Energy-aware application performance management in virtualized data centers

作者: Hui Chen , Ping Lu , Pengcheng Xiong , Cheng-Zhong Xu , Zhiping Wang

DOI: 10.1007/S11704-012-2107-X

关键词: Computer sciencePerformance managementSystems managementEmbedded systemDistributed computingCyber-physical systemApplication performance managementData centerCapacity managementEnergy managementEnergy consumptionTheoretical computer scienceGeneral Computer Science

摘要: Both performance and energy cost are important concerns for current data center operators. Traditionally, however, IT mechanical engineers have separately optimized the cyber physical aspects of operations. This paper considers both these with eventual goal developing power management techniques that operate holistically to control entire cyber-physical complex installations. Toward this end, we propose a balance payments model holistic management. As an example coordinated system management, energy-aware (EaCPS) uses application controller on side guarantee performance, side, it utilizes electric current-aware capacity (CACM) smartly place executables reduce consumption each chassis present in rack. A web application, representative multi-tier site, is used evaluate CACM EaCPS methods mid-size instrumented center. Results indicate outperforms separate modules.

参考文章(28)
Yuan Chen, Daniel Gmach, Chris Hyser, Zhikui Wang, Cullen Bash, Christopher Hoover, Sharad Singhal, Integrated management of application performance, power and cooling in data centers network operations and management symposium. pp. 615- 622 ,(2010) , 10.1109/NOMS.2010.5488433
Evangelia Kalyvianaki, Themistoklis Charalambous, Steven Hand, Self-adaptive and self-configured CPU resource provisioning for virtualized servers using Kalman filters Proceedings of the 6th international conference on Autonomic computing - ICAC '09. pp. 117- 126 ,(2009) , 10.1145/1555228.1555261
Hui Chen, Mukil Kesavan, Karsten Schwan, Ada Gavrilovska, Pramod Kumar, Yogendra Joshi, Spatially-Aware Optimization of Energy Consumption in Consolidated Data Center Systems ASME 2011 Pacific Rim Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Systems, MEMS and NEMS: Volume 2. pp. 461- 470 ,(2011) , 10.1115/IPACK2011-52080
Chandrakant D Patel, Cullen E Bash, Ratnesh Sharma, Monem Beitelmal, Rich Friedrich, None, Smart cooling of data centers 2003 International Electronic Packaging Technical Conference and Exhibition, Volume 2. pp. 129- 137 ,(2001) , 10.1115/IPACK2003-35059
Ivan Rodero, Eun Kyung Lee, Dario Pompili, Manish Parashar, Marc Gamell, Renato J. Figueiredo, Towards energy-efficient reactive thermal management in instrumented datacenters grid computing. pp. 321- 328 ,(2010) , 10.1109/GRID.2010.5698002
Hui Chen, Meina Song, Junde Song, Ada Gavrilovska, Karsten Schwan, Mukil Kesavan, CACM: Current-aware capacity management in consolidated server enclosures 2011 International Green Computing Conference and Workshops. pp. 1- 6 ,(2011) , 10.1109/IGCC.2011.6008588
Luca Parolini, Niraj Tolia, Bruno Sinopoli, Bruce H. Krogh, A cyber-physical systems approach to energy management in data centers Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical Systems - ICCPS '10. pp. 168- 177 ,(2010) , 10.1145/1795194.1795218
Jia Rao, Xiangping Bu, Kun Wang, Cheng-Zhong Xu, Self-adaptive provisioning of virtualized resources in cloud computing measurement and modeling of computer systems. ,vol. 39, pp. 321- 322 ,(2011) , 10.1145/1993744.1993790
Simon J. Malkowski, Markus Hedwig, Jack Li, Calton Pu, Dirk Neumann, Automated control for elastic n-tier workloads based on empirical modeling Proceedings of the 8th ACM international conference on Autonomic computing - ICAC '11. pp. 131- 140 ,(2011) , 10.1145/1998582.1998604
Haikun Liu, Cheng-Zhong Xu, Hai Jin, Jiayu Gong, Xiaofei Liao, Performance and energy modeling for live migration of virtual machines Proceedings of the 20th international symposium on High performance distributed computing - HPDC '11. pp. 171- 182 ,(2011) , 10.1145/1996130.1996154