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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 adaptive scheduling system, can solve problems such as high energy consumption, system resource consumption, and poor web browsing experience of mobile users

Active Publication Date: 2018-08-17
SHAANXI NORMAL UNIV
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  • Claims
  • Application Information

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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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  • Mobile Web service-oriented CPU resource adaptive scheduling system and method
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  • 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

The invention discloses a mobile Web service-oriented CPU resource adaptive scheduling system and method. The system comprises a support vector machine classification algorithm learning module, a network perception module, a webpage feature extraction module and a CPU resource dynamic scheduling module. For establishing a mobile device with a heterogeneous processor architecture, massive webpage architecture and style feature information is extracted offline; optimal CPU resource configurations of different optimization targets are learnt; resource configuration models are built; when a user performs Web browsing, a current network environment is perceived; webpage information is collected in a webpage analysis stage; according to the different optimization targets, webpage feature information is input to the corresponding resource configuration models; and CPU resources are dynamically allocated. The system can effectively reduce energy consumption of mobile Web browsing, shorten Webloading time and provide Web services of quick response for the user, and has the advantages of timeliness and quickness, 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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IPC IPC(8): G06F9/50
CPCG06F9/505G06F2209/501G06F2209/5012G06F2209/5015Y02D10/00
Inventor 任杰田丰
Owner SHAANXI NORMAL UNIV
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