- 期刊
Parallel Processing-Oriented Hybrid Scheduling of Virtual Machines in Cloud
並列摘要
In cloud computing environment, parallel applications generally run on symmetric multiprocessing (SMP) virtual machine (VM). Since this type of application requires synchronous operations between processes/threads, all virtual CPUs (vCPUs) of a parallel VM (i.e., the VM running parallel application) should be online simultaneously. At present, relevant studies have been intensively conducted from the perspective of vCPU co-scheduling in virtual machine monitor (VMM). However, the existing co-scheduling methods have the problems of unrestricted preemptions between parallel VMs, which probably results in negative impact on the performance of parallel applications in these VMs. To address the above problems, in this paper, we first analyze the deficiencies of the existing co-scheduling approaches in virtualized environment. Then we propose an enhanced co-scheduling algorithm to improve the performance of parallel application in SMP VM.
延伸閱讀
- Chen, C. Y., Tu, J. F., & Ou, C. M. (2016). An Optimization Scheduling Approach for Cloud Computing. 網際網路技術學刊, 17(3), 531-536. https://doi.org/10.6138/JIT.2016.17.3.20141209c
- Fann, Y. W., Yang, C. T., Tseng, S. S., & Tsai, C. J. (2000). An Intelligent Parallel Loop Scheduling for Parallelizing Compilers. Journal of Information Science and Engineering, 16(2), 169-200. https://doi.org/10.6688/JISE.2000.16.2.2
- 陳彥斌（2013）。Parallel machine scheduling with setup time and due date to minimize lateness time in a single server〔碩士論文，中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu201300863
- 陳伯文（2001）。The Design and Implementation of an Agent-based Distributed and Parallel Processing Virtual Machine〔碩士論文，元智大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0009-0112200611304174
- 錢銅岳（2013）。A Novel Approach for Resource Monitoring and Scheduling on Cloud Testing Platform〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2013.00568