A Predictive Workload Balancing Algorithm in Cloud Services
نویسندگان
چکیده
منابع مشابه
Research on CPU Workload Prediction and Balancing in Cloud Environment
Servers workload in the cloud environment should be balanced in order to achieve high efficiency and reduce resources consuming. One of the solutions is based on workload prediction, and design a proper load migration and balancing strategy. For the ease of discussion, we focus on CPU workload only in this paper. Specifically, considering the characteristics of workload, such as the strong corr...
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Ron Kohavi and Roger Longbotham, Online Experiments: Lessons Learned, IEEE Computer, Vol 40, issue 9, p. 103-105, Sept 2007. V Daniel A. Menasce, Virgilio A. F. Almeida "Challenges In Scaling E-Business Sites": Proc. 2000 Computer Measurement Group Conference, Orlando, FL, and December 10-15, 2000. "Cisco Cloud Computing Data Center Strategy, Architecture, and Solutions": 20...
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Load balancing is the process of distributing the load among various nodes of a distributed system to improve both resource utilization and job response time while also avoiding a situation where some of the nodes are heavily loaded while other nodes are idle or doing very little work. This paper presents an approach for scheduling algorithms that can maintain the load balancing and provides be...
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ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2019
ISSN: 1877-0509
DOI: 10.1016/j.procs.2019.09.250