The present invention relates to managing utilization of computer resources, and more particularly to automatic object level monitoring of disk utilization.
Known disk utilization monitoring techniques for systems running the IBM i operating system utilize auxiliary storage pool (ASP)-level monitoring. An ASP is a group of disk drives in a System i® (also known as iSeries®) platform. The grouping of disk drives in an ASP organizes data to limit the impact of storage device failures and to reduce recovery time. If a disk failure occurs, only the data in the ASP containing the failed unit needs to be recovered. ASPs may also isolate objects with similar performance attributes, thereby improving performance. In the System i® platform, it is typical for all disk drives to be assigned to a single ASP. The System i® and iSeries® platforms are computer system platforms offered by International Business Machines Corporation located in Armonk, N.Y. System i® and iSeries® are registered trademarks of International Business Machines Corporation.
ASP-level monitoring tracks an increase in size of disk utilization at the level of the ASP, but not at the level of an actual library or object created on top of the ASP. Known monitoring of disk utilization at the ASP level is a manual approach, which includes logging onto the System i® ASP to analyze which library or object caused the monitored increase in the size of the ASP.
Generating a spooled disk utilization report using the known disk utilization monitoring techniques takes a significant amount of time, typically four to 17 hours, thereby making real time disk utilization data unavailable. Generating the disk utilization report use the PRTDIRINF/RTVDIRINF commands and/or the PRTDSKINF/RTVDSKINF commands. The PRTDIRINF (also known as (a.k.a.) Print Directory Information) command prints attributes of objects in the integrated file system, where the attributes of the objects are collected by the RTVDIRINF (a.k.a. Retrieve Directory Information) command. The PRTDSKINF (a.k.a. Print Disk Information) command prints disk space information that was stored in a database file by the RTVDSKINF (a.k.a. Retrieve Disk Information) command.
Because of the significant amount of time to generate the disk utilization report using known techniques, the analysis of the disk utilization data must be delayed, which increases a risk of outages or failure to obtain objectives of service level agreements.
In a first embodiment, the present invention provides a method of monitoring disk utilization at an object level. The method includes a computer determining at a first time a first size of an object in a System i® platform by calling an application programming interface (API). The object is (1) an object in an integrated file system (IFS) or (2) a library that includes other objects which are named storage spaces in the System i® platform. The method further includes the computer determining at a second time a second size of the object by calling the API. The second time is subsequent to the first time and the second size is greater than the first size. The method further includes the computer determining a difference between the first and second sizes. The method further includes the computer determining the difference exceeds a threshold difference. The method further includes based on the difference exceeding the threshold difference, the computer sending an alert about the object having a growth in size that exceeds the threshold difference. The alert indicates the growth at a level of the object, which is different from a growth at a level of an auxiliary storage pool in the System i® platform.
In a first aspect of the present invention, the steps of determining the first size of the object and the second size of the object do not employ the commands RTVDSKINF, PRTDSKINF, RTVDIRINF, or PRTDIRINF.
In a second aspect of the present invention, the method further includes the computer periodically and automatically monitoring sizes of objects in the IFS, which determines sizes of the objects in the IFS at multiple dates, and which stores the sizes of the objects in the IFS at multiple dates in a data repository. The method further includes the computer receiving via an interface a selection by a user of a comparison of sizes of the objects in the IFS at a start date and an end date. The method further includes the computer receiving via the interface the start date and the end date entered by the user. The start and end dates are included in the multiple dates. The method further includes the computer retrieving from the data repository the sizes of the objects at the start and end dates. The method further includes the computer determining differences between the sizes of the objects at the start date and respective sizes of the objects at the end date. The method further includes the computer presenting the differences and the sizes of the objects at the start and end dates. The method further includes the computer generating and sending a report that includes the differences and the sizes of the objects at the start and end dates.
In a third aspect of the present invention, the method further includes the computer periodically and automatically monitoring sizes of libraries in the System i® platform, which determines sizes of the libraries at multiple dates, and which stores the sizes of the libraries at the multiple dates in a data repository. The method further includes the computer receiving via an interface a selection from a user of a comparison of sizes of the libraries at a start date and an end date. The method further includes the computer receiving via the interface the start date and the end date entered by the user. The start and end dates are included in the multiple dates. The method further includes the computer retrieving from the data repository the sizes of the libraries at the start and end dates. The method further includes the computer determining differences between the sizes of the libraries at the start date and respective sizes of the libraries at the end date. The method further includes the computer presenting the differences and the sizes of the objects at the start and end dates. The method further includes the computer generating and sending a report that includes the differences and the sizes of the objects at the start and end dates.
In a fourth aspect of the present invention, the method further includes the computer receiving via an interface a selection by a user of a real time comparison of sizes of objects in an integrated file system (IFS) in the System i® platform at a start date and a current time. The method further includes the computer receiving via the interface the start date entered by the user. The method further includes the computer calling an application programming interface (API) in the System i® platform, which obtains the sizes of the objects at the start date and the current time. The method further includes the computer determining differences between the sizes of the objects at the start date and respective sizes of the objects at the current time. The method further includes the computer presenting the differences and the sizes of the objects at the start date and the current time. The method further includes the computer generating and sending a report that includes the differences and the sizes of the objects at the start date and the current time.
In a fifth aspect of the present invention, the method further includes the computer receiving via an interface a selection from a user of a real time comparison of sizes of libraries at a start date and a current time. The method further includes the computer receiving via the interface the start date entered by the user. The method further includes the computer calling an application programming interface (API) in the System i platform, which obtains the sizes of the libraries at the start date and the current time. The method further includes the computer determining differences between the sizes of the libraries at the start date and respective sizes of the libraries at the current time. The method further includes the computer presenting the differences and the sizes of the objects at the start date and the current time. The method further includes the computer generating and sending a report that includes the differences and the sizes of the objects at the start date and the current time.
In a sixth aspect of the present invention, the steps of determining the first and second sizes, determining the difference do not include manually logging onto a system in the System i platform to determine the first and second sizes.
In a second embodiment, the present invention provides a computer system including a central processing unit (CPU); a memory coupled to the CPU; and a computer-readable storage device coupled to the CPU. The storage device includes instructions that are executed by the CPU via the memory to implement a method of automatically monitoring disk utilization at an object level. The method includes the computer system determining at a first time a first size of an object in a System i® platform by calling an application programming interface (API). The object is (1) an object in an integrated file system (IFS) or (2) a library that includes other objects which are named storage spaces in the System i® platform. The method further includes the computer system determining at a second time a second size of the object by calling the API. The second time is subsequent to the first time and the second size is greater than the first size. The method further includes the computer system determining a difference between the first and second sizes. The method further includes the computer system determining the difference exceeds a threshold difference. The method further includes based on the difference exceeding the threshold difference, the computer system sending an alert about the object having a growth in size that exceeds the threshold difference. The alert indicates the growth at a level of the object, which is different from a growth at a level of an auxiliary storage pool in the System i® platform.
In a third embodiment, the present invention provides a computer program product including a computer-readable storage device and a computer-readable program code stored in the computer-readable storage device. The computer-readable program code includes instructions that are executed by a central processing unit (CPU) of a computer system to implement a method of monitoring disk utilization at an object level. The method includes the computer system determining at a first time a first size of an object in a System i® platform by calling an application programming interface (API). The object is (1) an object in an integrated file system (IFS) or (2) a library that includes other objects which are named storage spaces in the System i® platform. The method further includes the computer system determining at a second time a second size of the object by calling the API. The second time is subsequent to the first time and the second size is greater than the first size. The method further includes the computer system determining a difference between the first and second sizes. The method further includes the computer system determining the difference exceeds a threshold difference. The method further includes based on the difference exceeding the threshold difference, the computer system sending an alert about the object having a growth in size that exceeds the threshold difference. The alert indicates the growth at a level of the object, which is different from a growth at a level of an auxiliary storage pool in the System i® platform.
In a fourth embodiment, the present invention provides a method of monitoring disk utilization at an object level. The method includes the computer presenting a first option to select a comparison of sizes of objects in an integrated file system (IFS) in the System i® platform at first and second times and a second option to select a comparison of sizes of libraries in the System i platform at the first and second times. The method further includes the computer receiving a selection from a user of the first option or the second option. The method further includes the computer receiving the first time as a user entry of a start date. The method further includes the computer either (1) receiving the second time as a user entry of an end date or (2) determining the second time as a current time in response to the user selecting a third option to indicate the comparison of sizes of objects in the IFS or the comparison of sizes of libraries is a real time comparison. The method further includes if the selection of the first option was received and the user entry of the end date was received: (1) the computer retrieving from a data repository the sizes of the objects at the start and end dates, where the sizes of the objects at the start and end dates had been previously stored by periodic monitoring of the sizes of the objects; (2) the computer determining differences between the sizes of the objects at the start date and respective sizes of the objects at the end date; and (3) the computer generating and sending a report that includes the differences and the sizes of the objects at the start and end dates. The method further includes if the selection of the second option was received and the user entry of the end date was received: (1) the computer retrieving from a data repository the sizes of the libraries at the start and end dates, where the sizes of the libraries at the start and end dates had been previously stored by periodic monitoring of the sizes of the libraries; (2) the computer determining differences between the sizes of the libraries at the start date and respective sizes of the libraries at the end date; and (3) the computer generating and sending a report that includes the differences and the sizes of the objects at the start and end dates. The method further includes if the selection of the first option was received and the second time was determined to be the current time: the computer calling the first API, which obtains the sizes of the objects at the start date and the current time; the computer determining differences between the sizes of the objects at the start date and respective sizes of the objects at the current time; and the computer generating and sending a report that includes the differences and the sizes of the objects at the start date and the current time. The method further includes if the selection of the second option was received and the second time was determined to be the current time: the computer calling the second API, which obtains the sizes of the libraries at the start date and the current time; the computer determining differences between the sizes of the libraries at the start date and respective sizes of the libraries at the current time; and the computer generating and sending a report that includes the differences and the sizes of the objects at the start date and the current time.
In a fifth embodiment, the present invention provides a method of monitoring disk utilization at an object level. The method includes a computer determining at a first time a first size of an object by calling an application programming interface (API) provided by a computing platform. The object is (1) a directory in a hierarchical file system provided by the computing platform, or (2) a library that includes other objects which are named storage spaces in the computing platform. The method further includes the computer determining at a second time a second size of the object by calling the API. The second time is subsequent to the first time and the second size is greater than the first size. The method further includes the computer determining a difference between the first and second sizes. The method further includes the computer determining the difference exceeds a threshold difference. The method further includes based on the difference exceeding the threshold difference, the computer sending an alert about the object having a growth in size that exceeds the threshold difference. The alert indicates the growth at a level of the object.
Embodiments and aspects of the present invention summarized above provide a quick and automated approach for monitoring object size information and reporting the information within one hour or less. An automated email facility allows an alert and/or a report to be automatically emailed if object size growth over a specified time period exceeds a predefined threshold value for relative change or relative percentage change over the specified time period.
Embodiments of the present invention utilize system APIs and system programs to automatically track the growth of individual objects defined in a System i® platform, quickly determine whether any of the objects have experienced a sudden and excessive growth in size, and automatically send alerts about objects that have experienced sudden and excessive growth in size. Embodiments of the present invention determine growth in the size of individual libraries and/or individual IFS objects (e.g., directories) in a system in one hour or less, rather than the four to 17 hours taken to determine growth of ASPs in the same system using known techniques. By quickly identifying one or more particular objects and the associated jobs that are responsible for excessive growth in size, embodiments allow a review of the type of data involved in the excessive growth and a determination whether the type of data indicates the data can be deleted. For example, review of a report may determine that an object exhibiting excessive and sudden growth is a temporary object created during patch management, which may be safely deleted. If the type of data indicates application data is causing the excessive growth in size, then the reports or alerts generated by embodiments of the present invention allow owners of the application data to be queried about whether the application data may be safely deleted. By addressing the excessive growth through deletion of data, embodiments of the present invention prevent situations in which growth in size of ASPs beyond critical limits cause a computer system to behave unpredictably or to shut down and require a costly and time-consuming restart during which business is negatively impacted. Embodiments discussed herein do not utilize the RTVDIRINF, PRTDIRINF, RTVDSKINF, or PRTDSKINF commands used by known techniques for disk utilization analysis.
As used herein, a library is defined as a system object that serves as a directory to other objects. A library groups related objects, and allows a user to find objects by name. In the System i® platform, the system-recognized identifier for the object type of a library is *LIB. An object is defined as is a named storage space that consists of a set of characteristics that describe itself and, in some cases, data. An object is anything that exists in and occupies space in storage and on which operations can be performed. Some examples of objects in a library are programs, files, and folders.
As used herein, an IFS object is an object that is organized in the hierarchical directory structure provided by IFS. A directory is a special IFS object that is used to locate objects by names. Each directory contains a list of objects that are attached to it. The list of objects may include one or more other directories.
Disk analyzer tool 104 determines and monitors the sizes of the aforementioned objects (i.e., libraries or IFS objects) at successive times which are separated by predetermined time intervals. Disk analyzer tool 104 stores in data repository 111 the sizes of the aforementioned objects and the respective times at which the sizes were determined. Disk analyzer tool 104 determines the difference between the sizes of each object at the successive times, determines whether the difference exceeds a predetermined threshold difference, and sends an alert 112 if the difference between sizes of the object at the successive times exceeds the threshold difference. As used herein, a difference between sizes is a relative difference between the sizes or a relative percentage difference between the sizes. The threshold difference may be a threshold relative difference or a threshold relative percentage difference such as 5%.
In response to a user command for a disk utilization report and entry of a start date and an end date, disk analyzer tool 104 determines the sizes of objects at the start date and the end date, and for each object, determines the difference between the sizes at the start and end dates. Disk analyzer tool 104 generates and presents a report 114, which includes the name of each object, the size at the start date, the size at the end date, and the difference between the sizes at the start and end dates.
In response to a user command for a real time disk utilization report, and an entry of a start date, disk analyzer tool 104 determines the sizes of objects at the start date and at the current time, and for each object, determines the difference between the sizes at the start date and the current time. Disk analyzer tool 104 generates and presents report 114 which includes the name of each object, the size at the start date, the size at the current time, and the difference between the sizes at the start date and the current time.
The functionality of the components of
In step 202, disk analyzer tool 104 (see
In step 204, disk analyzer tool 104 (see
In step 206, disk analyzer tool 104 (see
In step 208, disk analyzer tool 104 (see
In step 210, based on the difference exceeding the threshold difference, disk analyzer tool 104 (see
In step 212, disk analyzer tool 104 (see
In step 214, disk analyzer tool 104 (see
Returning to step 212, if disk analyzer tool 104 (see
Returning to step 208, if disk analyzer tool 104 (see
In one embodiment, the sizes of multiple objects in system 100 (see
In an alternate embodiment, in an alternate to step 202, disk analyzer tool 104 (see
In step 304, disk analyzer tool 104 (see
In step 306, disk analyzer tool 104 (see
In step 308, disk analyzer tool 104 (see
In step 310, disk analyzer tool 104 (see
In step 312, disk analyzer tool 104 (see
In step 314, optional user selections and entries on the interface causes disk analyzer tool 104 (see
In step 316, an optional user selection on the interface causes disk analyzer tool 104 (see
In step 318, which follows step 316, the process of
Returning to step 304, if disk analyzer tool 104 (see
In step 320, disk analyzer tool 104 (see
In step 322, disk analyzer tool 104 (see
In step 324, disk analyzer tool 104 (see
In step 326, disk analyzer tool 104 (see
In step 328, optional user selections and entries on the interface causes disk analyzer tool 104 (see
In step 330, an optional user selection on the interface causes disk analyzer tool 104 (see
Returning to step 302, if disk analyzer tool 104 (see
In step 332, disk analyzer tool 104 (see
In step 334, disk analyzer tool 104 (see
In step 336, disk analyzer tool 104 (see
In step 338, disk analyzer tool 104 (see
In step 340, disk analyzer tool 104 (see
In step 342, optional user selections and entries on the interface causes disk analyzer tool 104 (see
In step 344, an optional user selection on the interface causes disk analyzer tool 104 (see
The process of
Returning to step 332, if disk analyzer tool 104 (see
In step 348, disk analyzer tool 104 (see
In step 350, disk analyzer tool 104 (see
In step 352, disk analyzer tool 104 (see
In step 354, disk analyzer tool 104 (see
In step 356, optional user selections and entries on the interface causes disk analyzer tool 104 (see
In step 358, an optional user selection on the interface causes disk analyzer tool 104 (see
The process of
Memory 804 includes a known computer readable storage medium, which is described below. In one embodiment, cache memory elements of memory 804 provide temporary storage of at least some program code (e.g., program code 814) in order to reduce the number of times code must be retrieved from bulk storage while instructions of the program code are carried out. Moreover, similar to CPU 802, memory 804 may reside at a single physical location, including one or more types of data storage, or be distributed across a plurality of physical systems in various forms. Further, memory 804 can include data distributed across, for example, a local area network (LAN) or a wide area network (WAN).
I/O interface 806 includes any system for exchanging information to or from an external source. I/O devices 810 include any known type of external device, including a display device, keyboard, etc. Bus 808 provides a communication link between each of the components in computer 102, and may include any type of transmission link, including electrical, optical, wireless, etc.
I/O interface 806 also allows computer 102 to store information (e.g., data or program instructions such as program code 814) on and retrieve the information from computer data storage unit 812 or another computer data storage unit (not shown). Computer data storage unit 812 includes a known computer-readable storage medium, which is described below. In one embodiment, computer data storage unit 812 is a non-volatile data storage device, such as a magnetic disk drive (i.e., hard disk drive) or an optical disc drive (e.g., a CD-ROM drive which receives a CD-ROM disk).
Memory 804 and/or storage unit 812 may store computer program code 814 that includes instructions that are carried out by CPU 802 via memory 804 to monitor disk utilization at an object level. Although
Further, memory 804 includes an operating system (not shown) and may include other systems not shown in
Storage unit 812 and/or one or more other computer data storage units (not shown) that are coupled to computer 102 may include ASP 106-1, . . . , ASP 106-N (see
As will be appreciated by one skilled in the art, in a first embodiment, the present invention may be a system; in a second embodiment, the present invention may be a method; and in a third embodiment, the present invention may be a computer program product.
Any of the components of an embodiment of the present invention can be deployed, managed, serviced, etc. by a service provider that offers to deploy or integrate computing infrastructure with respect to monitoring disk utilization at an object level. Thus, an embodiment of the present invention discloses a process for supporting computer infrastructure, where the process includes providing at least one support service for at least one of integrating, hosting, maintaining and deploying computer-readable code (e.g., program code 814) in a computer system (e.g., computer 102) including one or more processors (e.g., CPU 802), wherein the processor(s) carry out instructions contained in the code causing the computer system to monitor disk utilization at an object level. Another embodiment discloses a process for supporting computer infrastructure, where the process includes integrating computer-readable program code into a computer system including a processor. The step of integrating includes storing the program code in a computer-readable storage device of the computer system through use of the processor. The program code, upon being executed by the processor, implements a method of monitoring disk utilization at an object level.
While it is understood that program code 814 for monitoring disk utilization at an object level may be deployed by manually loading directly in client, server and proxy computers (not shown) via loading a computer-readable storage medium (e.g., computer data storage unit 812), program code 814 may also be automatically or semi-automatically deployed into computer 102 by sending program code 814 to a central server or a group of central servers. Program code 814 is then downloaded into client computers (e.g., computer 102) that will execute program code 814. Alternatively, program code 814 is sent directly to the client computer via e-mail. Program code 814 is then either detached to a directory on the client computer or loaded into a directory on the client computer by a button on the e-mail that executes a program that detaches program code 814 into a directory. Another alternative is to send program code 814 directly to a directory on the client computer hard drive. In a case in which there are proxy servers, the process selects the proxy server code, determines on which computers to place the proxy servers' code, transmits the proxy server code, and then installs the proxy server code on the proxy computer. Program code 814 is transmitted to the proxy server and then it is stored on the proxy server.
Another embodiment of the invention provides a method that performs the process steps on a subscription, advertising and/or fee basis. That is, a service provider, such as a Solution Integrator, can offer to create, maintain, support, etc. a process of monitoring disk utilization at an object level. In this case, the service provider can create, maintain, support, etc. a computer infrastructure that performs the process steps for one or more customers. In return, the service provider can receive payment from the customer(s) under a subscription and/or fee agreement, and/or the service provider can receive payment from the sale of advertising content to one or more third parties.
The present invention may be a system, a method, and/or a computer program product. The computer program product may include a computer readable storage medium (or media) (memory 804 and computer data storage unit 812) having computer readable program instructions 814 thereon for causing a processor (e.g., CPU 802) to carry out aspects of the present invention.
The computer readable storage medium (i.e., computer readable storage device) can be a tangible device that can retain and store instructions (e.g., program code 814) for use by an instruction execution device. The computer readable storage medium may be, for example, but is not limited to, an electronic storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. A non-exhaustive list of more specific examples of the computer readable storage medium includes the following: a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), a static random access memory (SRAM), a portable compact disc read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanically encoded device such as punch-cards or raised structures in a groove having instructions recorded thereon, and any suitable combination of the foregoing. A computer readable storage medium and a computer readable storage device, as used herein, are not to be construed as being transitory signals per se, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through a waveguide or other transmission media (e.g., light pulses passing through a fiber-optic cable), or electrical signals transmitted through a wire.
Computer readable program instructions (e.g., program code 814) described herein can be downloaded to respective computing/processing devices (e.g., computer 102) from a computer readable storage medium or to an external computer or external storage device (e.g., computer data storage unit 812) via a network (not shown), for example, the Internet, a local area network, a wide area network and/or a wireless network. The network may comprise copper transmission cables, optical transmission fibers, wireless transmission, routers, firewalls, switches, gateway computers and/or edge servers. A network adapter card (not shown) or network interface (not shown) in each computing/processing device receives computer readable program instructions from the network and forwards the computer readable program instructions for storage in a computer readable storage medium within the respective computing/processing device.
Computer readable program instructions (e.g., program code 814) for carrying out operations of the present invention may be assembler instructions, instruction-set-architecture (ISA) instructions, machine instructions, machine dependent instructions, microcode, firmware instructions, state-setting data, or either source code or object code written in any combination of one or more programming languages, including an object oriented programming language such as Smalltalk, C++ or the like, and conventional procedural programming languages, such as the “C” programming language or similar programming languages. The computer readable program instructions may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider). In some embodiments, electronic circuitry including, for example, programmable logic circuitry, field-programmable gate arrays (FPGA), or programmable logic arrays (PLA) may execute the computer readable program instructions by utilizing state information of the computer readable program instructions to personalize the electronic circuitry, in order to perform aspects of the present invention.
Aspects of the present invention are described herein with reference to flowchart illustrations (e.g.,
These computer readable program instructions may be provided to a processor (e.g., CPU 802) of a general purpose computer, special purpose computer, or other programmable data processing apparatus (e.g., computer 102) to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks. These computer readable program instructions may also be stored in a computer readable storage medium (e.g., computer data storage unit 812) that can direct a computer, a programmable data processing apparatus, and/or other devices to function in a particular manner, such that the computer readable storage medium having instructions stored therein comprises an article of manufacture including instructions which implement aspects of the function/act specified in the flowchart and/or block diagram block or blocks.
The computer readable program instructions (e.g., program code 814) may also be loaded onto a computer (e.g. computer 102), other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable apparatus or other device to produce a computer implemented process, such that the instructions which execute on the computer, other programmable apparatus, or other device implement the functions/acts specified in the flowchart and/or block diagram block or blocks.
In one embodiment, memory 804 is ROM and computer 102 is a special purpose computer, where the ROM includes instructions of program code 814 that are executed by CPU 802 via ROM 804 to monitor disk utilization at an object level.
The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of instructions, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts or carry out combinations of special purpose hardware and computer instructions.
While embodiments of the present invention have been described herein for purposes of illustration, many modifications and changes will become apparent to those skilled in the art. Accordingly, the appended claims are intended to encompass all such modifications and changes as fall within the true spirit and scope of this invention.
This application is a continuation application claiming priority to Ser. No. 15/790,250 filed Oct. 23, 2017, which is a continuation application claiming priority to Ser. No. 14/597,551 filed Jan. 15, 2015 now U.S. Pat. No. 9,823,814 issued Nov. 21, 2017, the contents of which are hereby incorporated by reference.
Number | Date | Country | |
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Parent | 15790250 | Oct 2017 | US |
Child | 16101615 | US | |
Parent | 14597551 | Jan 2015 | US |
Child | 15790250 | US |