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首页> 外文期刊>Current Journal of Applied Science and Technology >Research of SLA-Based Multitask-User-RequestsAdmission Control and Related Algorithm for theCloud Service Provider
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Research of SLA-Based Multitask-User-RequestsAdmission Control and Related Algorithm for theCloud Service Provider

机译:云服务提供商基于SLA的多任务用户请求准入控制及相关算法的研究

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With the population of Cloud service users showing an explosive growth, how to reduce costs and improve resource utilization while ensuring service quality has become a very important bargaining chip for the cloud service provider can survive in the fierce competition in the industry or not. Based on the service level agreement (SLA) constraints of Cloud service, this paper studies the request admission control strategy of multitask-user-requests. By discussing and analyzing the possible problems in the different stages of request admission, resource scheduling and subtasks execution for multitask-user-requests, tow priority dynamic configuration strategies and a delay compensation strategy are proposed to improve the ratio of requests acceptance, cut down SLA default rates during subtasks are executed, and improve users’ experience while the SLA violate occurs. What’s more, two resource scheduling strategies aimed at improving the resource utilization rate to reduce the cost of Cloud services as much as possible are proposed. And at the end of the article put forward the Dynamic configuring Priority Resources Scheduling (DPS) algorithm which based on the strategies above, and designed the relevant comparative experiments to verify the algorithm of DPS. The results showed that the DPS algorithm can reduce the usage of resources by improving resource utilization rate and helps the service providers to create much more profits than the other two algorithms to a certain extent.
机译:随着云服务用户的数量呈爆炸性增长,如何在确保服务质量的同时降低成本和提高资源利用率已成为云服务提供商能否在激烈的行业竞争中生存的重要筹码。基于云服务的服务水平协议(SLA)约束,本文研究了多任务用户请求的请求接纳控制策略。通过讨论和分析在多任务用户请求的请求接纳,资源调度和子任务执行的不同阶段可能出现的问题,提出了两种优先级动态配置策略和延迟补偿策略,以提高请求接受率,降低SLA。执行子任务期间的默认费率,并在发生违反SLA的情况下改善用户体验。此外,提出了两种旨在提高资源利用率以尽可能降低云服务成本的资源调度策略。并在此基础上提出了基于上述策略的动态配置优先资源调度(DPS)算法,并设计了相关的比较实验来验证该算法。结果表明,DPS算法可以通过提高资源利用率来减少资源的使用,并在一定程度上帮助服务提供商创造比其他两种算法更多的利润。

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