메뉴 건너뛰기




Volumn 132, Issue 3, 2010, Pages

Coordinated optimization of cooling and IT power in data centers

Author keywords

coordinated optimization; data center; energy efficiency; IT power minimization; workload distribution

Indexed keywords

COOLING; COOLING SYSTEMS; DATA REDUCTION; ENERGY UTILIZATION; GREEN COMPUTING; KNOWLEDGE MANAGEMENT; PRINCIPAL COMPONENT ANALYSIS;

EID: 79953246144     PISSN: 10437398     EISSN: 15289044     Source Type: Journal    
DOI: 10.1115/1.4001858     Document Type: Article
Times cited : (21)

References (49)
  • 4
    • 84929278190 scopus 로고    scopus 로고
    • The thermal design of a next generation data center: A conceptual exposition
    • Samadiani, E., Joshi, Y., and Mistree, F., 2008, "The Thermal Design of A Next Generation Data Center: A Conceptual Exposition," ASME J. Electron. Packag., 1304, p. 041104.
    • (2008) ASME J. Electron. Packag. , vol.1304 , pp. 041104
    • Samadiani, E.1    Joshi, Y.2    Mistree, F.3
  • 5
    • 36949023020 scopus 로고    scopus 로고
    • Live, runtime phase monitoring and prediction on real systems with application to dynamic power management
    • DOI 10.1109/MICRO.2006.30, 4041860, Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO-39
    • Isci, C., Contreras, G., and Martonosi, M., 2006, "Live, Runtime Phase Monitoring and Prediction on Real Systems With Application to Dynamic Power Management," Proceedings of the 39th International Symposium on Microarchitecture [MICRO-39, pp. 359-370. (Pubitemid 351337010)
    • (2006) Proceedings of the Annual International Symposium on Microarchitecture, MICRO , pp. 359-370
    • Isci, C.1    Contreras, G.2    Martonosi, M.3
  • 6
    • 33746696887 scopus 로고    scopus 로고
    • Hibernator: Helping disk arrays sleep through the winter
    • DOI 10.1145/1095809.1095828
    • Zhu, Q., Chen, Z., Tan, L., Zhou, Y., Keeton, K., and Wilkes, J., 2005, "Hibernator: Helping Disk Arrays Sleep Through the Winter," ACM SIGOPS Operating Systems Review, 39[5, pp. 177-190. (Pubitemid 44892212)
    • (2005) Operating Systems Review (ACM) , vol.39 , Issue.5 , pp. 177-190
    • Zhu, Q.1    Chen, Z.2    Tan, L.3    Zhou, Y.4    Keeton, K.5    Wilkes, J.6
  • 13
    • 1242309513 scopus 로고    scopus 로고
    • Multi-scale modeling of high power density data centers
    • Kauai, HI
    • Rambo, J., and Joshi, Y., 2003, "Multi-Scale Modeling of High Power Density Data Centers," Proceedings of the ASME InterPACK03, Kauai, HI.
    • (2003) Proceedings of the ASME InterPACK03
    • Rambo, J.1    Joshi, Y.2
  • 18
    • 32844465029 scopus 로고    scopus 로고
    • Airflow uniformity through perforated tiles in a raised-floor data center
    • San Francisco, CA
    • VanGilder, J. W., and Schmidt, R., 2005, "Airflow Uniformity Through Perforated Tiles in a Raised-Floor Data Center," Proceedings of the ASME Inter- PACK, San Francisco, CA.
    • (2005) Proceedings of the ASME Inter- PACK
    • VanGilder, J.W.1    Schmidt, R.2
  • 20
    • 77953939871 scopus 로고    scopus 로고
    • Lawrence Berkeley National Laboratory and Rumsey Engineers
    • Lawrence Berkeley National Laboratory and Rumsey Engineers, "Data Center Energy Benchmarking Case Study," http://datacenters.lbl.gov/
    • Data Center Energy Benchmarking Case Study
  • 21
    • 0001671714 scopus 로고
    • The compromise decision support problem and the adaptive linear programming algorithm
    • M. P. Kamat, ed., AIAA, Washington, D.C.
    • Mistree, F., Hughes, O. F., and Bras, B., 1993, "The Compromise Decision Support Problem and the Adaptive Linear Programming Algorithm," Structural Optimization: Status and Promise, M. P. Kamat, ed., AIAA, Washington, D.C., pp. 247-286.
    • (1993) Structural Optimization: Status and Promise , pp. 247-286
    • Mistree, F.1    Hughes, O.F.2    Bras, B.3
  • 23
    • 32944462602 scopus 로고    scopus 로고
    • Effect of data center layout on rack inlet air temperatures
    • San Francisco, CA
    • Schmit, R., and Iyengar, M., 2005, "Effect of Data Center Layout on Rack Inlet Air Temperatures," Proceedings of the ASME InterPACK 05, San Francisco, CA.
    • (2005) Proceedings of the ASME InterPACK 05
    • Schmit, R.1    Iyengar, M.2
  • 24
    • 0003337211 scopus 로고    scopus 로고
    • Computational fluid dynamics modeling of high compute density data centers to assure system inlet air specifications
    • Kauai, HI
    • Patel, C., Bash, C., Belady, C., Stahl, L., and Sullivan, D., 2001, "Computational Fluid Dynamics Modeling of High Compute Density Data Centers to Assure System Inlet Air Specifications," Proceedings of the ASME IPACK'01, Kauai, HI.
    • (2001) Proceedings of the ASME IPACK'01
    • Patel, C.1    Bash, C.2    Belady, C.3    Stahl, L.4    Sullivan, D.5
  • 25
    • 84889617716 scopus 로고    scopus 로고
    • Thermal modeling of technology infrastructure facilities: A case study of data centers
    • W. J. Minkowycz, E. M. Sparrow, and J. Y. Murthy, eds., Taylor & Francis, London
    • Rambo, J., and Joshi, Y., 2006, "Thermal Modeling of Technology Infrastructure Facilities: A Case Study of Data Centers," The Handbook of Numerical Heat Transfer', W. J. Minkowycz, E. M. Sparrow, and J. Y. Murthy, eds., Taylor & Francis, London, pp. 821-850.
    • (2006) The Handbook of Numerical Heat Transfer , pp. 821-850
    • Rambo, J.1    Joshi, Y.2
  • 26
  • 27
    • 32844466042 scopus 로고    scopus 로고
    • Exergy-based optimization strategies for multi-component data center thermal management: Part I, analysis
    • San Francisco, CA
    • Shah, A., Carey, V., Bash, C., and Patel, C., 2005, "Exergy-Based Optimization Strategies for Multi-Component Data Center Thermal Management: Part I, Analysis," Proceedings of the ASME InterPACK05, San Francisco, CA.
    • (2005) Proceedings of the ASME InterPACK05
    • Shah, A.1    Carey, V.2    Bash, C.3    Patel, C.4
  • 28
    • 32844460498 scopus 로고    scopus 로고
    • Exergy-based optimization strategies for multi-component data center thermal management: Part II, application and validation
    • San Francisco, CA
    • Shah, A., Carey, V., Bash, C., and Patel, C., 2005, "Exergy-Based Optimization Strategies for Multi-Component Data Center Thermal Management: Part II, Application and Validation," Proceedings of the ASME InterPACK05, San Francisco, CA.
    • (2005) Proceedings of the ASME InterPACK05
    • Shah, A.1    Carey, V.2    Bash, C.3    Patel, C.4
  • 29
    • 32844456619 scopus 로고    scopus 로고
    • Optimization of data center room layout to minimize rack inlet air temperature
    • San Francisco, CA
    • Bhopte, S., Agonafer, D., Schmidt, R., and Sammakia, B., 2005, "Optimization of Data Center Room Layout to Minimize Rack Inlet Air Temperature," Proceedings of the ASME InterPACK, San Francisco, CA.
    • (2005) Proceedings of the ASME InterPACK
    • Bhopte, S.1    Agonafer, D.2    Schmidt, R.3    Sammakia, B.4
  • 34
    • 34247640382 scopus 로고    scopus 로고
    • Weatherman: Automated, online, and predictive thermal mapping and management for data centers
    • 1662394, Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006
    • Moore, J., Chase, J., and Ranganathan, P., 2006, "Weatherman: Automated, Online, and Predictive Thermal Mapping and Management for Data Centers," Proceedings of the IEEE International Conference on Autonomic Computing [ICAC] , pp. 155-164. (Pubitemid 46666916)
    • (2006) Proceedings - 3rd International Conference on Autonomic Computing, ICAC 2006 , vol.2006 , pp. 155-164
    • Moore, J.1    Chase, J.S.2    Ranganathan, P.3
  • 35
    • 54249125817 scopus 로고    scopus 로고
    • Energy-efficient thermal- aware task scheduling for homogeneous high-performance computing data centers: A cyber-physical approach
    • Tang, Q., Gupta, S., and Varsamopoulos, G., 2008, "Energy-Efficient Thermal- Aware Task Scheduling for Homogeneous High-Performance Computing Data Centers: A Cyber-Physical Approach," IEEE Trans. Parallel Distrib. Syst., 19 (11), pp. 1458-1472.
    • (2008) IEEE Trans. Parallel Distrib. Syst. , vol.19 , Issue.11 , pp. 1458-1472
    • Tang, Q.1    Gupta, S.2    Varsamopoulos, G.3
  • 41
    • 41149117451 scopus 로고    scopus 로고
    • VirtualPower: Coordinated power management in virtualized enterprise systems
    • DOI 10.1145/1294261.1294287, SOSP'07: Proceedings of the 21st ACM Symposium on Operating Systems Principles
    • Nathuji, R., and Schwan, K., 2007, "Virtual Power: Coordinated Power Management in Virtualized Enterprise Systems," Proceedings of the 21st ACM Symposium on Operating Systems Principles [SOSP] , pp. 265-278. (Pubitemid 351429381)
    • (2007) Operating Systems Review (ACM) , pp. 265-278
    • Nathuji, R.1    Schwan, K.2
  • 43
    • 76749093026 scopus 로고    scopus 로고
    • Multi-parameter model reduction in multi-scale convective systems
    • Samadiani, E., and Joshi, Y., 2010, "Multi-Parameter Model Reduction in Multi-Scale Convective Systems," Int. J. Heat Mass Transfer, 53, pp. 2193- 2205.
    • (2010) Int. J. Heat Mass Transfer , vol.53 , pp. 2193-2205
    • Samadiani, E.1    Joshi, Y.2
  • 44
    • 77949551497 scopus 로고    scopus 로고
    • Adaptable robust design of multi-scale convective systems applied to energy efficient data centers
    • Samadiani, E., Joshi, Y., Allen, J. K., and Mistree, F., 2010, "Adaptable Robust Design of Multi-scale Convective Systems Applied to Energy Efficient Data Centers," Numer. Heat Transfer, Part A, 57 [2] , pp. 69-100.
    • (2010) Numer. Heat Transfer, Part A , vol.57 , Issue.2 , pp. 69-100
    • Samadiani, E.1    Joshi, Y.2    Allen, J.K.3    Mistree, F.4
  • 45
    • 4344572635 scopus 로고    scopus 로고
    • ASHRAE, American Society of Heating, Refrigeration, and Air-Conditioning Engineers, Atlanta, GA
    • ASHRAE, 2004, Thermal Guidelines for Data Processing Environments, American Society of Heating, Refrigeration, and Air-Conditioning Engineers, Atlanta, GA.
    • (2004) Thermal Guidelines for Data Processing Environments
  • 48
    • 0034412352 scopus 로고    scopus 로고
    • Pattern search methods for linearly constrained minimization
    • Lewis, R. M., and Torczon, V., 2000, "Pattern Search Methods for Linearly Constrained Minimization," SIAM J. Optim., 10 [3] , pp. 917-941.
    • (2000) SIAM J. Optim. , vol.10 , Issue.3 , pp. 917-941
    • Lewis, R.M.1    Torczon, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.