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Power and QoS Aware Multi-level Resource Coordination and Scheduling in Virtualized Servers

첫 페이지 보기
  • 발행기관
    보안공학연구지원센터(IJGDC) 바로가기
  • 간행물
    International Journal of Grid and Distributed Computing SCOPUS 바로가기
  • 통권
    Vol.9 No.11 (2016.11)바로가기
  • 페이지
    pp.423-436
  • 저자
    Congfeng Jiang, Jingling Mao, Dongyang Ou, Yumei Wang, Xindong You, Jilin Zhang, Jian Wan
  • 언어
    한국어(KOR)
  • URL
    https://www.earticle.net/Article/A291333

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원문정보

초록

영어
Modern cloud data centers are virtualized for resource multiplexing and services consolidations. Virtual machines (VMs) residing in the same server cluster share the same hardware resources and power supply while they may have different QoS requirements for their services and applications. Moreover, the power consumption of the server cluster is highly dynamic since different virtual machines have different workloads due to different services requests. Cluster level power and QoS coordination is crucial for data center level energy efficiency coordination as well as high quality service provisioning. In this paper we propose the power and QoS aware multi-level resource coordination and scheduling in virtualized servers, i.e., the cluster-level power control layer, the VMs resource allocation layer, and the QoS optimization layer. This three-level controlling framework schedules and allocates hardware resource for QoS guarantee and cluster level power management. We use dynamic frequency scaling for QoS mitigating when power budget changes. The experiment results show that the proposed multi-level coordinated control architecture consumes 5.36% and 6.96% less power for web servers and computing intensive virtual machines, respectively while it can guarantee the response time of web server and execution time of computing tasks no more than those without the proposed controlling approach.

목차

Abstract
 1. Introduction
 2. Multi-level Control Architecture
  2.1. Cluster Level Power Control Layer
  2.2 VMs Resource Allocation Layer
  2.3 QoS Optimization Layer
  2.4. Multi-level Control Coordination
 3. Performance Evaluation
  3.1 Experimental Setup
  3.2 Control Verification for Real-time Tasks
  3.3 Control Verification for Computing Intensive Tasks
 4. Conclusion
 References

키워드

Resource scheduling Virtual machines Power aware scheduling QoS

저자

  • Congfeng Jiang [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Jingling Mao [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Dongyang Ou [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Yumei Wang [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Xindong You [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Jilin Zhang [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]
  • Jian Wan [ Key Laboratory of Complex Systems Modeling and Simulation, Ministry of Education, China / School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    보안공학연구지원센터(IJGDC) [Science & Engineering Research Support Center, Republic of Korea(IJGDC)]
  • 설립연도
    2006
  • 분야
    공학>컴퓨터학
  • 소개
    1. 보안공학에 대한 각종 조사 및 연구 2. 보안공학에 대한 응용기술 연구 및 발표 3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최 4. 보안공학 기술의 상호 협조 및 정보교환 5. 보안공학에 관한 표준화 사업 및 규격의 제정 6. 보안공학에 관한 산학연 협동의 증진 7. 국제적 학술 교류 및 기술 협력 8. 보안공학에 관한 논문지 발간 9. 기타 본 회 목적 달성에 필요한 사업

간행물

  • 간행물명
    International Journal of Grid and Distributed Computing
  • 간기
    격월간
  • pISSN
    2005-4262
  • 수록기간
    2008~2016
  • 십진분류
    KDC 505 DDC 605

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