Bandwidth and Delay Optimization by Integration of Software Trust Estimator with Multi-user Cloud Resource Competence

  • سال انتشار: 1399
  • محل انتشار: ماهنامه بین المللی مهندسی، دوره: 33، شماره: 7
  • کد COI اختصاصی: JR_IJE-33-7_004
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 521
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نویسندگان

S. M. Mirrezaei

Faulty of Electrical and Robotic Engineering, Shahrood University of Technology, Shahrood, Iran

چکیده

Trust establishment is one of the significant resources to enhance the scalability and reliability of resources on cloud environments. To establish a novel trust model on SaaS (Software as a Service) cloud resources and to optimize the resource utilization of multiple user requests, an integrated software trust estimator with multi-user resource competence (IST-MRC) optimization mechanism is proposed in this paper. IST-MRC optimization mechanism combines its trustworthy properties with optimal resource allocation, on the requisition of the software apps, without any traffic occurrence in the cloud environment. Initially, a behavior trust estimator is developed in the IST-MRC mechanism to measure the trust value of the software service zone. The trust value is estimated, based on Software Availability Rate, Hit Rate, and User Feedback regarding the specific software apps. Next, the resources are optimized to multiple users using competence optimization. The competence optimization in the IST-MRC mechanism computes the processor speed, bandwidth, and latency to handle the varied traffic conditions on multiple user requests. Experiments are conducted to measure and evaluate factors, such as Successful Request Handles, Resource Utilization Efficiency, Latency Time, and Trust Success Ratio on the multiple users.

کلیدواژه ها

Bandwidth Behavior Trust Estimator Cloud Resources Competence Optimization Software, as, a, Service User Feedback

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