Method for training a server for content delivery based on communication of state information from a mobile device browser
First Claim
1. A method of training a server for content delivery based on communication of state information from a mobile device browser, said method comprising:
- providing a control channel between the server and mobile device browser;
transmitting over said control channel a plurality of request messages from the mobile device browser to the server for Web pages, each of said messages indicating browsing-related state data;
implementing a heuristic algorithm within said server to detect and learn patterns of said request messages, wherein implementing said heuristic algorithm includes building an internal statistical model of said patterns of request messages to determine a set of URLs that said mobile device browser is most likely to request next;
pre-fetching at least hypertext content of Web pages that said server has learned will likely be requested if said statistical model indicates that probability of next one of said web pages being requested next exceeds a first threshold, and otherwise awaiting a further one of said request messages indicating a specific requested URL and adjusting the statistical model in response thereto; and
embedding said at least hypertext content in response codes within response messages over said control channel from said server to said mobile device browser.
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Abstract
A method for training a server for content delivery based on communication of state information from a mobile device browser, the method comprising providing a control channel between the server and mobile device browser, transmitting over the control channel a plurality of request messages from the mobile device browser to the server for Web pages, each of said messages indicating browsing-related state data, and implementing heuristic algorithms within the server to detect and learn patterns of the request messages, pre-fetching at least hypertext content of Web pages that the server has learned will likely be requested, and embedding the hypertext content in response codes within response messages over the control channel from the server to the mobile device browser.
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Citations
11 Claims
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1. A method of training a server for content delivery based on communication of state information from a mobile device browser, said method comprising:
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providing a control channel between the server and mobile device browser;
transmitting over said control channel a plurality of request messages from the mobile device browser to the server for Web pages, each of said messages indicating browsing-related state data;
implementing a heuristic algorithm within said server to detect and learn patterns of said request messages, wherein implementing said heuristic algorithm includes building an internal statistical model of said patterns of request messages to determine a set of URLs that said mobile device browser is most likely to request next;
pre-fetching at least hypertext content of Web pages that said server has learned will likely be requested if said statistical model indicates that probability of next one of said web pages being requested next exceeds a first threshold, and otherwise awaiting a further one of said request messages indicating a specific requested URL and adjusting the statistical model in response thereto; and
embedding said at least hypertext content in response codes within response messages over said control channel from said server to said mobile device browser. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A communication system, comprising:
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a mobile device browser for transmitting over a control channel a plurality of request messages, each of said messages indicating browsing-related state data; and
a server executing a heuristic algorithm to detect and learn patterns of said request messages, wherein said heuristic algorithm builds an internal statistical model of said patterns of request messages to determine a set of URLs that said mobile device browser is most likely to request next, and in response pre-fetching at least hypertext content of Web pages that said server has learned will likely be requested if said statistical model indicates that probability of next one of said web pages being requested next exceeds a first threshold, and otherwise awaiting a further one of said request messages indicating a specific requested URL and adjusting the statistical model in response thereto, and embedding said at least hypertext content in response codes within response messages over said control channel from said server to said mobile device browser.
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Specification