Renewable and cooling aware workload management for sustainable data centers

Recently, the demand for data center computing has surged, increasing the total energy footprint of data centers worldwide. Data centers typically comprise three subsystems: IT equipment provides s...

[1]  D. Cox Prediction by Exponentially Weighted Moving Averages and Related Methods , 1961 .

[2]  Jerome A. Rolia,et al.  Capacity planning and power management to exploit sustainable energy , 2010, 2010 International Conference on Network and Service Management.

[3]  A. Wierman,et al.  Optimality, fairness, and robustness in speed scaling designs , 2010, SIGMETRICS '10.

[4]  Anand Sivasubramaniam,et al.  Power Consumption Prediction and Power-Aware Packing in Consolidated Environments , 2010, IEEE Transactions on Computers.

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

[6]  Cullen E. Bash,et al.  Kratos: Automated Management of Cooling Capacity in Data Centers With Adaptive Vent Tiles , 2009 .

[7]  Patrick Wendell,et al.  DONAR: decentralized server selection for cloud services , 2010, SIGCOMM '10.

[8]  Wolf-Dietrich Weber,et al.  Power provisioning for a warehouse-sized computer , 2007, ISCA '07.

[9]  Amip J. Shah,et al.  From Chip to Cooling Tower Data Center Modeling: Influence of Server Inlet Temperature and Temperature Rise Across Cabinet , 2011 .

[10]  Anand Sivasubramaniam,et al.  Optimal power cost management using stored energy in data centers , 2011, SIGMETRICS.

[11]  Vanish Talwar,et al.  No "power" struggles: coordinated multi-level power management for the data center , 2008, ASPLOS.

[12]  Jian Li,et al.  TAPO: Thermal-aware power optimization techniques for servers and data centers , 2011, 2011 International Green Computing Conference and Workshops.

[13]  Lachlan L. H. Andrew,et al.  Geographical load balancing with renewables , 2011, PERV.

[14]  Xue Liu,et al.  Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment , 2010, 2010 Proceedings IEEE INFOCOM.

[15]  Prashant J. Shenoy,et al.  Predicting solar generation from weather forecasts using machine learning , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[16]  Mani B. Srivastava,et al.  Power management in energy harvesting sensor networks , 2007, TECS.

[17]  Lachlan L. H. Andrew,et al.  Greening geographical load balancing , 2011, PERV.

[18]  Margaret Martonosi,et al.  Capping the brown energy consumption of Internet services at low cost , 2010, International Conference on Green Computing.

[19]  Lachlan L. H. Andrew,et al.  Dynamic Right-Sizing for Power-Proportional Data Centers , 2011, IEEE/ACM Transactions on Networking.

[20]  Eduard Ayguadé,et al.  Batch Job Profiling and Adaptive Profile Enforcement for Virtualized Environments , 2009, 2009 17th Euromicro International Conference on Parallel, Distributed and Network-based Processing.