Towards Energy-Efficient Multicore Database Systems

被引：0

作者：

Zhou, Yi ^{[1
]}

Alghamdi, Mohammed ^{[2
]}

Taneja, Shubbhi ^{[1
]}

Ku, Wei-Shinn ^{[1
]}

Qin, Xiao ^{[1
]}

机构：

[1] Auburn Univ, Dept Comp Sci & Software Engn, Auburn, AL 36849 USA

[2] Al Baha Univ, Dept Comp Sci, Al Baha City, Saudi Arabia

来源：

2016 SEVENTH INTERNATIONAL GREEN AND SUSTAINABLE COMPUTING CONFERENCE (IGSC) | 2016年

关键词：

Energy efficiency; database operations; multicore processors; benchmarks; data centers; database applications; CLUSTER;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we propose a toolkit called EDOM facilitating the evaluation and optimization of energy-efficient multicore-based database systems. Two core components in EDOM are a benchmarking toolkit and a multicore manager to improve energy efficiency of database systems running on multicore servers. At the heart of the multicore manager is a memory usage model that estimates memory utilization from queries and database characteristics (e.g., table and record size). We make use of the proposed benchmark toolkit to quantitatively evaluate the performance of our novel multicore manager. Our extensive experimental results show that our multicore manager in EDOM provides a simple yet powerful solution for improving energy efficiency of database applications running on multicore servers.

引用

页数：8

共 12 条

[1] SAP HANA Database - Data Management for Modern Business Applications [J].

Faerber, Franz ;

Cha, Sang Kyun ;

Primsch, Juergen ;

Bornhoevd, Christof ;

Sigg, Stefan ;

Lehner, Wolfgang .

SIGMOD RECORD, 2011, 40 (04) :45-51

[2]

FeiFei Chen, 2012, 2012 First International Workshop on Green and Sustainable Software (GREENS), P45, DOI 10.1109/GREENS.2012.6224255

[3]

Harizopoulos S., 1784, ARXIV09091784

[4] CACHING STRATEGIES TO IMPROVE DISK SYSTEM PERFORMANCE [J].

KAREDLA, R ;

LOVE, JS ;

WHERRY, BG .

COMPUTER, 1994, 27 (03) :38-46

[5] Towards Energy-Efficient Database Cluster Design [J].

Lang, Willis ;

Harizopoulos, Stavros ;

Patel, Jignesh M. ;

Shah, Mehul A. ;

Tsirogiannis, Dimitris .

PROCEEDINGS OF THE VLDB ENDOWMENT, 2012, 5 (11) :1684-1695

[6] Dynamic Right-Sizing for Power-Proportional Data Centers [J].

Lin, Minghong ;

Wierman, Adam ;

Andrew, Lachlan L. H. ;

Thereska, Eno .

IEEE-ACM TRANSACTIONS ON NETWORKING, 2013, 21 (05) :1378-1391

[7]

Ruan XJ, 2007, IEEE IC COMP COM NET, P735

[8]

Schall D, 2014, LECT NOTES COMPUT SC, V8421, P297, DOI 10.1007/978-3-319-05810-8_20

[9]

Tsirogiannis D., 2010, P 2010 ACM SIGMOD IN, P231, DOI DOI 10.1145/1807167.1807194

[10]

Urbano F., 2014, Spatial Database for GPS Wildlife Tracking Data, P9

← 1 2 →