ADAPTIVE POWER CAPPING FOR SERVERS WITH MULTITHREADED WORKLOADS

被引:35
作者
Reda, Sherief [1 ]
Cochran, Ryan
Coskun, Ayse K. [2 ]
机构
[1] Brown Univ, Sch Engn, Providence, RI 02912 USA
[2] Boston Univ, Elect & Comp Engn Dept, Boston, MA 02215 USA
基金
美国国家科学基金会;
关键词
PERFORMANCE; MANAGEMENT;
D O I
10.1109/MM.2012.59
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Power capping in computer clusters enables energy budgeting, efficient power delivery, and management of operational and cooling costs. pack and cap is a novel, practical methodology to select thread packing and dynamic voltage and frequency scaling (dvfs) configurations by learning multithreaded workload characteristics and adapting to dynamic-power caps. Pack and cap improves energy efficiency and achievable range of power caps.
引用
收藏
页码:64 / 75
页数:12
相关论文
共 15 条
[1]  
[Anonymous], 2004, Introduction to Machine Learning
[2]  
[Anonymous], 2009, SYNTHESIS LECT COMPU
[3]  
Bhattacharjee A, 2009, CONF PROC INT SYMP C, P290, DOI 10.1145/1555815.1555792
[4]  
Bienia C., 2011, Benchmarking Modern Multiprocessors
[5]  
Cochran R, 2011, INT SYMP MICROARCH, P175
[6]  
Dai XZ, 2008, PROC IEEE INT SYMP, P1018
[7]  
Filani David, 2008, Intel Technology Journal, V12, P59, DOI 10.1535/itj.1201.06
[8]   INTRODUCING THE ADAPTIVE ENERGY MANAGEMENT FEATURES OF THE POWER7 CHIP [J].
Floyd, Michael ;
Allen-Ware, Malcolm ;
Rajamani, Karthick ;
Brock, Bishop ;
Lefurgy, Charles ;
Drake, Alan J. ;
Pesantez, Lorena ;
Gloekler, Tilman ;
Tierno, Jose A. ;
Bose, Pradip ;
Buyuktosunoglu, Alper .
IEEE MICRO, 2011, 31 (02) :60-74
[9]  
Gandhi A., 2009, P WORKSH EN EFF DES
[10]  
Isci C, 2006, INT SYMP MICROARCH, P359