Joint Optimization of Operational Cost and Performance Interference in Cloud Data Centers
文献类型：期刊论文
| 作者 | Jin, Xibo2,3; Zhang, Fa1; Wang, Lin2,3; Hu, Songlin1; Zhou, Biyu2,3; Liu, Zhiyong2,4 |
| 刊名 | IEEE TRANSACTIONS ON CLOUD COMPUTING
 |
| 出版日期 | 2017-10-01 |
| 卷号 | 5期号:4页码:697-711 |
| 关键词 | Virtual machine scheduling operational cost performance degradation data centers |
| ISSN号 | 2168-7161 |
| DOI | 10.1109/TCC.2015.2449839 |
| 英文摘要 | Virtual machine (VM) scheduling is an important technique for the efficient operation of the computing resources in a data center. Previous work has mainly focused on consolidating VMs to improve resource utilization and to optimize energy consumption. However, the interference between collocated VMs is usually ignored, which can result in much worse performance degradation of the applications running on the VMs due to the contention of the shared resources. Based on this observation, we aim at designing efficient VM assignment and scheduling strategies in which we consider optimizing both the operational cost of the data center and the performance degradation of the running applications. We then propose a general model that captures the tradeoff between the two contradictory objectives. We present offline and online solutions for this problem by exploiting the spatial and temporal information of performance interference of VM collocation, where VM scheduling is performed by jointly considering the combinations and the life-cycle overlap of the VMs. Evaluation results show that the proposed methods can generate efficient schedules for VMs, achieving low operational cost while significantly reducing the performance degradation of applications in cloud data centers. |
| 资助项目 | National Natural Science Foundation of China[61202059] ; National Natural Science Foundation of China[61221062] ; National Natural Science Foundation of China[61070027] ; National Natural Science Foundation of China[61202060] |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000417343300009 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/5496]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Jin, Xibo |
| 作者单位 | 1.Chinese Acad Sci, ICT, Key Lab Intelligent Informat Proc, Beijing, Peoples R China 2.Chinese Acad Sci, ICT, Beijing Key Lab Mobile Comp & Pervas Device, Beijing, Peoples R China 3.Univ Chinese Acad Sci, Beijing, Peoples R China 4.Chinese Acad Sci, ICT, State Key Lab Comp Architecture, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jin, Xibo,Zhang, Fa,Wang, Lin,et al. Joint Optimization of Operational Cost and Performance Interference in Cloud Data Centers[J]. IEEE TRANSACTIONS ON CLOUD COMPUTING,2017,5(4):697-711. |
| APA | Jin, Xibo,Zhang, Fa,Wang, Lin,Hu, Songlin,Zhou, Biyu,&Liu, Zhiyong.(2017).Joint Optimization of Operational Cost and Performance Interference in Cloud Data Centers.IEEE TRANSACTIONS ON CLOUD COMPUTING,5(4),697-711. |
| MLA | Jin, Xibo,et al."Joint Optimization of Operational Cost and Performance Interference in Cloud Data Centers".IEEE TRANSACTIONS ON CLOUD COMPUTING 5.4(2017):697-711. |
入库方式： OAI收割
来源：计算技术研究所
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