or can operate according to instructions in the recited non-transitory computer-readable storage media. Such logical operations can be implemented as modules configured to control the processor 120 to perform particular functions according to the programming of the module. For example, FIG. 1 illustrates three modules Mod1162, Mod2164 and Mod3166 which are modules configured to control the processor 120. These modules may be stored on the storage device 160 and loaded into RAM 150 or memory 130 at runtime or may be stored as would be known in the art in other computer-readable memory locations.


Having disclosed some components of a computing system, the disclosure now returns to a discussion of improving users' experiences with authenticating identity and receiving notifications and prompts for updating applications that are offered to a user account in an online application distribution store or market for installation on a computing device such as a personal computer, laptop, game console, smart phone, mobile phone, or tablet PC. The approaches set forth herein can improve the efficiency and convenience of updating software onto a computing device by using improved notification, prompting and authorization heuristics. First, a description of an exemplary application distribution system is given.



FIG. 2 illustrates an exemplary application distribution system. In this example, distribution system 200 includes distribution center 210, applications database 220, the Internet 250, and computing devices 260, 270, and 280. It will be appreciated that these devices can be any computing device known in the art, whether a desktop computer, laptop, smart phone, tablet, etc. Further, these devices may be portable or in a fixed location. Together, distribution center 210, applications database 220, and configurations server can represent server side 240 of a client-server model. Similarly, computing devices 260, 270, and 280 can represent client side 290 of the client-server model. It should be appreciated that references to a method being performed either server-side or client-side refers to devices on the server-side and client-side, respectively, that substantially perform these methods.


The broad overview of distribution system 200 includes server side 240 communicating with client side 290 via the Internet 250. As an example, the server side 240 can be represented to the user as an online store for the sale and distribution of applications. A device from client side 290 can communicate with the online store using an application management computer program stored on the device. In other examples, the Internet 250 can be replaced with other communication networks such as computer networks, telephone networks, Ethernet, local area networks, wired networks, wireless networks, and others.


Computing device 260 includes applications 261. Applications 261 can include applications that were purchased from distribution center 210 by a user of computing device 260. To purchase desired applications from distribution center 210, a user logs into user account. Logging into a user account can involve one or more requests for user authentication. Once logged in, the user may select a desired application to purchase. When the user agrees to pay the price of the application, the user's payment information is used to complete the transaction. Once the transaction is completed, the desired application is associated with user account, thus allowing the user to download the desired application and also updates of the desired application. Applications associated with user account can also be updated or re-downloaded onto other devices that are associated with user account. In this example, computing device 260, computing device 270, and computing device 280 are all associated with user account and thus, are configured to receive updates and re-downloads of all applications 281 that have been associated with user account. Moreover, computing device 280 can communicate with computing device 270 to transfer digital data and applications between the two devices. In one example, computing device 280 may be configured to be a central repository containing all applications 281 associated with user account that transfers selected applications to computing device 280, In this specification, the term “application” refers to a copy of a software program or application provided by a software provider. In other examples, other digital products besides software applications and software programs (such as system software, enterprise software, multimedia files, video files, audio files, and image files) on a computing device can also be associated with user account and distributed/re-distributed by distribution center 210.


Distribution center 210, which is coupled to applications database 220, is configured to sell, deliver, and maintain applications from applications database 220. Applications database 220 can be configured to store some or all of the applications available for distribution from server side 240. The applications can be sold, updated, and delivered, i.e. transmitted, to a device in client side 290 through the Internet 250. As such, distribution center 210 represents an online store for applications. For example, applications database 220 can receive a request from distribution center 210 for an application and in response to the request, transmits the requested application to distribution center 210, which subsequently transmits the application to the requesting device. The applications requested may be applications available for purchase or applications previously associated with a user account, i.e. previously purchased or pre-installed applications that have been adopted. In other examples, applications database 220 can directly transmit the requested application to the requesting device.


Users are sometimes prompted with request for authentication before gaining the ability to purchase new media items or applications, change account information, or update existing applications. Accordingly, some embodiments of the present technology involve improved heuristics for authenticating users.


Server-Based Authentication Enforcement


Some embodiments of the present technology involve a server-based approach for authenticating users. Referring again to FIG. 2, some embodiments of the present technology involve an authentication module 299 on the server-side 240 for authenticating users. Authentication on the server side of a distribution system 200 can be preferred in some cases. For example, in some embodiments of the present technology, server-side authentication is preferred over client-side authentication when the client device is a mobile device because a mobile device is open to increased security risks. Additionally, server-driven authorization is preferred due to its flexibility as the server's policies can be changed any time and modulated on a per country or per account basis. For example, server policy can be changed to adapt to emerging fraud patterns.


In some embodiments, when a user makes a purchase request from the distribution center 210, the authentication module 299 requires that the user enter identification information as well as a password. Upon the receipt of the appropriate authentication information, the distribution center 210 obtains access to the requested item from the applications database 220 and delivers the item to the user. Additionally, the authentication module 299 delivers one or more security tokens to the user, wherein the security tokens serve to provide authentication for future transactions with the distribution center 210.


In some embodiments of the present technology, the authentication module 299 can issue both a strong token to the user and a weak token to the user. In some embodiments of the present technology, a strong token allows a user to make sensitive changes, i.e. financial purchases with the distribution center 210 or changes to user buffing information in a user account without the user needing to provide authentication details again. Also, the strong token has a short expiration period, i.e. fifteen minutes. Verification of the weak token allows the user to perform tasks without the user needing to provide authentication details again, but does not allow the user to make any additional requests that would expose the user to financial liability or that would after his profile. The weak token can provide authorization to perform some interaction with the distribution system when the interaction only requires general, non-sensitive data. For example, in some embodiments of the present technology, a weak token can provide authorization to update an application—assuming the update is free and does not otherwise involve sensitive information or additional user prerequisites, i.e. age requirement. In some embodiments, the weak token can have a longer expiration period, i.e. six months; can be used for any non-financial action with the distribution center 210; and can be renewed upon each new, strong token-authenticated financial transaction. Accordingly, in these embodiments, the authentication module 299 requests validation of either the strong token or weak token from the client side 290 depending on the type of transaction that is subsequently requested. Likewise, in some embodiments, an administrator can change the types of events that require a strong or weak token.



FIG. 3 illustrates an exemplary method 300 of server-based processing of client requests in an application distribution system according to some embodiments of the present technology. The method 300 of FIG. 3 begins with receiving a purchase request 301, or a free download request, from a user's computing device. A purchase request 301 results in a prompt from the server-side, prompting the user with a request to enter authentication information 302. A decision block 303 decides if the authentication information is correctly entered and if so, sending 399 the user the requested application along with two security tokens: a weak token and a strong token. In some embodiments, if the authentication information is entered incorrectly, the method 300 begins over as though a request is being made again.


Next, a request is made by the user through their computing device that involves sensitive information 304, such as financial information or private user data. In the method 300 of FIG. 3, the server-side processes the request 308 only if the strong token has not expired 306. Otherwise, the user must re-authenticate. Similarly, a request is made on a user's computing device that involves general information 305, such as merely confirming an update. In the method 300 of FIG. 3, the server-side processes this request 307 if the weak token has not expired 309. Otherwise, the user must re-authenticate.


According to the method 300 of FIG. 3, the server in the application distribution system can enforce purchase requests, update authentications, etc.


Additionally, a number of heuristics are available for making the purchase and update of applications more user-friendly while maintaining a threshold level of security. For example, in some embodiments of the present technology, the authentication module 299 can relax authentication requirements for those users who utilize a self-imposed passcode for deterring unauthorized use of a device. In some aspects of this embodiment, the computing device or server-side device can be programmed by default to utilize relaxed authentication requirements for users that have a passcode needed before operating the device. In one example, the computing device might not prompt a user for a password before making a purchase, or update of an application or editing a user account. In some aspects, a user can proactively change security settings in a computing device to indicate that he is satisfied with a passkey entry replacing the more secure authentication verifications to result in relaxed authentication requirements.


In some embodiments of the present technology, a mobile device equipped with geo-location capabilities can inform the authentication module 299 that the user is located in a safe environment, i.e. the user's home. Likewise, a client device can sense that a user is at home by detecting a home Wi-Fi address. In these examples, the client device can inform the authentication module 299 that the user is willing to relax authentication requirements while in that, relatively, secure location.


Notification Scheduling


As explained above, applications on a client device having software bugs can impart very large maintenance costs to an application distribution system that supports those applications and their updates. Consequently, it is in the best interest of the administrators of the application distribution system that users of the applications update them as soon as bug fixes become available to them. On the other hand, the same administrators do not want to pester their users fearing the negative consequences of seeming like Big Brother. Accordingly, the present technology provides solutions for informing users that updates and new content is available for their applications in a way that is not intrusive, that will not waste resources, and that will not require a user to interact with a device when they are busy with other important tasks or while performing actions that require the users' steadfast attention.


According to some embodiments of the present technology and referring again to FIG. 2, whenever a user on the client side 290 interacts with the distribution center 210, the distribution center 210 sends back parameters that determine an expiration date to the client device, i.e. the computing device 280. When the duration of the object expires, the client device automatically sends a request to the distribution center 210 requesting a status relating to whether one or more applications installed on the client device have available updates. In some other embodiments of the present technology, each time an application from the applications database 220 receives an update, the distribution center 210 pushes a notification to the client device on the client side. In any event, as explained above, many users do not bother to check their device for available updates. Accordingly, some embodiments of the present technology involve heuristics for prompting a user that updates are available and for executing the updates to completion.



FIG. 4 illustrates an exemplary method 400 of determining how and when to prompt a user that application updates are pending and how to carry out the update process according to some embodiments of the present technology.


The method 400 shown in FIG. 4 begins with a client device receiving one or more update statements 401 from the server-side noting that an update is available on the server-side of an application distribution system. In some embodiments, a user is not notified of a newly received statement, but can proactively seek out a statement by querying the application distribution system as to whether a statement has been received for any applications on the client's computing device.


The client device receives update statements by pulling from an application distribution system, an application distribution system pushing the statements to the client device, or in a hybrid push-pull scenario. In some embodiments of the present technology, an icon receives a badge when an update statement is available. One example of this badge can be found on various mobile and tablet devices made by Apple Inc. For example, an iPhone™ having substantially square icons representing applications can include a small circular badge place in one corner. One example of this badge of this type being used for a different purpose can be seen on the phone application wherein a small badge lists a number that corresponds to a number of notifications from that application to a user. Also, the badge can take the shape of a sash that spans across the corner of an application icon and can have text located therein to convey the status of the update.


In some embodiments, the badge can be displayed over each application that has an update available. In some embodiments, a cumulative badge can be displayed over an application specific for managing app updates such as the App Store App℠ on Apple Inc's iPhone®.


When a new update statement is received, the method 400 checks to see whether the update has been blacklisted 402. Various reasons might cause an update to be blacklisted that will be apparent to those with ordinary skill in the art having the benefit of this disclosure; however, in some embodiments, as explained below, an update is blacklisted if a user proactively tells the device never to apply the update, or to not apply an update for this version, or for a period of time.


As explained above, a developer of an application distribution system does not want to pester the clients of the application distribution system. Accordingly, in some embodiments of the present technology, the application distribution system only prompts clients when a certain threshold of applications available for update is reached. In some embodiments, prompts from the application distribution system comprise a dialog box or other menu that requires a user's reply before proceeding. Therefore, the method 400 continues by checking whether or not a threshold of update statements has been reached 403.


In some embodiments of the present technology, the threshold is reached when requisite number of updates is available. In some other embodiments, the threshold is reached when a requisite percentage of the total number of applications currently installed on the computing device has an update available. In some other embodiments, the threshold is reached when a requisite amount of time has passed, i.e. a certain number of days, from when the update notification was received. In some embodiments, the threshold is reached when a combination of these circumstances is present. For example, in some embodiments, a user is notified when at least five update notifications have been available for over thirty days. Although specific example embodiments are disclosed herein, it will be readily apparent to those with ordinary skill in the art having the benefit of this disclosure that any update percentages, amounts, number of days, etc. can be used as thresholds, as well as various other metrics.


Additionally, as explained above, the application distribution system has an interest in keeping the cellular carrier costs associated with data usage by the client devices to a minimum to prevent users avoiding updates due to incurred costs. Accordingly, some embodiments of the present technology involve making a decision of whether or not to prompt a user about updates depending on whether the client device is presently connected to a Wi-Fi network. Similarly, the application distribution system has an interest in keeping update download time short to prevent users from skipping updates so they can enjoy other device features without having to wait. Consequently, some embodiments of the present technology involve making a decision whether or not to prompt a user about the presence of updates depending on network speed—whether it is Wi-Fi vs. cellular or X-generation cellular vs. Y-generation cellular. Accordingly, if a threshold has been reached in step 402, the method 400 continues with checking network conditions and network preference settings 404.


It will be apparent to those with ordinary skill in the art having the benefit of this disclosure that a wide variety of methods exist for checking network conditions and enforcing network preferences. FIG. 5 illustrates a specific method 500 for checking network conditions and enforcing network preferences according to some embodiments of the present technology. The method 500 involves a tiered system of network checks that attempts to optimize update download efficiency. Indeed, the settings and preferences relating to the network checks can be programmed by a system administrator, a user, or combinations thereof. In some embodiments of the present technology, the server learns of the network state by querying the client's computing device.


First, before downloading and installing application updates on a client device, the system determines whether the client device is currently connected to a Wi-Fi network 501. If so, the system optionally checks if the device is currently connected to a power source 502. For example, some updates and system backup procedures can be very lengthy and can be disrupted if not allowed to completely finish. Accordingly, in some embodiments, the client device may need to be plugged in to ensure that the battery life is not depleted during an update or backup. In some other embodiments, a user can indicate that downloads only occur when the client's computing device is deemed idle for a requisite time. In some embodiments, system settings are configured such that a device will consider itself idle under certain conditions, i.e. when the device is plugged in at nighttime and is not interacted with for over one hour. The method 500 then proceeds 503 to initiate the update.


Again, the system determines whether the client device is currently connected to a Wi-Fi network 501. If the client device is not connected to Wi-Fi, the method waits 504 and iteratively checks whether a threshold period of ti has passed 505. Upon reaching a threshold period of time, the system determines whether the download size of an update (or other network activity) would involve requiring a client device to expend cellular network time that would bring the user's plan over a carrier-imposed data limit 506. Indeed, exceeding data limits would result in financial liability and, most likely, reduced performance. In some embodiments of the present technology, if the download system settings require that a data limit is not exceeded, the method 500 then waits until Wi-Fi is detected before initiating a download.


In some embodiments of the present technology, updates can be determined to be important by a server administrator or if the metadata associated with the update indicates it is important for security reasons. In these embodiments, the server can push the update through, despite the client's computing device not being connected to Wi-Fi, based on an administrator assuming that users would rather expend some data airtime in order to install an important update. Likewise, the heuristic that determines when to forego the Wi-Fi requirement can allow for dynamic time and context thresholds based on another factor such as how many applications have updates pending.


If a data limit ill not be exceeded (or if system settings permit exceeded limits), the system determines whether a first network type, i.e. a 4th Generation Cellular network, is detected 507. If so, the method 500 proceeds to optional step 502 and goes forward with the update process. If not, the method 500 performs a process of successive network checks 510, 513, 516; waiting periods 508, 511, 514; and waiting period threshold checks 509, 512, 515 until a network is detected that can perform the update process consistent with the system settings.


Referring again to FIG. 4, the method 400 also optionally determines whether or not one or more situational conditions are present which conflict with a user's situational settings 499. In some embodiments, situational settings can include not prompting a user to update one or more applications while driving. In some embodiments, the client's computing device infers that a user is driving by triangulating position information supplied by a geo-location module or OPS device. In some embodiments of the present technology, a client device infers that a user is driving if it rapidly detects a series of Wi-Fi networks. In some embodiments of the present technology, a client device infers that a user is driving if it is connected to a car Bluetooth™ speaker or plugged in to a car kit with an recognized connector type. In some embodiments, situational settings can include not prompting a user to update one or more applications while composing an email. In some embodiments, situational settings can include not prompting a user to update one or more applications while playing a game. If a user has not imposed situational settings or f a prohibited situation does not occur, the method 400 continues with prompting a user 405 to update his applications.


In some embodiments of the present technology, prompting a user 406 involves presenting a dialog box with three options for responding to the question of whether to update the applications now: “Yes,” “Not Now,” or “Never.”


If a user responds to the dialog box with “Never,” the method 400 checks 407 whether or not one or more of the updates are critical. An example of a critical update is an update to the operating system or an essential security patch. If an update is critical, the method 400 continues with presenting 408 the user with another dialog box informing the user why the update cannot be ignored. If the updates are not critical, the updates are blacklisted 409 and the method ends 490.


If, in response to the method 400 prompting a user 406, the user responds with “Wait,” the method 400 waits 410 a certain amount of time before re-checking network conditions, situational setting, and re-prompting the user. Finally, if the user responds with “Yes,” the method 400 proceeds. Optionally, the method 400 involves determining whether a device is plugged in 498 before proceeding with an update.


Once the update is initiated 411, the method 400 monitors the update progress and determines if the update experiences an interruption 412. If the update does not, the update finishes and the method 400 ends. If the update experiences an interruption, the update process is paused 413 and network conditions are re-checked, situational setting are re-checked, and the user is again prompted.



FIG. 4 illustrates an exemplary method 400 for the purpose of illustration only. In some other embodiments, methods automatically download and install all free updates and only perform a process of notification scheduling for paid updates.


In some embodiments of the present technology, a user pre-pays for a series of updates and the updates are then automatically downloaded and installed. According to these embodiments, new episodes that become available for subscriptions to periodicals, i.e. magazines, newspapers, podcasts, etc, will not cause a user prompt.


In some embodiments, the various threshold, network, and situational concerns vary depending on how often a user uses a particular application or how often an entire user base uses a particular application. In some embodiments of the present technology, a user sets preferences on a first device and then all devices tied to that user's account enforces those settings. Likewise, if multiple accounts use a single device, the device can enforce multiple settings. In some other embodiments, a different set of preferences are required for a system backup than those required for an application update. Those with ordinary skill in the art having the benefit of this disclosure will readily appreciate that many other methods are contemplated for scheduling notifications and carrying out update downloads and installations.


Also as explained above, once a user is prompted to download and install updates and the user accepts it is oftentimes the case that many of the updates require a user to accept the terms of a notification, chose update features, and authorize the installation of the updates. When a large number of updates are being installed at one time, these notifications and requests for authorization can become tedious. Accordingly, some embodiments of the present technology involve batching notifications and requests for authorization, and avoiding duplicates thereof.


Batching Notification and Authorization Requests


As discussed above, it is in the best interest of the application distribution system to avoid annoying its users with tedious request for feedback. Additionally, the present technology avoids a first download ending without a user noticing and a subsequent download sitting idle while the system waits for a user's acquiescence to a notification.


Consequently, some embodiments of the present technology involve batching notifications relating to application updates and requests for authorizations to download and install application updates. Examples of notifications and requests for authorization include notifications relating to an application using a lot of data, requests for a user to verify that he is above a certain age, requests for a system password, requests for an application password, requests for verification that an application will not be used while driving, etc.



FIG. 6 illustrates an exemplary method 600 for batching notifications relating to application updates and requests for authorizations to download and install application updates according to some embodiments of the present technology. First, as explained above, some embodiments of the present technology involve prompting a user when a plurality of updates are available 601. Upon receiving permission from the user to initiate the update process 602, the server locates all of the uploads from an application database and extracts all of the dialog prompts, notifications, authorization requests, password requests, etc. from the group of updates 603. Next, the system batches the prompts together 604 serially and avoids duplicative requests. Duplicative requests can be fairly common. For example, an application distribution system might require that some applications obtain positive affirmation from the user that the user is of an age of majority, i.e. 17+. If the plurality of updates contains multiple updates for application requiring a user to be of an age of majority, the method truncates duplicative dialog boxes, thereby saving the user time and annoyance.


Next, the batch of requests for user feedback is serially presented to the user 605 and the user responds in turn. In some embodiments, the answers to the requests for feedback are recorded on a server side of an application distribution system 606 and the download process proceeds 607 according to the user's answers. Finally, the updates are installed 608.


This method 600 avoids a fragmented update process as follows: Suppose the requests for feedback are presented periodically after each individual application update finishes, rather than serially before a group of updates begin. If a user is distracted from the update process after the first individual application update finishes, he might return to find that the entire process has been stalled while the system waits for him to answer a request for feedback. On the other hand, since the method 600 asks for all user input serially in the beginning of the process 605, the system does not wait for additional feedback and the update process can complete without further user interaction being required.


Some other embodiments of the present technology involve, batching notifications relating to application updates and requests for authorizations to download and install application updates across multiple devices and across multiple accounts.


Accordingly, although the invention has been described in detail with reference to particular preferred embodiments, persons possessing ordinary skill in the art to which this invention pertains will appreciate that various modifications and enhancements may be made without departing from the spirit and scope of the claims that follow.

Claims
  • 1. A tangible, non-transitory, computer-readable medium, comprising computer-readable instructions that, when executed by one or more processors of a computer, cause the computer to: receive an update statement, indicating availability of an update to an application on an electronic device;determine whether an update notification threshold has been met at the electronic device based upon the indication of availability of the update to the application;when the update notification threshold has been met at the electronic device, provide, via a graphical user interface (GUI) of the electronic device, a graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met, refrain from providing the graphical indication of the availability of the update to the application.
  • 2. The tangible, non-transitory, computer-readable medium of claim 1, wherein the update notification threshold comprises a requisite number of available updates.
  • 3. The tangible, non-transitory, computer-readable medium of claim 1, wherein the update notification threshold comprises a requisite percentage of a total number of applications currently installed on the electronic device with an available update.
  • 4. The tangible, non-transitory, computer-readable medium of claim 1, wherein the update notification threshold comprises a requisite timing associated with an availability of the update to the application.
  • 5. The tangible, non-transitory, computer-readable medium of claim 1, comprising computer-readable instruction that, when executed by the one or more processors of the computer, cause the computer to: identify whether a preferred network characteristic for downloading the update to the application is present;when the update notification threshold has been met at the electronic device and the preferred network characteristic is present, provide, via the GUI of the electronic device, the graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met or the preferred network characteristic is not present, refrain from providing the graphical indication of the availability of the update to the application.
  • 6. The tangible, non-transitory, computer-readable medium of claim 5, wherein the preferred network characteristic comprises a requisite minimum bandwidth.
  • 7. The tangible, non-transitory, computer-readable medium of claim 5, wherein the preferred network characteristic comprises a type of network connection, the type of network connection comprising a Wi-Fi network connection.
  • 8. The tangible, non-transitory, computer-readable medium of claim 1, comprising computer-readable instruction that, when executed by the one or more processors of the computer, cause the computer to: identify whether a preferred electronic device characteristic for downloading the update to the application is present at the electronic device;when the update notification threshold has been met at the electronic device and the preferred electronic device characteristic is present, provide, via the GUI of the electronic device, the graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met or the preferred electronic device characteristic is not present, refrain from providing the graphical indication of the availability of the update to the application.
  • 9. The tangible, non-transitory, computer-readable medium of claim 8, wherein the preferred electronic device characteristic comprises a connection to a power source.
  • 10. The tangible, non-transitory, computer-readable medium of claim 8, wherein the preferred electronic device characteristic comprises a requisite idle time.
  • 11. The tangible, non-transitory, computer-readable medium of claim 1, comprising computer-readable instruction that, when executed by the one or more processors of the computer, cause the computer to: identify the update to the application as an important update;based upon identifying the update as an important update, provide the graphical indication of the availability of the update to the application regardless of whether the update notification threshold has been met.
  • 12. The tangible, non-transitory, computer-readable medium of claim 1, comprising computer-readable instruction that, when executed by the one or more processors of the computer, cause the computer to: identify whether a situational condition meets a situational setting criteria for downloading the update to the application is present at the electronic device;when the update notification threshold has been met at the electronic device and the situational condition meets the situational setting criteria, provide, via the GUI of the electronic device, the graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met or the situational condition does not meet the situational setting criteria, refrain from providing the graphical indication of the availability of the update to the application.
  • 13. The tangible, non-transitory, computer-readable medium of claim 12, wherein the situational setting criteria comprises: not driving, not composing an email, not playing a game or any combination thereof.
  • 14. The tangible, non-transitory, computer-readable medium of claim 1, comprising computer-readable instruction that, when executed by the one or more processors of the computer, cause the computer to: receive a request to install a plurality of updates;aggregate the plurality of updates;extract one or more common prompts to be provided for install of two or more of the plurality of updates;present a single prompt for each of the one or more common prompts; anduse input received in response to the single prompt for install of the two or more of the plurality of updates.
  • 15. A computer-implemented method, comprising: receiving an update statement, indicating availability of an update to an application on an electronic device;determining whether an update notification threshold has been met at the electronic device based upon the indication of availability of the update to the application;when the update notification threshold has been met at the electronic device, providing, via a graphical user interface (GUI) of the electronic device, a graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met, refraining from providing the graphical indication of the availability of the update to the application.
  • 16. The computer-implemented method of claim 15, wherein the update notification threshold comprises a requisite number of available updates, a requisite percentage of a total number of applications currently installed on the electronic device with an available update, a requisite timing associated with an availability of the update to the application, or any combination thereof.
  • 17. The computer-implemented method of claim 15, comprising: identifying whether a preferred network characteristic for downloading the update to the application is present;when the update notification threshold has been met at the electronic device and the preferred network characteristic is present, providing, via the GUI of the electronic device, the graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met or the preferred network characteristic is not present, refrain from providing the graphical indication of the availability of the update to the application;wherein the preferred network characteristic comprises: a requisite minimum bandwidth, a type of network connection comprising a Wi-Fi network connection, or both.
  • 18. The computer-implemented method of claim 15, comprising: identify whether a preferred electronic device characteristic for downloading the update to the application is present at the electronic device; when the update notification threshold has been met at the electronic device and the preferred electronic device characteristic is present, provide, via the GUI of the electronic device, the graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met or the preferred electronic device characteristic is not present, refrain from providing the graphical indication of the availability of the update to the application;wherein the preferred electronic device characteristic comprises a connection to a power source, a requisite idle time, or both.
  • 19. An electronic device, comprising: a memory storing computer-readable instructions;a processor, configured to execute the computer-readable instructions, causing the electronic device to: receive an update statement, indicating availability of an update to an application;determine whether an update notification threshold has been met at the electronic device based upon the indication of availability of the update to the application;when the update notification threshold has been met at the electronic device, provide, via a graphical user interface (GUI) of the electronic device, a graphical indication of the availability of the update to the application; andotherwise, when the update notification threshold has not been met, refrain from providing the graphical indication of the availability of the update to the application.
  • 20. The electronic device of claim 19, wherein the update notification threshold comprises a requisite number of available updates, a requisite percentage of a total number of applications currently installed on the electronic device with an available update, a requisite timing associated with an availability of the update to the application, or any combination thereof.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a Continuation of U.S. application Ser. No. 16/510,113, filed on Jul. 12, 2019, entitled “Authentication and Notification Heuristics,” which is a Continuation of U.S. application Ser. No. 15/646,073, filed on Jul. 10, 2017, entitled “Authentication and Notification Heuristics,” which is a Continuation of U.S. application Ser. No. 14/738,536, filed on Jun. 12, 2015, entitled “Authentication and Notification Heuristics,” which is a Divisional of U.S. application Ser. No. 13/488,356, filed on Jun. 4, 2012, entitled “Authentication and Notification Heuristics,” the content of which is incorporated herein by reference in its entirety.

US Referenced Citations (245)
Number Name Date Kind
4750119 Cohen et al. Jun 1988 A
5253165 Leiseca et al. Oct 1993 A
5535383 Gower Jul 1996 A
5627973 Armstrong et al. May 1997 A
5752128 Yamashita May 1998 A
5765152 Erickson Jun 1998 A
5835911 Nakagawa et al. Nov 1998 A
5884280 Yoshioka et al. Mar 1999 A
6055513 Katz et al. Apr 2000 A
6067531 Hoyt et al. May 2000 A
6085253 Blackwell et al. Jul 2000 A
6151643 Cheng et al. Nov 2000 A
6167567 Chiles et al. Dec 2000 A
6226618 Downs et al. May 2001 B1
6233682 Fritsch May 2001 B1
6256668 Slivka et al. Jul 2001 B1
6263313 Milsted et al. Jul 2001 B1
6275954 Herman et al. Aug 2001 B1
6338044 Cook et al. Jan 2002 B1
6341353 Herman et al. Jan 2002 B1
6345256 Milsted et al. Feb 2002 B1
6363486 Knapton, III Mar 2002 B1
6385596 Wiser et al. May 2002 B1
6389592 Ayres et al. May 2002 B1
6493721 Getchius et al. Dec 2002 B1
6494762 Bushmitch et al. Dec 2002 B1
6546555 Hjelsvold et al. Apr 2003 B1
6549922 Srivastava et al. Apr 2003 B1
6587837 Spagna et al. Jul 2003 B1
6591420 McPherson et al. Jul 2003 B1
6658476 Van Dec 2003 B1
6691149 Yokota et al. Feb 2004 B1
6731312 Robbin May 2004 B2
6735572 Landesmann May 2004 B2
6754895 Bartel et al. Jun 2004 B1
6873992 Thomas Mar 2005 B1
6874003 Morohashi Mar 2005 B2
6910049 Fenton et al. Jun 2005 B2
6938005 Iverson et al. Aug 2005 B2
6963851 Szabo et al. Nov 2005 B1
7073193 Marsh Jul 2006 B2
7076445 Cartwright Jul 2006 B1
7096464 Weinmann Aug 2006 B1
7130807 Mikurak Oct 2006 B1
7168012 Clauss et al. Jan 2007 B2
7209892 Galuten et al. Apr 2007 B1
7275243 Gibbons et al. Sep 2007 B2
7308413 Tota et al. Dec 2007 B1
7330718 Liu et al. Feb 2008 B2
7383233 Singh et al. Jun 2008 B1
7512622 Volk et al. Mar 2009 B2
7624046 Galuten et al. Nov 2009 B2
7685512 Hanson et al. Mar 2010 B2
7729946 Chu Jun 2010 B2
7739256 Powell Jun 2010 B2
7756920 Muller et al. Jul 2010 B2
7827162 Suitts et al. Nov 2010 B2
7844548 Robbin et al. Nov 2010 B2
7860830 Mirrashidi et al. Dec 2010 B2
7962634 Cortos et al. Jun 2011 B2
7987449 Marolia et al. Jul 2011 B1
8015237 Muller et al. Sep 2011 B2
8219827 Nicolson et al. Jul 2012 B2
8935393 Jackson et al. Jan 2015 B1
20010021926 Schneck et al. Sep 2001 A1
20010037207 Dejaeger Nov 2001 A1
20010044786 Ishibashi Nov 2001 A1
20010054046 Mikhailov et al. Dec 2001 A1
20020002541 Williams Jan 2002 A1
20020032658 Oki et al. Mar 2002 A1
20020047899 Son et al. Apr 2002 A1
20020049844 Nishikawa Apr 2002 A1
20020073177 Clark et al. Jun 2002 A1
20020077986 Kobata et al. Jun 2002 A1
20020078211 Natarajan et al. Jun 2002 A1
20020082857 Skordin et al. Jun 2002 A1
20020087440 Blair et al. Jul 2002 A1
20020090934 Mitchelmore Jul 2002 A1
20020091584 Clark et al. Jul 2002 A1
20020099661 Kii et al. Jul 2002 A1
20020099696 Prince Jul 2002 A1
20020099801 Ishii Jul 2002 A1
20020107803 Lisanke et al. Aug 2002 A1
20020110149 Roberts et al. Aug 2002 A1
20020112171 Ginter et al. Aug 2002 A1
20020116293 Lao et al. Aug 2002 A1
20020124182 Bacso et al. Sep 2002 A1
20020143612 Barik et al. Oct 2002 A1
20020143782 Headings et al. Oct 2002 A1
20020152267 Lennon Oct 2002 A1
20020152278 Pontenzone et al. Oct 2002 A1
20020165811 Ishii et al. Nov 2002 A1
20020186844 Levy et al. Dec 2002 A1
20020198843 Wang et al. Dec 2002 A1
20030005173 Shah et al. Jan 2003 A1
20030037242 Yasuna et al. Feb 2003 A1
20030065717 Saito et al. Apr 2003 A1
20030074465 Tang et al. Apr 2003 A1
20030115144 Stefik et al. Jun 2003 A1
20030120593 Bansal et al. Jun 2003 A1
20030120928 Cato et al. Jun 2003 A1
20030135424 Davis et al. Jul 2003 A1
20030149742 Bollerud Aug 2003 A1
20030182188 Duchow Sep 2003 A1
20030192029 Hughes Oct 2003 A1
20030225619 Dokken et al. Dec 2003 A1
20030236886 Oren et al. Dec 2003 A1
20040012618 Finney Jan 2004 A1
20040015427 Camelio Jan 2004 A1
20040015445 Heaven et al. Jan 2004 A1
20040034601 Kreuzer Feb 2004 A1
20040039754 Harple Feb 2004 A1
20040044949 Rowe Mar 2004 A1
20040133605 Chang et al. Jul 2004 A1
20040136698 Mock Jul 2004 A1
20040143760 Alkove et al. Jul 2004 A1
20040148229 Maxwell Jul 2004 A1
20040148598 Kita et al. Jul 2004 A1
20040153968 Ching et al. Aug 2004 A1
20040167858 Erickson Aug 2004 A1
20040172339 Snelgrove et al. Sep 2004 A1
20040181459 Wright Sep 2004 A1
20040203755 Brunet et al. Oct 2004 A1
20040205028 Verosub et al. Oct 2004 A1
20040210481 Quinlan et al. Oct 2004 A1
20040215534 Gautier et al. Oct 2004 A1
20040215733 Gondhalekar et al. Oct 2004 A1
20040254883 Kondrk et al. Dec 2004 A1
20040254949 Amirthalingam Dec 2004 A1
20040267552 Gilliam et al. Dec 2004 A1
20040267608 Mansfield Jr. Dec 2004 A1
20040268451 Robbin et al. Dec 2004 A1
20050015765 Covell et al. Jan 2005 A1
20050021478 Gautier et al. Jan 2005 A1
20050034164 Sano et al. Feb 2005 A1
20050038813 Apparao et al. Feb 2005 A1
20050046705 Smith Mar 2005 A1
20050050218 Sheldon Mar 2005 A1
20050050345 Dowdy et al. Mar 2005 A1
20050080743 Ostrover et al. Apr 2005 A1
20050080788 Murata Apr 2005 A1
20050132359 McGuire et al. Jun 2005 A1
20050144635 Boortz Jun 2005 A1
20050165656 Frederick et al. Jul 2005 A1
20050182792 Israel et al. Aug 2005 A1
20050197946 Williams et al. Sep 2005 A1
20050216472 Leon et al. Sep 2005 A1
20050240529 Thomas Oct 2005 A1
20050267894 Camahan Dec 2005 A1
20050278375 Mitchko et al. Dec 2005 A1
20050283394 McGloin et al. Dec 2005 A1
20060008256 Khedouri et al. Jan 2006 A1
20060015489 Probst et al. Jan 2006 A1
20060041748 Lockhart et al. Feb 2006 A1
20060046703 Liu et al. Mar 2006 A1
20060048132 Chen et al. Mar 2006 A1
20060062426 Levy et al. Mar 2006 A1
20060063590 Abassi et al. Mar 2006 A1
20060074754 Toyohara et al. Apr 2006 A1
20060107046 Raley et al. May 2006 A1
20060112101 Young May 2006 A1
20060143264 Payne et al. Jun 2006 A1
20060161604 Lobo Jul 2006 A1
20060167751 Maruyama Jul 2006 A1
20060167816 Wang et al. Jul 2006 A1
20060212722 Ginter et al. Sep 2006 A1
20060218246 Fawcett Sep 2006 A1
20060229929 Hughes Oct 2006 A1
20060242640 Pauly et al. Oct 2006 A1
20060272026 Niwano et al. Nov 2006 A1
20060277096 Levitus Dec 2006 A1
20060287966 Srinivasaraghavan et al. Dec 2006 A1
20070011156 Maron Jan 2007 A1
20070011178 Dumitru et al. Jan 2007 A1
20070011709 Katz et al. Jan 2007 A1
20070028269 Nezu et al. Feb 2007 A1
20070033531 Marsh Feb 2007 A1
20070050467 Borrett et al. Mar 2007 A1
20070073694 Picault et al. Mar 2007 A1
20070083471 Robbin et al. Apr 2007 A1
20070106522 Collins May 2007 A1
20070108274 Boardman et al. May 2007 A1
20070157192 Hoefler Jul 2007 A1
20070192352 Levy Aug 2007 A1
20070208670 Quoc Sep 2007 A1
20070220051 Brentano et al. Sep 2007 A1
20070261088 Phillips et al. Nov 2007 A1
20070265969 Horwat et al. Nov 2007 A1
20070266028 Muller et al. Nov 2007 A1
20070266047 Cortes et al. Nov 2007 A1
20080040379 Suitts et al. Feb 2008 A1
20080071614 Mebruer Mar 2008 A1
20080114860 Keys et al. May 2008 A1
20080120199 Pirnack et al. May 2008 A1
20080133594 Fotinatos et al. Jun 2008 A1
20080140493 DeAngelis Jun 2008 A1
20080140537 Powell Jun 2008 A1
20080147530 Kwan et al. Jun 2008 A1
20080147558 Kraus Jun 2008 A1
20080155552 Kim Jun 2008 A1
20080195651 Rachmiel et al. Aug 2008 A1
20080214163 Onyon et al. Sep 2008 A1
20080249946 Candelore Oct 2008 A1
20080288405 John Nov 2008 A1
20080301058 Campbell et al. Dec 2008 A1
20090037287 Baitalmal et al. Feb 2009 A1
20090063543 Martin et al. Mar 2009 A1
20090138117 Bagwell et al. May 2009 A1
20090177989 Ma et al. Jul 2009 A1
20090187417 Lidestri Jul 2009 A1
20090198830 Zhang et al. Aug 2009 A1
20090240552 Yang et al. Sep 2009 A1
20090259502 Erlewine et al. Oct 2009 A1
20090260060 Smith et al. Oct 2009 A1
20090276332 Gharabally et al. Nov 2009 A1
20090276333 Cortes et al. Nov 2009 A1
20090276433 Fosback et al. Nov 2009 A1
20090307201 Dunning et al. Dec 2009 A1
20090307682 Gharabally et al. Dec 2009 A1
20090307683 Gharabally Dec 2009 A1
20100088692 Rathi Apr 2010 A1
20100115443 Richstein May 2010 A1
20100185859 Unagami et al. Jul 2010 A1
20100205274 Gharabally et al. Aug 2010 A1
20100218179 Balascio Aug 2010 A1
20100235254 Mirrashidi et al. Sep 2010 A1
20100251099 Makower et al. Sep 2010 A1
20100285821 Smeeding et al. Nov 2010 A1
20100299219 Cortes et al. Nov 2010 A1
20110023001 Giffel Jan 2011 A1
20110035579 Miura et al. Feb 2011 A1
20110060776 Suitts et al. Mar 2011 A1
20110137518 Abe Jun 2011 A1
20110189991 Krause et al. Aug 2011 A1
20110214111 Vidal Sep 2011 A1
20110228770 Dholakia et al. Sep 2011 A1
20120016904 Mahajan et al. Jan 2012 A1
20120084766 Shanmugam Apr 2012 A1
20130086202 Connelly et al. Apr 2013 A1
20130326606 Kelly et al. Dec 2013 A1
20140372353 Yamamoto et al. Dec 2014 A1
20150277893 Kelly et al. Oct 2015 A1
20150371532 e Silva et al. Dec 2015 A1
20180052681 Pereira et al. Feb 2018 A1
20180189048 Bala Jul 2018 A1
Non-Patent Literature Citations (1)
Entry
Author Unknown, “Android Enterprise Security White Paper”, Retrieved From https://static.googleusercontent.com/media/www.android.com/en//static/2016/pdfs/enterprise/Android_Enterprise_Security_White_Paper_2019.pdf, Published Jan. 2020 (Year: 2020).
Related Publications (1)
Number Date Country
20220237296 A1 Jul 2022 US
Divisions (1)
Number Date Country
Parent 13488356 Jun 2012 US
Child 14738536 US
Continuations (3)
Number Date Country
Parent 16510113 Jul 2019 US
Child 17723104 US
Parent 15646073 Jul 2017 US
Child 16510113 US
Parent 14738536 Jun 2015 US
Child 15646073 US