{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T08:27:24Z","timestamp":1747816044451},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2014,10,30]],"date-time":"2014-10-30T00:00:00Z","timestamp":1414627200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1007\/s11227-014-1320-9","type":"journal-article","created":{"date-parts":[[2014,10,29]],"date-time":"2014-10-29T05:34:49Z","timestamp":1414560889000},"page":"1163-1174","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Energy-efficient allocation of computing node slots in HPC clusters through parameter learning and hybrid genetic fuzzy system modeling"],"prefix":"10.1007","volume":"71","author":[{"given":"Alberto","family":"Coca\u00f1a-Fern\u00e1ndez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose","family":"Ranilla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luciano","family":"S\u00e1nchez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,10,30]]},"reference":[{"key":"1320_CR1","doi-asserted-by":"crossref","unstructured":"Alonso P, Badia RM, Labarta J, Barreda M, Dolz MF, Mayo R, Quintana-Orti ES, Reyes R (2012) Tools for power-energy modelling and analysis of parallel scientific applications. In: 2012 41st international conference on parallel processing. IEEE, New Jersey, pp 420\u2013429","DOI":"10.1109\/ICPP.2012.57"},{"key":"1320_CR2","doi-asserted-by":"crossref","unstructured":"Alvarruiz F, de Alfonso C, Caballer M, Hern\u00e1ndez V (2012) An energy manager for high performance computer clusters. In: 2012 IEEE 10th international symposium on parallel and distributed processing with applications. IEEE, New Jersey, pp 231\u2013238","DOI":"10.1109\/ISPA.2012.38"},{"key":"1320_CR3","unstructured":"Bash C, Forman G (2007) Cool job allocation: measuring the power savings of placing jobs at cooling-efficient locations in the data center. USENIX Association, Berkeley, p 29"},{"key":"1320_CR4","doi-asserted-by":"crossref","unstructured":"Berral JL, Goiri \u00cd, Nou R, Juli\u00e0 F, Guitart J, Gavald\u00e0 R, Torres J (2010) Towards energy-aware scheduling in data centers using machine learning. In: Proceedings of the 1st international conference on energy-efficient computing and networking\u2014e-energy \u201910. ACM Press, New York, p 215","DOI":"10.1145\/1791314.1791349"},{"key":"1320_CR5","doi-asserted-by":"crossref","unstructured":"Buyya R, Jin H, Cortes R (2002) Cluster computing. Future Gener Comput Syst 18(3):v\u2013viii","DOI":"10.1016\/S0167-739X(01)00053-X"},{"key":"1320_CR6","doi-asserted-by":"crossref","unstructured":"Cheng Y, Zeng Y (2011) Automatic energy status controlling with dynamic voltage scaling in power-aware high performance computing cluster. In: 2011 12th international conference on parallel and distributed computing, applications and technologies. IEEE, New York, pp 412\u2013416","DOI":"10.1109\/PDCAT.2011.24"},{"key":"1320_CR7","doi-asserted-by":"crossref","unstructured":"Chetsa GLT, Lefrvre L, Pierson JM, Stolf P, Da Costa G (2012) A runtime framework for energy efficient HPC systems without a priori knowledge of applications. In: 2012 IEEE 18th international conference on parallel and distributed systems. IEEE, New York, pp 660\u2013667","DOI":"10.1109\/ICPADS.2012.94"},{"key":"1320_CR8","unstructured":"Coca\u00f1a Fern\u00e1ndez A, Ranilla J, S\u00e1nchez L (2014) Energy-efficient allocation of computing node slots in hpc clusters through evolutionary multi-criteria decision making. In: Proceedings of the 14th international conference on computational and mathematical methods in science and engineering, CMMSE 2014, pp 318\u2013330"},{"key":"1320_CR9","unstructured":"Das R, Kephart JO, Lefurgy C, Tesauro G, Levine DW, Chan H (2008) Autonomic multi-agent management of power and performance in data centers, pp 107\u2013114"},{"issue":"2","key":"1320_CR10","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1109\/4235.996017","volume":"6","author":"K Deb","year":"2002","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182\u2013197","journal-title":"IEEE Trans Evol Comput"},{"key":"1320_CR11","unstructured":"Dolz MF, Fern\u00e1ndez JC, Iserte S, Mayo R, Quintana-Ort\u00ed ES, Cotallo ME, D\u00edaz G (2011) Energy saving cluster experience in CETA-CIEMAT. In: 5th Iberian GRID infrastructure conference, Santander"},{"key":"1320_CR12","unstructured":"Matthew E, Mike A, Felipe FC, da Fonseca M, Para GV, Michael S (2011) Smarter data centers: achieving greater efficiency. Technical report, IBM Redpaper"},{"key":"1320_CR13","unstructured":"EIA. Electric Power Monthly\u2014Energy Information Administration"},{"key":"1320_CR14","doi-asserted-by":"crossref","unstructured":"Elnozahy EN, Kistler M, Rajamony R (2002) Energy-efficient server clusters, pp 179\u2013197","DOI":"10.1007\/3-540-36612-1_12"},{"key":"1320_CR15","unstructured":"Emerson Network Power (2009) Energy logic: reducing data center energy consumption by creating savings that cascade across systems. Technical report"},{"key":"1320_CR16","unstructured":"Eurostat (2013) Electricity and natural gas price statistics\u2014statistics explained"},{"key":"1320_CR17","unstructured":"Freeh VW, Lowenthal DK (2005) Using multiple energy gears in MPI programs on a power-scalable cluster. In: Proceedings of the tenth ACM SIGPLAN symposium on principles and practice of parallel programming\u2014PPoPP \u201905. ACM Press, New York, p 164"},{"issue":"6","key":"1320_CR18","doi-asserted-by":"crossref","first-page":"835","DOI":"10.1109\/TPDS.2007.1026","volume":"18","author":"VW Freeh","year":"2007","unstructured":"Freeh VW, Lowenthal DK, Pan F, Kappiah N, Springer R, Rountree BL, Femal ME (2007) Analyzing the energy\u2013time trade-off in high-performance computing applications. IEEE Trans Parallel Distrib Syst 18(6):835\u2013848","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"1320_CR19","doi-asserted-by":"crossref","unstructured":"Garcia DF, Entrialgo J, Garcia J, Garcia M (2010) A self-managing strategy for balancing response time and power consumption in heterogeneous server clusters. In: 2010 international conference on electronics and information engineering, vol 1. IEEE, New York, pp V1\u2013537-V1-541","DOI":"10.1109\/ICEIE.2010.5559691"},{"key":"1320_CR20","unstructured":"Gartner (2007) Gartner estimates ICT industry accounts for 2 percent of global CO2 emissions"},{"key":"1320_CR21","doi-asserted-by":"crossref","unstructured":"Ge R, Feng X, Feng W, Cameron KW (2007) CPU MISER: a performance-directed, run-time system for power-aware clusters. In: 2007 international conference on parallel processing (ICPP 2007). IEEE, New York, pp 18\u201318","DOI":"10.1109\/ICPP.2007.29"},{"key":"1320_CR22","unstructured":"Ruud H (2011) The blue gene\/Q compute chip. Technical report, IBM Corporation"},{"key":"1320_CR23","unstructured":"Hsu CH, Feng W (2005) A power-aware run-time system for high-performance computing. In: ACM\/IEEE SC 2005 conference (SC\u201905). IEEE, New York, pp 1\u20131"},{"issue":"5","key":"1320_CR24","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1145\/780822.781137","volume":"38","author":"CH Hsu","year":"2003","unstructured":"Hsu CH, Kremer U (2003) The design, implementation, and evaluation of a compiler algorithm for CPU energy reduction. ACM SIGPLAN Not 38(5):38","journal-title":"ACM SIGPLAN Not"},{"key":"1320_CR25","doi-asserted-by":"crossref","unstructured":"Huang S, Feng W (2009) Energy-efficient cluster computing via accurate workload characterization. In: 2009 9th IEEE\/ACM international symposium on cluster computing and the grid. IEEE, New York, pp 68\u201375","DOI":"10.1109\/CCGRID.2009.88"},{"key":"1320_CR26","unstructured":"IBM Systems and Technology Group (2011) IBM system blue gene\/Q\u2014DCD12345USEN.pdf. Technical report, IBM, Somers, NY"},{"key":"1320_CR27","unstructured":"Ishibuchi H, Nakashima T, Nii M (2004) Classification and modeling with linguistic information granules: advanced approaches to linguistic data mining. Adv Inf Process"},{"issue":"4","key":"1320_CR28","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1145\/1815948.1815956","volume":"38","author":"W Lang","year":"2010","unstructured":"Lang W, Patel JM, Naughton JF (2010) On energy management, load balancing and replication. ACM SIGMOD Record 38(4):35","journal-title":"ACM SIGMOD Record"},{"key":"1320_CR29","doi-asserted-by":"crossref","unstructured":"Li D, Nikolopoulos DS, Cameron K, de Supinski BR, Schulz M (2010) Power-aware MPI task aggregation prediction for high-end computing systems. In: 2010 IEEE international symposium on parallel & distributed processing (IPDPS). IEEE, New York, pp 1\u201312","DOI":"10.1109\/IPDPS.2010.5470464"},{"key":"1320_CR30","doi-asserted-by":"crossref","unstructured":"Lim M, Freeh V, Lowenthal D (2006) Adaptive, transparent frequency and voltage scaling of communication phases in MPI programs. In: ACM\/IEEE SC 2006 conference (SC\u201906). IEEE, New York, p 14","DOI":"10.1109\/SC.2006.11"},{"key":"1320_CR31","doi-asserted-by":"crossref","unstructured":"Llamas RM, Garcia DF, Entrialgo J (2012) A technique for self-optimizing scalable and dependable server clusters under QoS constraints. In: 2012 IEEE 11th international symposium on network computing and applications. IEEE, New York, pp 61\u201366","DOI":"10.1109\/NCA.2012.29"},{"key":"1320_CR32","unstructured":"Pinheiro E, Bianchini R, Carrera EV, Heath T (2001) Load balancing and unbalancing for power and performance in cluster-based systems. In: Workshop on compilers and operating systems for low power, vol 180. Barcelona, Spain, pp 182\u2013195"},{"key":"1320_CR33","doi-asserted-by":"crossref","unstructured":"Schubert S, Kostic D, Zwaenepoel W, Shin KG (2012) Profiling software for energy consumption. In: 2012 IEEE international conference on green computing and communications. IEEE, New York, pp 515\u2013522","DOI":"10.1109\/GreenCom.2012.86"},{"key":"1320_CR34","doi-asserted-by":"crossref","unstructured":"Takagi T, Sugeno M (1985) Fuzzy identification of systems and its applications to modeling and control. IEEE Trans Syst Man Cybern, SMC-15(1):116\u2013132","DOI":"10.1109\/TSMC.1985.6313399"},{"key":"1320_CR35","doi-asserted-by":"crossref","unstructured":"Tang G, Gupta Q, Varsamopoulos SKS (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):1458\u20131472","DOI":"10.1109\/TPDS.2008.111"},{"key":"1320_CR36","unstructured":"Unit The Economist Intelligence (2007) IT and the environment A new item on the CIOGs agenda? Technical report, The Economist"},{"key":"1320_CR37","unstructured":"U.S. Environmental Protection Agency (2007) Report to congress on server and data center energy efficiency public law. Technical report, ENERGY STAR Program, pp 109\u2013431"},{"key":"1320_CR38","unstructured":"Lassonde W, Khan SU, Min-Allah N, Madani SA, Li J, Zhang L, Wang L, Ghani N, Kolodziej J, Li H, Zomaya AY, Xu CZ, Balaji P, Vishnu A, Pinel F, Pecero JE, Kliazovich D, Bouvry P (2011) An overview of energy efficiency techniques in cluster computing systems. Cluster Comput 16(1):3\u201315"},{"key":"1320_CR39","doi-asserted-by":"crossref","unstructured":"Xian C, Lu YH, Li Z (2007) A programming environment with runtime energy characterization for energy-aware applications. In: Proceedings of the 2007 international symposium on low power electronics and design\u2014ISLPED \u201907. ACM Press, New York, pp 141\u2013146","DOI":"10.1145\/1283780.1283811"},{"key":"1320_CR40","doi-asserted-by":"crossref","unstructured":"Xue Z, Dong X, Ma S, Fan S, Mei Y (2007) An energy-efficient management mechanism for large-scale server clusters. In: The 2nd IEEE Asia-Pacific service computing conference (APSCC 2007). IEEE, New York, pp 509\u2013516","DOI":"10.1109\/APSCC.2007.54"},{"key":"1320_CR41","doi-asserted-by":"crossref","unstructured":"Yeo CS, Buyya R, Pourreza H, Rasit Eskicioglu M, Graham P, Pourreza P, Sommers F (2006) Cluster computing: high-performance, high-availability, and high-throughput processing on a network of computers. In: Zomaya AY (ed) Handbook of nature-inspired and innovative computing. Springer, Berlin, pp 521\u2013551","DOI":"10.1007\/0-387-27705-6_16"},{"issue":"1","key":"1320_CR42","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1007\/s10586-007-0044-5","volume":"11","author":"Z Zong","year":"2007","unstructured":"Zong Z, Nijim M, Manzanares A, Qin X (2007) Energy efficient scheduling for parallel applications on mobile clusters. Cluster Comput 11(1):91\u2013113","journal-title":"Cluster Comput"},{"key":"1320_CR43","doi-asserted-by":"crossref","unstructured":"Zong Z, Ruan X, Manzanares A, Bellam K, Qin X (2010) Improving energy-efficiency of computational grids via scheduling. In: Antonopoulos N, Exarchakos G, Li M, Liotta A (eds) Handbook of research on P2P and grid systems for service-oriented computing, chap. 22. IGI Global, Hershey","DOI":"10.4018\/978-1-61520-686-5.ch022"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-014-1320-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-014-1320-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-014-1320-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,16]],"date-time":"2019-08-16T15:27:02Z","timestamp":1565969222000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-014-1320-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,10,30]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,3]]}},"alternative-id":["1320"],"URL":"https:\/\/doi.org\/10.1007\/s11227-014-1320-9","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,10,30]]}}}