Sustainable cost and energy consumption analysis for cloud data centers

c � Higher Education Press and Springer-Verlag Berlin Heidelberg 2014 Abstract The implementation of cloud computing has at- tracted computingasa utility andenablespenetrativeapplica- tions from scientific, consumer and business domains. How- ever, this implementation faces associated TCO (total cost of ownership) concerns. Cloud service providers are becom- ing increasingly concerned. For that purpose, cost models for cloud have been developed. In this paper, we present service that compares the total cost of ownership of a physical ma- chine with the cost of a virtual cloud-based machine. In addi- tion, services for monitoring, estimating and analyzing com- prehensive costs associated with cloud computing environ- ment have been developed. The model for the physical ma- chine takes into account previous works and incorporates a more detailed study of the costs related to power and energy consumption. The model for the virtual cloud-based machine considers reserving instances offered by Amazon EC2 on a long-term basis. We format suits of measurable metrics and formulas for our calculations. The results show that, physi- cal clusters are still more viable for organizationswith a high usage rate, while virtual cloud-based machines are interest- ing option for organizationswith a high degree of uncertainty with respect to computational requirements.

[1]  Paul Marshall,et al.  Elastic Site: Using Clouds to Elastically Extend Site Resources , 2010, 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing.

[2]  Thanadech Thanakornworakij,et al.  An Economic Model for Maximizing Profit of a Cloud Service Provider , 2012, 2012 Seventh International Conference on Availability, Reliability and Security.

[3]  Franck Cappello,et al.  Cost-benefit analysis of Cloud Computing versus desktop grids , 2009, 2009 IEEE International Symposium on Parallel & Distributed Processing.

[4]  Randy H. Katz,et al.  Above the Clouds: A Berkeley View of Cloud Computing , 2009 .

[5]  Henry M. Tufo,et al.  Developing a Cloud Computing Charging Model for High-Performance Computing Resources , 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

[6]  Massoud Pedram,et al.  Minimizing data center cooling and server power costs , 2009, ISLPED.

[7]  Jan Weglarz,et al.  Practical power consumption estimation for real life HPC applications , 2013, Future Gener. Comput. Syst..

[8]  Carlos de Alfonso,et al.  An economic and energy-aware analysis of the viability of outsourcing cluster computing to a cloud , 2013, Future Gener. Comput. Syst..

[9]  Thomas F. Wenisch,et al.  PowerNap: eliminating server idle power , 2009, ASPLOS.

[10]  Mache Creeger,et al.  CTO Roundtable , 2009, Commun. ACM.

[11]  Jack Dongarra,et al.  LINPACK Users' Guide , 1987 .

[12]  José E. Moreira,et al.  True value: assessing and optimizing the cost of computing at the data center level , 2009, CF '09.

[13]  Arthur Howard,et al.  The State of Energy and Performance Benchmarking for Enterprise Servers , 2009, TPCTC.

[14]  George Goldberg,et al.  Leveraging disk drive acoustic modes for power management , 2010, 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST).

[15]  Kashi Venkatesh Vishwanath,et al.  Modular data centers: how to design them? , 2009, LSAP '09.

[16]  Randy H. Katz,et al.  A view of cloud computing , 2010, CACM.

[17]  Christian Belady,et al.  GREEN GRID DATA CENTER POWER EFFICIENCY METRICS: PUE AND DCIE , 2008 .

[18]  Amip J. Shah,et al.  Cost Model for Planning, Development and Operation of a Data Center , 2005 .

[19]  Jeffrey S. Chase,et al.  Making Scheduling "Cool": Temperature-Aware Workload Placement in Data Centers , 2005, USENIX Annual Technical Conference, General Track.

[20]  Rodney S. Tucker,et al.  Green Cloud Computing: Balancing Energy in Processing, Storage, and Transport , 2011, Proceedings of the IEEE.

[21]  Rajkumar Buyya,et al.  Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing , 2012, Future Gener. Comput. Syst..

[22]  Frank Teuteberg,et al.  Costing of Cloud Computing Services: A Total Cost of Ownership Approach , 2012, 2012 45th Hawaii International Conference on System Sciences.

[23]  Dario Pompili,et al.  Energy-Aware Application-Centric VM Allocation for HPC Workloads , 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum.

[24]  Keqiu Li,et al.  Improving cloud computing energy efficiency , 2012, 2012 IEEE Asia Pacific Cloud Computing Congress (APCloudCC).

[25]  Jie Qiu,et al.  The Method and Tool of Cost Analysis for Cloud Computing , 2009, 2009 IEEE International Conference on Cloud Computing.