On Energy- and Cooling-Aware Data Centre Workload Management

被引:7
|
作者
Chisca, Danuta Sorina [1 ]
Castineiras, Ignacio [2 ]
Mehta, Deepak [2 ]
O'Sullivan, Barry [2 ]
机构
[1] Univ Bologna, ALMA MATER STUDIORUM, I-40126 Bologna, Italy
[2] Univ Coll Cork, Insight Ctr Data Analyt, Cork, Ireland
关键词
D O I
10.1109/CCGrid.2015.141
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The power consumption of a data centre (DC) can be attributed to the power consumed for running the servers and to the computer room air conditioner (CRAC) power for cooling them. The challenge is to distribute the load among servers, controlling the number of active servers and optimally balancing IT and cooling power requirement. This goal demands integration of thermal, power and workload models that minimises a non-linear energy utilisation function. In this paper first we encode this problem using a non-linear objective function and use local search for solving it. We carry out simulation experiments using data provided by the Bluesim tool. The results encourage the effectiveness of our approach, showing that system-wide energy utilisation can be reduced using a holistic approach.
引用
收藏
页码:1111 / 1114
页数:4
相关论文
共 50 条
  • [1] Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization
    Chen, Tianyi
    Wang, Xin
    Giannakis, Georgios B.
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2016, 10 (02) : 402 - 415
  • [2] Cooling-aware workload placement with performance constraints
    Sansottera, Andrea
    Cremonesi, Paolo
    PERFORMANCE EVALUATION, 2011, 68 (11) : 1232 - 1246
  • [3] Joint data center cooling and workload management: A thermal-aware approach
    MirhoseiniNejad, SeyedMorteza
    Moazamigoodarzi, Hosein
    Badawy, Ghada
    Down, Douglas G.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 104 (104): : 174 - 186
  • [4] Joint Resource Allocation and Load Management for Cooling-Aware Mobile-Edge Computing
    Chen, Xiaojing
    Lu, Zhouyu
    Ni, Wei
    Wang, Xin
    Zhang, Shunqing
    Xu, Shugong
    ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [5] Energy and Network Aware Workload Management for Geographically Distributed Data Centers
    Hogade, Ninad
    Pasricha, Sudeep
    Siegel, Howard Jay
    IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2022, 7 (02): : 400 - 413
  • [6] Energy and Network Aware Workload Management for Sustainable Data Centers with Thermal Storage
    Guo, Yuanxiong
    Gong, Yanmin
    Fang, Yuguang
    Khargonekar, Pramod P.
    Geng, Xiaojun
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (08) : 2030 - 2042
  • [7] Energy aware Colocation of Workload in Data centers
    Pore, Madhurima
    Abbasi, Zahra
    Gupta, Sandeep K. S.
    Varsamopoulos, Georgios
    2012 19TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING (HIPC), 2012,
  • [8] Energy- and Thermal-Aware Video Coding via Encoder/Decoder Workload Balancing
    Forte, Domenic
    Srivastava, Ankur
    ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2013, 12
  • [9] Energy, exergy and computing efficiency based data center workload and cooling management
    Gupta, Rohit
    Asgari, Sahar
    Moazamigoodarzi, Hosein
    Down, Douglas G.
    Puri, Ishwar K.
    APPLIED ENERGY, 2021, 299
  • [10] Linearized Data Center Workload and Cooling Management
    Rostami, Somayye
    Down, Douglas G.
    Karakostas, George
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 1 - 13