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A mobile web service-oriented cpu resource adaptive scheduling system and method

A CPU resource and scheduling system technology, applied in the field of CPU resource self-adaptive scheduling system, can solve the problems of poor web browsing experience, system resource consumption, high energy consumption, etc. for mobile users

Active Publication Date: 2021-07-20
SHAANXI NORMAL UNIV
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Problems solved by technology

[0009] In order to overcome the deficiencies of the above-mentioned prior art, the purpose of the present invention is to provide a mobile Web service-oriented CPU resource adaptive scheduling system and method to solve the problem of high energy consumption and system resource consumption in the prior art during mobile Web browsing. Provide users with high-quality mobile web browsing services, effectively improve mobile web browsing speed, and reduce browsing energy consumption due to serious problems and poor mobile user web browsing experience

Method used

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  • A mobile web service-oriented cpu resource adaptive scheduling system and method
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  • A mobile web service-oriented cpu resource adaptive scheduling system and method

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Embodiment Construction

[0066] The present invention will be further described in detail below in conjunction with the accompanying drawings.

[0067] A CPU resource adaptive scheduling system oriented to mobile Web services, characterized in that it includes a Web feature collection module, an offline machine learning module, a network state perception module, and a CPU resource scheduling module; the Web feature collection module is used for Collecting Web architecture and style feature information; the offline machine learning module traverses different CPU configuration combinations to load a large number of web pages, marks the optimal configuration according to user needs, and constructs a corresponding CPU resource scheduling model through a support vector machine classification algorithm; The network status perception module is used to judge the network type and the current network communication quality; the CPU resource scheduling module uses the scheduling module learned offline to dynamical...

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Abstract

A CPU resource adaptive scheduling system and method oriented to mobile Web services, including a support vector machine classification algorithm learning module, a network perception module, a webpage feature extraction module and a CPU resource dynamic scheduling module; the present invention is aimed at building a heterogeneous processor architecture Mobile devices, extract massive web page structure and style feature information offline, learn the optimal CPU resource allocation for different optimization goals, build resource allocation models, perceive the current network environment when users browse the web, and collect web page information in the web page parsing stage , according to different optimization goals, input the web page feature information into the corresponding resource configuration model, and dynamically allocate CPU resources. The advantages of fast, low power consumption and low cost.

Description

technical field [0001] The invention belongs to the technical field of mobile Web service resource scheduling systems, and in particular relates to a mobile Web service-oriented CPU resource adaptive scheduling system and method, in which mobile browsers perform low-power and high-performance loading services for web pages according to web page load and network environment . Background technique [0002] With the rapid development of wireless communication technology, mobile users can obtain network services more conveniently. Currently, mobile web browsers are still the preferred way for most users to access web services (web search, email, shopping, and social media). In addition, with the maturity of HTML5, a large number of mobile network applications based on Web development have emerged in the market. The common core of various browsers and mobile web applications is the computationally intensive browser engine (rendering engine). In order to enrich the user's onlin...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/50
CPCG06F9/505G06F2209/501G06F2209/5012G06F2209/5015Y02D10/00
Inventor 任杰田丰
Owner SHAANXI NORMAL UNIV
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