SLA-aware resource scheduling algorithm for cloud storage

被引:0
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作者
Yong Wang
Xiaoling Tao
Feng Zhao
Bo Tian
Akshita Maradapu Vera Venkata Sai
机构
[1] Guangxi Colleges and Universities Key Laboratory of Cloud Computing and Complex Systems,
[2] Guilin University of Electronic Technology,undefined
[3] State Key Laboratory of Integrated Service Networks (ISN),undefined
[4] Xidian University,undefined
[5] Guangxi Cooperative Innovation Center of cloud computing and Big Data,undefined
[6] Guilin University of Electronic Technology,undefined
[7] Department of Computer Science Georgia State University,undefined
关键词
Cloud storage; SLA; Scheduling algorithm; Weight algorithm; OpenStack;
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摘要
Cloud computing is a novel computing paradigm, which connects plenty of computing resources and storage resources via Internet. Cloud computing provides a number of high-quality services, such as cloud storage, outsourcing computing, and on-demand self-service, which have been widely accepted by the public. In cloud computing, by submitting their tasks to cloud, plenty of applications share huge computation and storage resources. However, how to schedule resource efficiently is a big challenge in cloud computing.In this paper, we propose a SLA-aware resource algorithm to enable cloud storage more efficiently. In our scheme, we take advantage of the back-end node space utilization and I/O throughput comprehensively simultaneously. We compare and contrast the existing scheduling storage policies by implementing those algorithms. The extensive tests show that our algorithm achieves a considerable improvement in terms of violation rate and the number of used hosts.
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