DocumentCode :
3495516
Title :
Data center power reduction by heuristic variation-aware server placement and chassis consolidation
Author :
Pahlavan, Ali ; Momtazpour, Mahmoud ; Goudarzi, Maziar
Author_Institution :
Sharif Univ. of Technol., Tehran, Iran
fYear :
2012
fDate :
2-3 May 2012
Firstpage :
150
Lastpage :
155
Abstract :
The growth in number of data centers and its power consumption costs in recent years, along with ever increasing process variation in nanometer technologies emphasizes the need to incorporate variation-aware power reduction strategies in early design stages. Moreover, since the power characteristics of identically manufactured servers vary in the presence of process variation, their position in the data center should be optimally determined. In this paper, we introduce two heuristic variation-aware server placement algorithm based on power characteristic of servers and heat recirculation model of data center. In the next step, we utilize an Integer Linear Programming (ILP) based variation-aware chassis consolidation technique to assign tasks to servers such that total power consumption of data center is minimized under obtained server placement. Evaluating the proposed server placement heuristics reveals that up to 14.85% power savings can be achieved under different utilization rates compared to conventional random server placement method.
Keywords :
computer centres; integer programming; linear programming; power aware computing; power consumption; data center power reduction; heat recirculation model; heuristic variation-aware server placement algorithm; integer linear programming based variation-aware chassis consolidation technique; nanometer technology; power consumption costs; process variation; server power characteristics; variation-aware power reduction strategies; Cooling; Data models; Heating; Job shop scheduling; Power demand; Servers; Temperature distribution; Power Consumption; Process Variation; Server Placement; Task Assignment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Architecture and Digital Systems (CADS), 2012 16th CSI International Symposium on
Conference_Location :
Shiraz, Fars
Print_ISBN :
978-1-4673-1481-7
Type :
conf
DOI :
10.1109/CADS.2012.6316436
Filename :
6316436
Link To Document :
بازگشت