PATENT DOCUMENT

Publication Number: US-10209760-B2
Application Number: US-201414298801-A
Country: US
Kind Code: B2

Title: Browser-driven power saving

Abstract:
The embodiments disclosed herein describe ways that a browser application or other process can reduce power usage by a computing device. Methods include the process suspending one or more plug-ins on a web page by replacing them with a snapshot taken from the plug-in, and reducing processing on non-media plug-ins and non-visible portions of web pages running in the browser, but not currently in focus, such as when a tab is in the background behind a different tab, when a browser window is minimized, or when the web page is entirely or partially occluded.

Claims:
What is claimed is: 
     
       1. A method comprising:
 receiving, via a browser application, a web page requested by a user, the web page including a main resource of the web page and an advertisement of the web page; 
 in response to receiving the web page requested by the user, parsing, by the browser application, the web page to identify web page portions corresponding to one or more media plug-ins; 
 determining a media plug-in from the one or more identified media plug-ins that is associated with the main resource and determining a media plug-in from the one or more identified media plug-ins that is associated with the advertisement of the web page; 
 activating the media plug-in that is associated with the main resource of the web page; 
 for the media plug-in that is associated with the advertisement:
 determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement based on an amount of time of user inaction with respect to the media plug-in that is associated with the advertisement; 
 in response to determining to apply the power saving procedure to the media plug-in that is associated with the advertisement:
 capturing at least one image of the media plug-in that is associated with the advertisement; 
 selecting an image from the at least one captured images as suitable for displaying as a static replacement image; and 
 replacing the media plug-in that is associated with the advertisement with the static replacement image; 
 
 
 receiving a selection of the static replacement image, the selection indicative of a user request to activate the media plug-in that is associated with the advertisement; and 
 responsive to receiving the selection:
 determining a media plug-in type associated with the media plug-in that is associated with the advertisement; 
 determining a media plug-in from the one or more identified media plug-ins that is the same media plug-in type as the media plug-in that is associated with the advertisement, the media plug-in that is the same media plug-in type being previously replaced by a static image associated with the media plug-in that is the same media plug-in type; 
 determining a media plug-in from the one or more identified media plug-ins that is a different media plug-in type than the media plug-in that is associated with the advertisement, the media plug-in that is the different media plug-in type being previously replaced by a static image associated with the media plug-in that is the different media plug-in type; and 
 activating both the media plug-in that is associated with the advertisement and the media plug-in that is the same media plug-in type without activating the media plug-in that is the different media plug-in type. 
 
 
     
     
       2. The method of  claim 1 , wherein selecting an image from the one or more captured images suitable for displaying as a static replacement image further comprises:
 applying a color histogram to a captured image of the media plug-in that is associated with the advertisement; and 
 responsive to determining that the captured image meets criteria for becoming the static replacement image based on the color histogram, selecting the image as suitable for displaying as the static replacement image. 
 
     
     
       3. The method of  claim 2 , wherein determining that the captured image meets the criteria for becoming the static replacement image comprises determining whether the image is substantially a single color, and using the image as a replacement if it is not substantially a single color. 
     
     
       4. The method of  claim 1 , wherein capturing at least one image of the media plug-in comprises capturing up to a predetermined maximum number of images. 
     
     
       5. The method of  claim 1 , further comprising, in response to a cursor hovering over the static replacement image, displaying an indication that the media plug-in is suspended. 
     
     
       6. The method of  claim 1 , wherein receiving the selection of the static replacement image comprises a cursor action directed to the static replacement image. 
     
     
       7. The method of  claim 1 , wherein the media plug-in that is the same media plug-in type is from a same source as the media plug-in that is associated with the advertisement. 
     
     
       8. The method of  claim 1 , wherein determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement comprises applying one or more exclusionary rules, which if met exclude the power saving procedure from being applied to the media plug-in that is associated with the advertisement, the one or more exclusionary rules selected from the group consisting of:
 the media plug-in is loaded in response to a user action; 
 the media plug-in is from a source included on a whitelist of sources; 
 the media plug-in exceeds a maximum size threshold; and 
 the media plug-in is smaller than a minimum size threshold. 
 
     
     
       9. The method of  claim 1 , wherein determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement comprises an exclusionary rule that excludes the power saving procedure from being applied to the media plug-in that is associated with the advertisement if the media plug associated with the advertisement is from a source is included on a whitelist of sources. 
     
     
       10. The method of  claim 9 , wherein the whitelist of sources is maintained by the browser, based on known video content web sources. 
     
     
       11. The method of  claim 9 , wherein the whitelist of sources is user-specific, based on media plug-ins activated by the user. 
     
     
       12. The method of  claim 1 , wherein determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement comprises one or more affirmative rules, which if met trigger the power saving procedure being applied to the media plug-in that is associated with the advertisement, the one or more affirmative rules selected from the group consisting of:
 the media plug-in is from a source included on a blacklist of sources; and 
 the media plug-in is determined to use an amount of power exceeding a power threshold. 
 
     
     
       13. A method comprising:
 receiving, via a browser application, a web page requested by a user, the web page including a main resource of the web page and an advertisement of the web page; 
 in response to receiving the web page requested by a user, parsing, by the browser application, the web page to identify web page portions corresponding to one or more media plug-ins; 
 determining a media plug-in from the one or more identified media plug-ins that is associated with the main resource and determining a media plug-in from the one or more identified media plug-ins that is associated with the advertisement of the web page; 
 activating the media plug-in that is associated with the main resource of the web page; 
 for the media plug-in on the web page that is associated with the advertisement:
 applying a set of rules to the media plug-in that is associated with the advertisement to determine whether to apply a power saving procedure to the media plug-in, wherein at least one of the set of rules is based on an amount of time of user inaction with respect to the media plug-in that is associated with the advertisement; 
 in response to the media plug-in that is associated with the advertisement meeting a rule from the set of rules, applying the power saving procedure to the media plug-in, comprising:
 capturing one or more images from a plurality of images corresponding to snapshots of the media plug-in that is associated with the advertisement; 
 selecting an image from the one or more captured images suitable for displaying as a static replacement image, comprising:
 applying a color histogram to a first captured image; and 
 determining whether the first captured image meets criteria for becoming the static replacement image based on the color histogram applied to the first captured image; 
 
 in response to a determination that the first captured image meets the criteria for becoming the static replacement image, replacing the media plug-in that is associated with the advertisement with the first captured image as the static replacement image; and 
 in response to a determination that the first captured image does not meet the criteria for becoming the static replacement image:
 iteratively applying a color histogram to a respective second captured image and determining whether the respective second captured image meets criteria for becoming the static replacement image based on the color histogram applied to the respective second captured image until it is determined that the respective second captured image meets the criteria or the color histogram has been applied to a maximum number of captured images; and 
 replacing the media plug-in that is associated with the advertisement with one of the captured images as the static replacement image. 
 
 
 
 
     
     
       14. The method of  claim 13 , wherein the determining that the captured image meets the criteria comprises determining whether the image is substantially a single color based on the color histogram, and using the image as a replacement if it is not substantially a single color. 
     
     
       15. The method of  claim 13 , wherein capturing one or more images from a plurality of images corresponding to snapshots of the media plug-in that is associated with the advertisement comprises capturing up to a predetermined maximum number of images. 
     
     
       16. The method of  claim 13 , further comprising, in response to a cursor hovering over the static replacement image, displaying an indication that the media plug-in is suspended. 
     
     
       17. The method of  claim 13 , further comprising, in response to a cursor action directed to the static replacement image, activating the media plug-in that is associated with the advertisement. 
     
     
       18. The method of  claim 17 , further comprising, in response to a cursor action directed to the static replacement image, activating media plug-ins on the web page that are of the same type and source as the media plug-in that is associated with the advertisement. 
     
     
       19. A non-transitory computer-readable medium storing executable code which, when executed by one or more processors, causes the one or more processors to perform operations comprising:
 receiving, via a browser application, a web page requested by a user, the web page including a main resource of the web page and an advertisement of the web page; 
 in response to receiving the web page requested by a user, parsing, by the browser application, the web page to identify web page portions corresponding to one or more media plug-ins; 
 determining a media plug-in from the one or more identified media plug-ins that is associated with the main resource and determining a media plug-in from the one or more identified media plug-ins that is associated with the advertisement of the web page; 
 activating the that is associated with the main resource of the web page; 
 for the media plug-in on the web page that is associated with the advertisement:
 determining whether to apply a power saving procedure to the media plugin that is associated with the advertisement based on an amount of time of user inaction with respect to the media plug-in that is associated with the advertisement; 
 in response to determining to apply the power saving procedure to the media plug-in that is associated with the advertisement:
 capturing at least one image of the media plug-in that is associated with the advertisement; 
 selecting an image from the at least one captured images as suitable for displaying as a static replacement image; and 
 replacing the media plug-in that is associated with the advertisement with the static replacement image; 
 
 
 receiving a selection of the static replacement image, the selection indicative of a user request to activate the media plug-in that is associated with the advertisement; and 
 responsive to receiving the selection:
 determining a media plug-in type associated with the media plug-in that is associated with the advertisement; 
 determining a media plug-in from the one or more identified media plug-ins that is the same media plug-in type as the media plug-in that is associated with the advertisement, the media plug-in that is the same media plug-in type being previously replaced by a static image associated with the media plug-in that is the same media plug-in type; 
 determining a media plug-in from the one or more identified media plug-ins that is a different media plug-in type that the media plug-in that is associated with the advertisement, the media plug-in that is the different media plug-in type being previously replaced by a static image associated with the media plug-in that is the different media plug-in type; and 
 activating both the media plug-in that is associated with the advertisement and the media plug-in that the same media plug-in type without activating the media plug-in that is the different media plug-in type. 
 
 
     
     
       20. The non-transitory computer-readable medium of  claim 19 , wherein selecting an image from the one or more captured images suitable for displaying as a static replacement image further comprises:
 applying a color histogram to a captured image of the media plug-in that is associated with the advertisement; and 
 responsive to determining that the captured image meets criteria for becoming the static replacement image based on the color histogram, selecting the image as suitable for displaying as the static replacement image. 
 
     
     
       21. The non-transitory computer-readable medium of  claim 19 , the operations further comprising, in response to a cursor hovering over the static replacement image, displaying an indication that the media plug-in that is associated with the advertisement is suspended. 
     
     
       22. The non-transitory computer-readable medium of  claim 19 , wherein receiving the selection of the static replacement image comprises a cursor action directed to the static replacement image. 
     
     
       23. The non-transitory computer-readable medium of  claim 19 , wherein determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement comprises applying one or more exclusionary rules, which if met exclude the power saving procedure from being applied to the media plug-in that is associated with the advertisement, the one or more exclusionary rules selected from the group consisting of:
 the media plug-in is loaded in response to a user action; 
 the media plug is plug-in is from a source included on a whitelist of sources; 
 the media plug-in exceeds a maximum size threshold; and 
 the media plug-in that is smaller than a minimum size threshold. 
 
     
     
       24. The non-transitory computer-readable medium of  claim 19 , wherein determining whether to apply a power saving procedure to the media plug-in that is associated with the advertisement comprises one or more affirmative rules, which if met trigger the power saving procedure being applied to the media plug-in that is associated with the advertisement, the one or more affirmative rules selected from the group consisting of:
 the media plug-in is from a source included on a blacklist of sources; and 
 the media plug-in is determined to use an amount of power exceeding a power threshold.

Description:
RELATED APPLICATIONS 
     This case claims the benefit of U.S. Patent Application Ser. No. 61/832,951, filed Jun. 9, 2013, titled “Browser-Driven Power Saving,” which is incorporated by reference in its entirety. 
    
    
     BACKGROUND 
     The embodiments generally relate to a process (e.g., a browser application) that modifies processing of content on a web page to capture power savings and extend battery life. More particularly, the embodiments relate to suspending plug-ins on a web page and reducing web pages processing associated with web pages that are not in focus. 
     Many web pages include one or more plug-ins to present content. A plug-in generally provides additional functionality to the process that is managing the power (e.g., the web browser), for example to access additional content that some circumstances is present on a web page. A plug-in optionally is related to the main resource for the page, such as a music video for a video website or a video news report for a news website, or alternatively related to non-central elements such as advertisements and other content. In addition, even the primary content of web pages has become more processing intensive. 
     SUMMARY 
     However, the increased presence of plug-ins on web pages requires increased processor utilization, which in turn requires increased power consumption, such as battery power. When a plug-in on a web page is related to the main resource of the page, this power usage is necessary and likely is related to the content for which the user sought out the page. For plug-ins that are not part of the main resource, such as advertisements, the power usage, often comes at the expense of content the user did not seek out, or even content that in some circumstances is distracting to the user. In addition, much of the processing that occurs for a web page continues even when the page content is no longer being actively read by the user, such as when the user has minimized the browser window, occluded the web page with another application, or moved the web page to a background tab of the browser. This is because in some browsers, the plug-in continues to execute under these rules, resulting in continued battery power consumption. Since many users access web content using mobile, battery-powered devices, the reduction of battery power due to plug-in execution results in the need for more frequent recharging and thus excessive energy consumption. 
     Some browsers do not provide a means for recognizing the aspects of web pages that are causing excessive power and battery usage relative to their usefulness to the user, nor a means for reducing such power usage as a way to extend battery life for the associated computing device. 
     A process (e.g., a browser application) is configured to perform various methods that reduce power usage by a computing device, selectively based on the status of processes that the browser application controls. The methods include replacing the processing-intensive plug-in activity associated with displaying a video, with a static image that is a snapshot taken from the video. In this embodiment, the process (e.g., browser) parses a received web page to identify one or more media plug-ins on the page, and applies a set of rules to the media plug-ins to determine whether to apply a power saving procedure to one or more of them. If the power saving procedure is to be applied, snapshots images are captured from the plug-in, and an appropriate one of the images is selected to replace the plug-in on the page. The presentation of a static image does not require the continuous use of the processor as would executing the plug-in to display a video, thereby reducing the processing power that would otherwise result from allowing the plug-in to run. A user can subsequently reload the plug-in by clicking or otherwise activating it. 
     In addition, power saving methods include suspending or reducing non-media plug-in execution on any page and other processing on non-visible portions of pages running in the browser, but not currently in focus, such as when a tab is in the background behind a different tab, when a browser window is minimized, or when the web page is entirely or partially occluded by another window. In this embodiment, the process determines web pages open within the browser, as well as whether the content of the open pages is visible (as opposed to occluded, minimized, in a background tab, or otherwise not visible), and suspends or reduces update associated with pages with non-visible content. The process works with timers for the page content to reduce processing power and thus saves battery/power, and also coordinates with any power usage reduction already being implemented by the operating system for browser processes. 
     The features and advantages described in the specification are not all inclusive and, in particular, many additional features and advantages will be apparent to one of ordinary skill in the art in view of the drawings, specification, and claims. Moreover, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes, and was not selected to circumscribe the inventive subject matter. 
    
    
     
       BRIEF DESCRIPTION OF DRAWINGS 
         FIG. 1  is a high-level block diagram of a computing environment for invoking power saving procedures via a browser or process according to one embodiment. 
         FIG. 2  is a high-level block diagram illustrating a typical computer for acting as the computing device and/or cloud server according to one embodiment. 
         FIG. 3  is a flowchart depicting a method for saving power within a browser or process according to one embodiment. 
         FIG. 4  displays an example graphical user interface (GUI) of a browser displaying a CNN web page according to one embodiment. 
         FIGS. 5A and 5B  display examples of GUIs in which a plug-in has been replaced by a still image according to one embodiment. 
         FIG. 6  is a flowchart depicting a method for selecting an image for replacement of a plug-in according to one embodiment. 
         FIG. 7  displays an example GUI in which a plug-in has been replaced by a still image not meeting the criteria to be used as a replacement image according to one embodiment. 
         FIG. 8  is a flow chart illustrating a process for identifying and selectively reducing background processes according to one embodiment. 
         FIG. 9  is a screenshot of a n example GUI showing a web page in a background tab according to one embodiment. 
         FIG. 10  is an example GUI showing a web page almost entirely occluded by a Word document according to one embodiment. 
         FIG. 11  is an example GUI showing a web page that is minimized according to one embodiment. 
     
    
    
     The figures depict, and the detail description describes, various non-limiting embodiments for purposes of illustration only. One skilled in the art will readily recognize from the following discussion that alternative embodiments of the structures and methods illustrated herein in some circumstances are employed without departing from the principles described herein. 
     DETAILED DESCRIPTION 
     Methods and apparatuses for reducing power usage by a browser application or process are described herein. In the following description, numerous specific details are set forth to provide thorough explanation of embodiments of the present invention. It will be apparent, however, to one skilled in the art, that embodiments of the present invention in some circumstances are practiced without these specific details. In other instances, well-known components, structures, and techniques have not been shown in detail in order not to obscure the understanding of this description. 
     Reference in the specification to “one embodiment” or “an embodiment” means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase “in one embodiment” in various places in the specification do not necessarily all refer to the same embodiment. References to entities in the singular should be understood to encompass the plural, as appropriate for the context. 
     The processes depicted in the figures that follow are performed by processing logic that includes hardware (e.g., circuitry, dedicated logic, etc.), software (such as is run on a general-purpose computer system or a dedicated machine), or a combination of both. Although the processes are described below in terms of some sequential operations, it should be appreciated that some of the operations described optionally are performed in different order. Moreover, some operations are performed in parallel rather than sequentially in some circumstances. 
     According to one embodiment, a process (e.g., browser) parses a received web page to identify one or more media plug-ins on the page, and applies a set of rules to the media plug-ins to determine whether to apply a power saving procedure to one or more of them. If the power saving procedure is to be applied, snapshots images are captured from the plug-in, and an appropriate one of the images is selected to replace the plug-in on the page, thereby saving the processing power associated with allowing the media plug-in to run. A user can subsequently reload the media plug-in by clicking or otherwise activating it. The processes discussed herein pertain to media plug-ins, such as those including video, audio, or some combination including video or other visual components. While some aspects described apply to the specific visual components (e.g., capturing a snapshot), other aspects described herein are more generally applicable to plug-in types without a visual component (e.g., reduced updating, suspending, etc.). 
     According to another embodiment, a browser or process determines web pages open within the browser, as well as whether the content of the open pages is visible (as opposed to occluded, minimized, in a background tab, or otherwise not visible), and suspends or reduces update rates associated with pages with non-visible content. As used herein, the term occluded means blocked, hidden, or otherwise concealed at least in part by another UI object. The browser or process works with timers for the page content to reduce processing power and thus save battery/power, and also coordinates with throttling of processes by the operating system. This process also can be applied as the power saving step for plug-ins that do not include visual content. 
     System Environment 
       FIG. 1  is a high-level block diagram of a computing environment  100  for controlling power saving by a browser or other process managing the power in a web browser application, according to one embodiment. Although the example herein recites a web browser performing the methods described, any other process also could be performing the method in conjunction with information from the browser. The system  100  includes one or more computing devices  105 , one or more servers  110 , one or more content providers  115 , and a network  120 . 
     In one embodiment, the content provider  115  provides articles such as web pages to the computing device  105 . The term ‘articles,’ as used herein, is used in the general sense to refer to documents, web pages, and other content. A web site is an example of a content provider  115 . Although a single content provider  115  is shown in  FIG. 1 , multiple content providers are in communication with the computing device  105  in some circumstances. 
     The computing device  105  is an electronic device such as a desktop computer (e.g., an iMac™), a laptop computer (e.g., MacBook™), a tablet computer (e.g., iPad™), a mobile phone (e.g., iPhone™), a media device (e.g., iPod™), etc., each from Apple Inc. Generally, the computing device  105  is configured to enable a user to view articles provided by the content provider  115  or server  110 . The server  110  is any computing device or a cloud server, such as iCloud™, and in some circumstances is a general purpose computer or server-level computer as described in conjunction with  FIG. 2 . The network  120  includes in various embodiments any combination of local area and/or wide area networks, using both wired and wireless communication systems. 
     The computing device  105  includes a web browser application  125 , such as Safari® from Apple Inc. or Internet Explorer® from Microsoft Corporation. The web browser application  125  has multiple modules: content retrieval module  130 , DOM processing module  135 , rendering module  140 , plug-in identification module  145 , content extraction module  150 , mode based UI configuration module  155 , image selection module  160 , content presentation module  165 , visibility module  170 , and throttling module  175 . 
     As is known in the art, the term “module” refers to computer program logic utilized to provide the specified functionality to the computing device  105 . Other embodiments of the process that is managing the power (e.g., the web browser  125 ) and/or computing device  105  can have different and/or other modules than the ones described here, and that the functionalities can be distributed among the modules in a different manner. 
     Content retrieval module  130  is configured to retrieve articles (i.e., documents, web pages, and other content) via a network  120  from a remote server  110  or other content provider  115  or a local file system, and is one means for performing this function. Documents received can be hypertext based, such as HTML (Hyper Text Markup Language), XML (Extensible Markup Language), or other markup languages, as well as CSS (Cascading Style Sheets), JavaScript, and any other page presentation or control mechanisms. 
     In one embodiment, DOM processing module  135  can process (i.e., parse) a document to identify document elements and generate a document object model (DOM) tree out of the document elements, and is one means for performing this function. A document element in some circumstances is a hypertext element such as an HTML tag in an HTML document. A DOM tree represents a topological or structural relationship among the document elements in some circumstances. Nodes in a DOM tree of a document correspond to one document element of the document. Document elements optionally include document content and/or layout specifications, such as size attributes associated with HTML tags in an HTML document, for presenting the document content. Rendering module  140  in some circumstances generates rendering information, such as layout parameters (e.g., sizing data of a rectangular area) for nodes in a DOM tree for presenting a corresponding document. Rendering module  140  can make rendering decisions according to configurations including layout specifications in a document, user interface settings for the process that is managing the power (e.g., the web browser  125 ) and/or other system settings, etc. A web page optionally is represented by a rendered DOM tree via rendering module  140 . In one embodiment, rendering module  140  is the WebKit layout engine, which allows processes (e.g., web browsers) to render web pages. 
     In one embodiment, plug-in identification module  145  can determine if a document includes one or more plug-ins, and is one means for performing this function. Typically, browser application  125  can present a document received according to an original rendered DOM tree directly from DOM processing module  135  and rendering module  140 . If the document includes plug-ins, plug-in is represented in the DOM based on a specific ClassID, element type, or file extension (suffix) known to correspond to a media plug-in, which can be identified as described below in conjunction with  FIG. 3  (step  315 ). 
     A special mode is triggered for the document by plug-in identification module  145 . A special mode optionally includes document independent user interface configurations, such as designating multiple target areas on a display screen for presentation. Plug-in identification module  145  retrieves metadata via links obtained from a DOM tree as embedded in a document to further process the document and retrieve remote content in some circumstances. If a document is associated with a special mode, in one embodiment, content extraction module  150  can select, e.g., heuristically, targeted content to present from the document, e.g., plug-ins, according to the special mode. Content extraction module  150  optionally clones sub trees selected from an original DOM tree for a mode specific DOM tree representing the plug-ins from the document, to present in a separate process from the displayed page that is not visible to the user, for running the power saving procedure described in conjunction with  FIGS. 3 and 6  herein. 
     Mode based UI configuration module  155  can configure the separate process for the special mode identified for a document, and is one means for performing this function. In one embodiment, content extraction module  150  provide mode based UI configuration module  155  configuration parameters and/or content sources extracted from a rendered DOM tree for the document. Mode based UI configuration module  155  optionally configures the separate process created by content extraction module  150  for rendering off screen. 
     Image selection module  160  provides processing for selection of an appropriate replacement image for a plug-in, and is one means for performing this function. One implementation of module  160  is described in conjunction with  FIG. 6 . Content presentation module  165  can present a rendered DOM tree, e.g. based on a document associated with a regular mode or selected content from a document in a special mode. 
     Visibility module  170  provides the browser  125  (or process) the ability to determine which pages and content are visible via the user interface, e.g., by identifying background tabs, minimized windows, and occluded content as non-visible, and is one means for performing this function. One implementation of module  170  is described in conjunction with  FIG. 8 . 
     Throttling module  175  determines what content is being power throttled by the operating system, determines what content should have further power reduction applied based on its visibility status, communicates throttling messages to the operating system for throttling entire processes, and works with timers to apply throttling at the browser  125  level, and is one means for performing these functions. 
     Computing device  105  also includes a UI module  180  that controls presentation of graphical user interface aspects on the display, for example, for providing the user interfaces of  FIGS. 4, 5A /B,  7 , and  9 - 11 . 
       FIG. 2  is a high-level block diagram of a computer  200  for acting as the computing device  105  or server  110  according to one embodiment. Illustrated are at least one processor  205  coupled to a chipset  210 . Also coupled to the chipset  210  are a memory  215 , a storage device  220 , a keyboard  225 , a graphics adapter  230 , a pointing device  235 , and a network adapter  240 . A display  245  is coupled to the graphics adapter  230 . In one embodiment, the functionality of the chipset  210  is provided by a memory controller hub  250  and an I/O controller hub  255 . In another embodiment, the memory  215  is coupled directly to the processor  205  instead of the chipset  210 . 
     The storage device  220  includes a non-transitory computer-readable storage medium, such as a hard drive, compact disk read-only memory (CD-ROM), DVD, or a solid-state memory device. The memory  215  holds instructions and data used by the processor  205 . The pointing device  235  is a mouse, track ball, touch panel, or other type of pointing device in various embodiments, and is used alone or in combination with the keyboard  225  to input data into the computer system  200 . The terms “click,” “hover,” “button selection,” etc., as used herein to refer to a user action by way of a pointing device  235 , means any user-initiated action that effects that end, which includes touch-screen actions such as tapping, double tapping, holding a finger on the touch screen, swiping, pinching, etc., as commonly used on single-touch and multi-touch enabled devices. The graphics adapter  230  displays images and other information on the display  245 . The network adapter  240  couples the computer system  200  to a local or wide area network, such as network  120  of  FIG. 1 . 
     As is known in the art, a computer  200  can have different and/or other components than those shown in  FIG. 2 . In addition, the computer  200  can lack certain illustrated components. In one embodiment, a computer  200  acting as the server  110  optional lacks a keyboard  225 , pointing device  235 , graphics adapter  230 , and/or display  245 . Moreover, the storage device  220  can be local and/or remote from the computer  200  (such as embodied within a storage area network (SAN)). As is known in the art, the computer  200  is adapted to execute computer program modules for providing functionality as described herein. In one embodiment, program modules are stored on the storage device  220 , loaded into the memory  215 , and executed by the processor  205 . 
     Method Flow: Power Saver Procedure 
     The methods and systems described herein describe ways that a browser application or process can reduce power usage by a computing device, based on the processes that the browser application or process controls. The methods include the browser (or the process) suspending one or more plug-ins on a page that are not the primary resource, and by replacing the processing-intense plug-in activity with a static image that is a snapshot taken from the plug-in. In addition, additional methods include reducing processing on non-visible portions of pages running in the browser, but not currently in focus, such as when a tab is in the background behind a different tab, when a browser window is minimized, or when the web page is entirely or partially occluded. 
       FIG. 3  is a flowchart depicting one method for saving power, this method is, optionally performed by computing device  105  (e.g., browser  125 ) or one or more programs stored in a non-transitory computer-readable storage medium therein. In some circumstances, browser  125  receives  310  a page request from a user, e.g. by selection of a hyperlink, a bookmark, or entry of a URL. The requested page is retrieved from a local or remote server, e.g., by content retrieval module  130 . 
     Next, browser  125  (or process) parses  315  the web page to identify one or more plug-in portions. Specifically, from the page retrieved, resources are processed, e.g., by DOM processing module  135 , to determine the main resource, additional resources (such as advertisements or multimedia content from a separate content server, etc.) to fetch, etc., and details are recorded regarding the various resources and their respective content sources. During this process, one or more plug-in applications are identified, e.g., by plug-in identification module  145 , based on a DOM tree rendered, e.g., by rendering module  140 . For example, if the page includes a link with a file extension (suffix) indicating a media plug-in file type (e.g., .swf, .wmv, .tivo, .rmd, .mpv2, .gvi—to name just a few), then the page includes a media plug-in. Similarly, if the page includes elements typically associated with media plug-ins (e.g., &lt;object&gt;, &lt;embed&gt;, &lt;video&gt;, &lt;audio&gt;, &lt;source&gt;, etc. —to name a few), the browser  125  (or process) knows there could be a media plug-in on the page. Although it is possible to identify multiple plug-ins via this parsing  315  process, the remainder of this figure description references a single plug-in. The singular usage is for clarity here and is not meant to be limiting; the processes described below (steps  320 - 370 ) optionally are repeated for multiple plug-ins that appear on a page. 
     In one embodiment, the computing device  105  displays a web page in the web browser application  125 .  FIG. 4  illustrates a graphical user interface (GUI) for a browser  125  displaying a CNN web page  400 , e.g., a provided by user interface module  180 . The web page  400  has a main resource section  410  in the middle of the page  400 , which includes a video plug-in  415  and text content  420 , as well as a side portion  430 , which also includes a plug-in  435 . Plug-in  435  is an advertisement. The plug-ins  415 ,  435  despite being shown here with play buttons, typically would be automatically launched and thus playing a video or other animation. A playback control bar is shown at the bottom right of the video of plug-in  415 , however, such a control bar is optional and not present in some plug-in formats. The parsing step of  FIG. 3  would identify both plug-ins  415  and  435 . 
     Returning to  FIG. 3 , browser  125  (or other process) then determines  320  which set of rules apply to the identified plug-in. The set of rules are affirmative according to one embodiment, e.g., that the source of the plug-in appears on a user-specific or browser-based blacklist of plug-ins to subject to the power saver procedure. For example, a blacklist is maintained by the browser (or process) for known advertisement server sources in some circumstances. Another affirmative rule that applies in some circumstances is that the plug-in is determined to use an amount of power exceeding a maximum power usage threshold. In this rule, power usage by the plug-in is sampled over the course of a defined period to determine if power usage exceeds a threshold defined as the maximum power usage allowed, above which a power saving procedure is applied. Power usage is based on CPU utilization by the plug-in. For example, the browser  125  (or process) can check CPU usage once a minute, determination a measure of utilization attributable to the plug-in (e.g., percentage of CPU cycles used by the plug-in, or percentage of CPU time), and can apply the power saving procedure if an amount of time, t, has passed, during which no user action is taken related to the plug-in. 
     The set of rules optionally includes exclusionary or negative rules. For example, the set of rules optionally includes that the plug-in is not the main resource for the web page (e.g., as determined above in the parsing step  315 ). This is because some web pages are designed so that nearly the entire page content is a single Flash video plug-in; in which case this rule would be helpful to recognize the Flash video plug-in as the main resource (rather than as an advertisement) and not suspend the plug-in. In this situation, browser  125  (or process) will not apply the power saver procedure because the plug-in likely is the content that the user was trying to access via the web page. The ability to recognize content as the main resource for a web page is further described in U.S. patent application Ser. No. 12/794,674, entitled “Reader Mode Presentation of Web Content,” filed Jun. 4, 2010, which is incorporated by reference herein in its entirety. 
     Another example of an exclusionary rule is that the plug-in does not exceed a maximum size threshold, or is not smaller than a minimum size threshold; these thresholds are predetermined or adjustable by browser  125  (or process) in some circumstances. These examples are rules in which the plug-in is audio only (e.g., size zero or very small size), in which case it makes sense to let the plug-in continue to run, or due to small size it uses little power/battery life. An optional predetermined size minimum is used in some circumstances, such as a size below a minimum width and/or height (e.g., 40 pixels), or a total size, e.g., 40×40 pixels, or minimum percentage of the pixel area of the page (e.g., less than 5%). Conversely, very large plug-ins sometimes indicate that they are part of the primary content, even if not identified as such by the ‘not main resource’ negative rule. Again a predetermined size, e.g., as a percentage of the page optionally is used, for example if the plug-in takes up 94% of the total page or more it is considered large, and thus the power saving procedure is not initiated. 
     Another example of an exclusionary rule is that the plug-in is not from a source included on a user-specific or browser-based whitelist of sources (e.g., source as determined above in the parsing step  315 ). A browser-based whitelist is be maintained for common video sites, such as YouTube, Vimeo, etc. in some circumstances. User-based whitelists optionally are generated, e.g., when a user clicks on a plug-in from a particular source thereby interacting with the plug-in, the source information is automatically added to a whitelist of sources, which is maintained by the browser  125  (or process) for a predetermined time such as 30 days; the user can edit the user whitelist in a preferences setting to add or remove sources. A clicked-on plug-in is added to the user whitelist as a combination of page URL and plug-in URL. This process restricts the approval of the plug-in to just the page that it appears on, and thus prevents a user who clicks on an advertisement once from unintentionally automatically activating all plug-ins ads from the advertisement provider on every page visited. In addition, a further negative rule optionally is that the plug-in was not loaded in response to a user action. For example, if a user clicks on a button or other user interface element that launches a plug-in, it is likely that the user wanted to run the plug-in and thus this particular instance of the plug-in should not be power saved. This example often occurs for plug-ins associated with games. The browser  125  (or other process) looks at whether the plug-in was lunched as a result of user input (e.g., timestamp of mouse, key, touch), or if a user action occurred within N seconds, e.g., five seconds, before plug-in launch. 
     If the (positive or negative) rules do not apply, the process managing the power (e.g., browser  125 ) allows  370  the plug-in to load without applying the power saving procedure  330 . If one of the rules do apply, the browser (or process) creates  325  a separate execution process for the identified plug-in, e.g., via content extraction module  150  cloning subtrees for the relevant DOM components, and placing them into the new process, and the mode based UI configuration module  155  then controlling the cloned subtrees so that they are not displayed. The browser (or process) then executes the power saving procedure  330 . 
     Referring again to the example of  FIG. 4 , the plug-in  415  in the main resource section  410  will be classified as the main resource for the web page, and thus the power saving procedure is not applied to it. However, plug-in  435  would have the power saving procedure applied, as it is not a primary resource (e.g., is not be present on a whitelist, or may even appear on a blacklist of sources since it is an advertisement). 
     Once the power saver procedure is initiated  330 , an amount of power consumed by the plug-in is reduced (e.g., by preventing the plug-in from playing on the web page). Within the separate process, but not visible to the user, one or more images are captured  335  as snapshots from the plug-in for possible use as a static image to replace the plug-in as it appears on the received page. From the image(s) captured, an image is selected  340  as a replacement image, e.g., by image selection module  160 , as described in greater detail in conjunction with  FIG. 6 . 
     Next, the process managing power (e.g., browser  125 ) replaces  345  the identified plug-in with the still image selected  340  via the separate process, e.g., by mode based UI configuration module  155  to update the web page displayed to include the still image, rather than the video (or other content) of the plug-in. Not allowing the plug-in  435  to continue running (e.g., preventing the plug-in from running, suspending the plug-in, or otherwise stopping the plug-in) saves the computing device  100  significant computational power and battery life. 
     Referring now to  FIG. 5A , a web page  500  is shown, in which the plug-in  435  has been replaced by a still image  440  corresponding to the plug-in  435  per the replacement step  345  above. If the user hovers over the still image  440 , or a corresponding action on a touch screen such as holding a touch stationary over the still image  440 , a notification  445  appears, as shown in  FIG. 5B  as “Plug-in suspended—Click to restart.” If the user directs a selection or touch action at the static replacement image  440 , reloading plug-ins on the web page that are of the same type. 
     This processes pertains to media plug-ins, such as those including video, audio, or some combination including video or other visual components. For plug-in types without a visual component, the power reduction processes (browser-based or other process-controlled throttling) described below in conjunction with  FIGS. 8-11  can be applied (e.g., reduced updating, suspending, etc.) instead of the power saving procedure  330  discussed above. 
     Returning to  FIG. 3 , if at a later time, as represented by the break in the arrow between steps  345  and  350 , browser  125  (or process) receives  350  a user action related to plug-in, the browser  125  (or process) determines  355  whether the action is a reload type of action. Reload types of actions include, according to various embodiments, a click on the still image  440  or the notification  445 , or other action indicating the user wants to re-load the plug-in  435 . If the action is a reload type, the browser  125  (or process) reloads  360  the plug-in, e.g., by the mode based user interface configuration module  155  reconfiguring the page for rendering. 
     If the action is not a reload type, such as resizing of the plug-in  435 , or clicking on a different still image  440  corresponding to a power saved plug-in on the page, the process returns to step  320  to check whether the corresponding plug-in  435  meets any further power saving rule. In this example, the rules are those described above in conjunction with step  320 , or optionally related to the user action of step  350 , e.g., for a resize action, the rule in some circumstances is whether the plug-in  435  has been resized to exceed the aforementioned maximum size threshold (thereby indicating to the browser or process to not power save the plug-in any further). For an action corresponding to reloading a different plug-in  435  on the page, the rule in some circumstances is whether the plug-in  435  is of the same type and from the same content source, in which case the plug-in  435  is again not power saved. In addition, the browser  125  (or process) optionally runs a double check of the plug-ins  435  on the page to check whether a suspended plug-in  435  corresponds to a main resource portion of the page (such as  410  of  FIG. 4 ) and is of significant size. In this example, the browser  125  (or process) has information for the coordinates of typical main resources on the page (e.g., in the middle section of the page, but not completely at the top), and it can determine if a plug-in is within the area of those coordinates. If a rule does not apply, the plug-in  435  is reloaded  360 . 
     Method Flow: Replacement Image Selection 
     The power saving procedure  330  beneficially operates to provide a replacement image that will give the user the impression that the plug-in on the web page is operating correctly, and is not broken. This is because if the plug-in was simply stopped without a replacement image, the user might incorrectly infer that the plug-in or page was not operating properly. Referring now to  FIG. 6 , a flowchart depicts a method for selectively applying a power saving procedure  330  to select an appropriate static image for replacement of the plug-in on the page according to one embodiment. A separate process (thread), e.g., image selection module  160 , first receives  605  a plug-in  435  from browser  125  (or process), e.g., as a result of initiation the power saving procedure  330  of  FIG. 3 . 
     First, a plug-in selected for power saving is received  610  from browser  125  (or process managing power). A procedural loop  620  begins for processing N images, in this example images 1 through N. One or more images are captured  630  (step  335  of  FIG. 3 ) from the plug-in  435 , as described in conjunction with  FIG. 3 . 
     Next, the process determines  640  whether the captured image is suitable for displaying as a static replacement image, e.g., according to various criteria. The image is analyzed according to one embodiment by generating a color histogram of the image to detect the colors present in the image. The histogram colors are examined to determine whether  640  the image meets the criteria for use as a still replacement image. 
     The criteria for using the image as a replacement image excludes images that are not representative of the content of plug-in  435 , based on the distribution of colors in the histogram. For example, a still image that is all (or substantially, e.g., 98%) black pixels or all (or substantially all) white pixels, or substantially all of one color more generally, is rejected as a candidate replacement image, as they create the impression that the plug-in, or the page, is ‘broken.’  FIG. 7  shows an example of a web page  700  showing a hypothetical still image  710  not meeting the criteria to be used as a replacement image. In this example, the still image is a moment in time from the video in which the entire image is a single color, e.g., all black. An all black still image does not meet the criteria as described above, since it may confuse the viewer into thinking that the plug-in is ‘broken’ instead of just stopped. 
     Returning to  FIG. 6 , if the image meets the criteria, to the image is selected and is provided  670  to the browser  125  (or process) as the replacement image. If not, the loop increments  650  the number of the candidate image, and the loop continues back to the starting point at step  620 . If the maximum number of images has been analyzed (e.g., N=20) and no image has been found that meets the criteria, the last captured image is used  660 , and provided  670  to the browser  125  (or process). In addition, to the two scenarios depicted in the figure, i.e., analyzing up to N images until an image is found that meets the criteria (at which point the process stops), or analyzing N images until the process selects the Nth image, two other scenarios are possible for the processes of selecting an image as a replacement. First, in the simplest instance an image can be captured  630  from the plug-in just once, and that image can be provided  670  to the browser  125  (or process) as the replacement image. As noted above, this option runs the risk of the user thinking the plug-in or web page is broken. Alternatively, instead of using a loop corresponding to a number limit for the images captured and analyzed  640 , a loop could be used that instead places a temporal limit on the capture and analysis  640  of images, e.g., to capture images for a time duration, t, that can be a predetermined number of seconds (or smaller time increments) after the page is loaded, for example 2 seconds. This numerical or temporal limit on the number of images captured and analyzed places limits on the number of images considered before selection of an image to use as the still image, even if it does not meet the criteria. Considering a number of images may help provide a ‘best’ image for display as a still image, while having a limit on the number helps avoid using too much processing/power for this step, which when excessive would defeat the goal of reducing power usage. 
     Power Saving of Background Processes 
     In addition to the power saving procedures described above related to plug-ins on the primary page, the browser  125  (or process) can provide additional power savings by reducing or suspending processes occurring on non-visible portions of background pages, such as background (not displayed) tabs, minimized web pages, and fully or partially occluded web pages. 
     In some implementations, operating system level control (power throttling) of processes can reduce or suspend all pages running in a process within the browser application  125  (or browser), and the browser application  125  (or a power management process) can selectively reduce process execution of individual pages. This is because the operating system can determine which processes are running, but does not have information as to which pages have the focus, and what is visible versus occluded on the display. Thus, an operating system lets all processes run in some circumstances, or reduces all processes in others. Because the browser application  125  (or process) has information as which pages are visible/have focus, the browser  125  (or process) can selectively control the execution of the pages not in focus. 
       FIG. 8  is a flow chart illustrating a process for identifying and selectively controlling execution of background processes to reduce their power consumption, which is called “throttling” herein, this process is, optionally performed by computing device  105  or one or more programs stored in a non-transitory computer-readable storage medium therein. First, the process that is managing the power (e.g., the web browser  125 ) determines pages that are open in the browser  125 . In other embodiments, the browser  125  (or process associated with the browser) could report the page visibility information to the OS, and the OS could perform the power management. For example, the DOM processing module  135  generates a DOM tree for pages and the rendering module  140  renders the DOM tree. For example, if three different web pages are open, three rendering processes are being used to render the pages: one per page. Alternatively, in some cases multiple pages are running in a single process. For example, it is typical for browser  125  to have the first N pages run in their own process, and the following (N+1, etc.) share a process. Similarly, pages from the same domain are capable of running in the same process. Many other configurations are possible. 
     The browser  125  (or process) determines  820  whether the content of the page is visible. The browser  125  (or process) tracks the visibility state of the page, which can be set as a non-visible visibility state based on whether a page is in a background tab, the browser window is minimized, or if the content is partially or entirely occluded by another window such that it is not visible.  FIG. 9  is a screenshot of a GUI  900  showing an example of a web page in a background tab according to one embodiment. A CNN News web page is in the background, as shown by the title appearing on the background tab  910 , with an Apple web page  920  in the front tab. The CNN News web page is not visible in this example, and would be recognized as such by the browser  125  (or process), for example via visibility module  170 .  FIG. 10  is a screenshot of a GUI  1000  showing an example of a web page  1010  almost entirely occluded by a Word document  1020 . Again, most of the CNN News web page  1010  is not visible, which the browser  125  (or process) recognizes in this step. Although the example shown in  FIG. 10  shows a Word document application  1020  occluding the web page  1010 , it could be any other item on the display that blocks the content of the web page  1010  such that it is entirely or partially occluded.  FIG. 11  is a screenshot of a GUI  1100  showing an example of a web page  1110  that is minimized according. The web page  1110  is not visible, which the browser application  125  (or process) recognizes in this step. 
     If the page is visible, i.e., has a visible visibility state, the process managing the power usage (e.g., browser  125 ) does not reduce  830  processing for the page to save power. If the web page content is not visible, the browser  125  or process also determines  840  whether the associated process is already being power throttled by the operating system. If the operating system is already power throttling the page, the process (e.g., browser application  125 ) determines  850  whether additional throttling should be applied to the page via the browser  125  or process. In short, there are four possible scenarios that the process or browser  125  encounters, summarized via TABLE 1 below: visible/not throttled, visible/throttled, non-visible (hidden)/throttled, and non-visible (hidden)/not throttled. Current operating system power throttling state and whether to apply additional power reductions are determined by the throttling module  175  according to one embodiment. In addition, the process or browser  125  in some circumstances decides to apply the following power throttling  860  to visible plug-ins that are not media type plug-ins, as an alternative to the power saver process  330  if  FIG. 3  above. 
     If the content is to be power throttled  860  as a result of these determinations, it can happen at the operating system or browser  125  (or other process) levels. The process or browser  125  can merely pass the throttling message on to the web process associated with the page, which will in turn allow the operating system to throttle back the entire process, reducing power consumption. Or, e.g., if more than one page is running in the process, the process or browser  125  can throttle in two ways: (1) light throttling via reducing the update rate using timers, e.g., timers controlling JavaScript™ and DOM timers, and (2) heavy throttling, by ceasing Cascading Style Sheet (CSS) animation. Throttling of timers means that timers are set to go off less frequently (e.g., producing less frequent update/refresh rates). For example, timers that typically go off three times per second, can be throttled down to go off at a rate of once per second, a reduction of two-thirds the update rate, with resulting power savings. This throttling is merely exemplary, and any other adjustments to timers can be used that increases their minimum duration (e.g., increasing the amount of idle time between when the timers trigger performance of the processes controlled by the timers). Using the examples of JavaScript™ and DOM timers from above, this means that the JavaScript-based action on the page, and the actual content of the page (DOM timers), would be updated once a second instead of three times a second. Throttling related to CSS animation, which is processing-intensive, can stop CSS animation from occurring entirely if additional throttling is desired, in addition to or separately from the use of timers. For example, if a window containing the page is minimized, there is no reason to continue the graphical rendering of images on the page controlled by CSS. 
     
       
         
           
               
               
               
               
             
               
                 TABLE 1 
               
               
                   
               
               
                 Visible, 
                   
                   
                 Hidden, 
               
               
                 Not Throttled 
                 Visible, Throttled 
                 Hidden, Throttled 
                 Not Throttled 
               
               
                   
               
             
            
               
                 Timer 
                 Timer Throttling: 
                 Timer Throttling: 
                 Timer Throttling: 
               
               
                 Throttling: 
                 N/A 
                 Start timer 
                 Start timer 
               
               
                 N/A 
               
               
                 Animation: 
                 Animation: 
                 Animation: 
                 Animation: 
               
               
                 Full speed 
                 Slowed 
                 Stopped 
                 Stopped 
               
               
                   
               
            
           
         
       
     
     TABLE 1 shows the four possible scenarios that the browser  125  (or process) encounters, visible/not throttled, visible/throttled (by the operating system), not visible (hidden)/throttled (by the operating system), and not visible (hidden)/not throttled, and how each is addressed by the browser  125 . If a process on the device managing power (e.g., browser  125 ) determines at step  820  that the web page content is visible, it does not throttle the timers and animations proceed at full speed. If the process (e.g., browser  125 ) determines at step  820  that the web page content is visible, and determines at step  840  that the content is already throttled/power reduced by the operating system, it does not throttle timers. However, the animations already are slowed because they are being throttled by the operating system. If the process (e.g., browser  125 ) determines at step  820  that the web page content is not visible, and determines at step  840  that the content is already throttled by the operating system, the process or browser  125  can start the timers at a different rate and/or stop animation, providing power reduction. If the process (or browser  125 ) determines at step  820  that the web page content is not visible, and determines at step  840  that the content is not already throttled by the operating system, it optionally chooses to throttle content for the page and reduce power usage by either passing throttling information onto the web process associated with the page to allow the operating system to reduce the entire process, or optionally throttle directly at the browser or via the process by starting timers at a different rate and/or stopping animation as described above. As noted above, this scenario lends itself to the special case in which a single process is running multiple pages, one of which is not visible. In that example, the process should not be throttled by the operating system, since another page running in the same process is in fact visible. Additional heuristics optionally apply to decide whether throttling should be applied selectively to certain non-visible page content such as audio. 
     The processes discussed herein pertain to media plug-ins, such as those including video, audio, or some combination including video or other visual components. While some aspects described apply to the specific visual components (e.g., capturing a snapshot), other aspects described herein are more generally applicable to plug-in types without a visual component (e.g., reduced updating, suspending, etc.). 
     The disclosure herein has been described in particular detail with respect to one possible embodiment. Those of skill in the art will appreciate that other embodiments are practiced in some circumstances. First, the particular naming of the components and variables, capitalization of terms, the attributes, data structures, or any other programming or structural aspect is not mandatory or significant, and the mechanisms that implement the invention or its features optionally have different names, formats, or protocols. Also, the particular division of functionality between the various system components described herein is merely exemplary, and not mandatory; functions performed by a single system component optionally are performed by multiple components in some circumstances, and functions performed by multiple components optionally are performed by a single component in other circumstances. 
     Some portions of above description present features in terms of algorithms and symbolic representations of operations on information. These algorithmic descriptions and representations are the means used by those skilled in the data processing arts to most effectively convey the substance of their work to others skilled in the art. These operations, while described functionally or logically, are understood to be implemented by computer programs. Furthermore, it has also proven convenient at times, to refer to these arrangements of operations as modules or by functional names, without loss of generality. 
     Unless specifically stated otherwise as apparent from the above discussion, it is appreciated that throughout the description, discussions utilizing terms such as “determining” or “displaying” or the like, refer to the action and processes of a computer system, or similar electronic computing device, that manipulates and transforms data represented as physical (electronic) quantities within the computer system memories or registers or other such information storage, transmission or display devices. 
     Certain aspects of the embodiments disclosed herein include process steps and instructions described herein in the form of an algorithm. It should be noted that the process steps and instructions could be embodied in software, firmware or hardware, and when embodied in software, could be downloaded to reside on and be operated from different platforms used by real time network operating systems. 
     The algorithms and operations presented herein are not inherently related to any particular computer or other apparatus. Various general-purpose systems optionally are used with programs in accordance with the teachings herein, or optionally via construction of more specialized apparatus to perform the required method steps. The required structure for a variety of these systems will be apparent to those of skill in the art, along with equivalent variations. In addition, the present invention is not described with reference to any particular programming language. It is appreciated that a variety of programming languages are used in various circumstances to implement the teachings of the present invention as described herein, and any references to specific languages are provided for invention of enablement and best mode of the present invention. 
     The embodiments disclosed herein are well suited to a wide variety of computer network systems over numerous topologies. Within this field, the configuration and management of large networks include storage devices and computers that are communicatively coupled to dissimilar computers and storage devices over a network, such as the Internet. 
     Finally, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes, and were not selected to delineate or circumscribe the inventive subject matter in some circumstances. Accordingly, the disclosure herein is intended to be illustrative, but not limiting, of the scope of the invention, which is set forth in the following claims.

Metadata:
Filing Date: 20140606
Publication Date: 20190219
Grant Date: 20190219
Priority Date: 20130609
Inventors: DECKER, KEVIN W.
JACKSON, DEAN
BARRACLOUGH, GAVIN
LEE, JON
FEDERIGHI, CRAIG
STACHOWIAK, MACIEJ
Assignee: APPLE INC
CPC Classifications: [{"code": "Y02D10/24", "inventive": false, "first": false, "tree": "[]"}, {"code": "G06F1/329", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F1/3206", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F1/3246", "inventive": true, "first": true, "tree": "[]"}, {"code": "G06F17/30905", "inventive": true, "first": false, "tree": "[]"}, {"code": "Y02D10/45", "inventive": false, "first": false, "tree": "[]"}, {"code": "G06F1/3206", "inventive": true, "first": true, "tree": "[]"}, {"code": "Y02D30/50", "inventive": false, "first": false, "tree": "[]"}, {"code": "Y02D10/00", "inventive": false, "first": false, "tree": "[]"}, {"code": "Y02D10/00", "inventive": false, "first": false, "tree": "[]"}, {"code": "G06F1/329", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F1/3206", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F16/9577", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F16/9577", "inventive": true, "first": false, "tree": "[]"}, {"code": "G06F1/3246", "inventive": true, "first": true, "tree": "[]"}, {"code": "G06F1/329", "inventive": true, "first": false, "tree": "[]"}]
Family ID: 51063844