{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T07:38:27Z","timestamp":1761896307389},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,7,5]],"date-time":"2016-07-05T00:00:00Z","timestamp":1467676800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"the Soft Science Foundation of Sichuan Province","award":["2016ZR0034"],"award-info":[{"award-number":["2016ZR0034"]}]},{"DOI":"10.13039\/501100001809","name":"the National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61202043"],"award-info":[{"award-number":["61202043"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"the Open Research Fund of Key Laboratory of Network Intelligent Information Processing","award":["SZJJ2014-049"],"award-info":[{"award-number":["SZJJ2014-049"]}]},{"DOI":"10.13039\/501100011347","name":"the State Key Laboratory of Software Development Environment of P.R.China under grant","doi-asserted-by":"crossref","award":["SKLSDE-2016ZX-25"],"award-info":[{"award-number":["SKLSDE-2016ZX-25"]}],"id":[{"id":"10.13039\/501100011347","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s11227-016-1797-5","type":"journal-article","created":{"date-parts":[[2016,7,5]],"date-time":"2016-07-05T18:52:08Z","timestamp":1467744728000},"page":"782-809","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":43,"title":["Energy efficiency of VM consolidation in IaaS clouds"],"prefix":"10.1007","volume":"73","author":[{"given":"Fei","family":"Teng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianrui","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danting","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fr\u00e9d\u00e9ric","family":"Magoul\u00e8s","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,7,5]]},"reference":[{"issue":"1","key":"1797_CR1","first-page":"1","volume":"26","author":"N Akhter","year":"2016","unstructured":"Akhter N, Othman M (2016) Energy aware resource allocation of cloud data center: review and open issues. Clust Comput 26(1):1\u201320","journal-title":"Clust Comput"},{"issue":"5","key":"1797_CR2","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1016\/j.future.2011.04.017","volume":"28","author":"A Beloglazov","year":"2012","unstructured":"Beloglazov A, Abawajy J, Buyya R (2012) Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future Gen Comput Syst 28(5):755\u2013768","journal-title":"Future Gen Comput Syst"},{"key":"1797_CR3","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: IEEE Proceedings of the International Conference on Energy-Efficient Computing and Networking, pp 215\u2013224","DOI":"10.1145\/1791314.1791349"},{"issue":"12","key":"1797_CR4","doi-asserted-by":"crossref","first-page":"1737","DOI":"10.1109\/TC.2012.166","volume":"61","author":"M Cardosa","year":"2012","unstructured":"Cardosa M, Singh A, Pucha H, Chandra A (2012) Exploiting spatio-temporal tradeoffs for energy-aware mapreduce in the cloud. IEEE Trans Comput 61(12):1737\u20131751","journal-title":"IEEE Trans Comput"},{"issue":"3","key":"1797_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2629677","volume":"11","author":"TE Carlson","year":"2014","unstructured":"Carlson TE, Heirman W, Eyerman S, Hur I, Eeckhout L (2014) An evaluation of high-level mechanistic core models. ACM Trans Archit Code Optim 11(3):1\u201325","journal-title":"ACM Trans Archit Code Optim"},{"key":"1797_CR6","doi-asserted-by":"crossref","unstructured":"Chen Y, Alspaugh S, Borthakur D, Katz R (2012) Energy efficiency for large-scale mapreduce workloads with significant interactive analysis. In: ACM Proceedings of the European Conference on computer systems (EuroSys), pp 43\u201356","DOI":"10.1145\/2168836.2168842"},{"key":"1797_CR7","doi-asserted-by":"crossref","unstructured":"Chen Y, Das A, Qin W, Sivasubramaniam A, Wang Q, Gautam N (2005) Managing server energy and operational costs in hosting centers. In: ACM Proceedings of the International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), pp 303\u2013314","DOI":"10.1145\/1064212.1064253"},{"key":"1797_CR8","doi-asserted-by":"crossref","unstructured":"Chen Y, Ganapathi A, Katz RH (2010) To compress or not to compress-compute vs. io tradeoffs for mapreduce energy efficiency. In: ACM Proceedings of ACM SIGCOMM workshop on green networking, pp 23\u201328","DOI":"10.1145\/1851290.1851296"},{"issue":"1","key":"1797_CR9","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1145\/1961295.1950392","volume":"39","author":"Q Deng","year":"2011","unstructured":"Deng Q, Meisner D, Ramos L, Wenisch TF, Bianchini R (2011) Memscale: active low-power modes for main memory. ACM SIGARCH Comput Archit News 39(1):225\u2013238","journal-title":"ACM SIGARCH Comput Archit News"},{"issue":"2","key":"1797_CR10","doi-asserted-by":"crossref","first-page":"1017","DOI":"10.1109\/TSG.2013.2237929","volume":"4","author":"M Ghamkhari","year":"2013","unstructured":"Ghamkhari M, Mohsenian-Rad H (2013) Energy and performance management of green data centers: a profit maximization approach. IEEE Trans Smart Grid 4(2):1017\u20131025","journal-title":"IEEE Trans Smart Grid"},{"key":"1797_CR11","doi-asserted-by":"crossref","unstructured":"Goiri I, Julia F, Nou R, Berral JL, Guitart J, Torres J (2010) Energy-aware scheduling in virtualized datacenters. In: IEEE Proceedings of IEEE International Conference on Cluster Computing (CLUSTER), pp 58\u201367","DOI":"10.1109\/CLUSTER.2010.15"},{"key":"1797_CR12","doi-asserted-by":"crossref","unstructured":"Govindan S, Choi J, Urgaonkar B, Sivasubramaniam A, Baldini A (2009) Statistical profiling-based techniques for effective power provisioning in data centers. In: ACM Proceedings of European Conference on Computer Systems (EuroSys), pp 317\u2013330","DOI":"10.1145\/1519065.1519099"},{"key":"1797_CR13","doi-asserted-by":"crossref","unstructured":"Guenter B, Jain N, Williams C (2011) Managing cost, performance, and reliability tradeoffs for energy-aware server provisioning. In: IEEE INFOCOM, pp 1332\u20131340","DOI":"10.1109\/INFCOM.2011.5934917"},{"issue":"5","key":"1797_CR14","first-page":"1","volume":"87","author":"J Jiang","year":"2016","unstructured":"Jiang J, Feng Y, Zhao J, Li K (2016) Dataabc: a fast abc based energy-efficient live vm consolidation policy with data-intensive energy evaluation model. Future Gen Comput Syst 87(5):1\u201333","journal-title":"Future Gen Comput Syst"},{"issue":"2","key":"1797_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2742488","volume":"48","author":"T Kaur","year":"2015","unstructured":"Kaur T, Chana I (2015) Energy efficiency techniques in cloud computing: a survey and taxonomy. ACM Comput Surv 48(2):1\u201346","journal-title":"ACM Comput Surv"},{"key":"1797_CR16","unstructured":"Kaushik RT, Bhandarkar M (2010) Greenhdfs: towards an energy-conserving, storage-efficient, hybrid hadoop compute cluster. In: Proceedings of the International Conference on Power Aware Computing and Systems (HotPower), USENIX Association, pp 1\u20139"},{"key":"1797_CR17","doi-asserted-by":"crossref","unstructured":"Khosravi A, Garg SK, Buyya R (2013) Energy and carbon-efficient placement of virtual machines in distributed cloud data centers. In: Proceedings of the 19th International Conference on Parallel Processing, pp 317\u2013328","DOI":"10.1007\/978-3-642-40047-6_33"},{"issue":"1","key":"1797_CR18","doi-asserted-by":"crossref","first-page":"129","DOI":"10.14778\/1920841.1920862","volume":"3","author":"W Lang","year":"2010","unstructured":"Lang W, Patel JM (2010) Energy management for mapreduce clusters. VLDB Endow 3(1):129\u2013139","journal-title":"VLDB Endow"},{"issue":"2","key":"1797_CR19","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1007\/s11227-010-0421-3","volume":"60","author":"YC Lee","year":"2012","unstructured":"Lee YC, Zomaya AY (2012) Energy efficient utilization of resources in cloud computing systems. J Supercomput 60(2):268\u2013280","journal-title":"J Supercomput"},{"issue":"1","key":"1797_CR20","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/1740390.1740405","volume":"44","author":"J Leverich","year":"2010","unstructured":"Leverich J, Kozyrakis C (2010) On the energy inefficiency of hadoop clusters. ACM SIGOPS Oper Syst Rev 44(1):61\u201365","journal-title":"ACM SIGOPS Oper Syst Rev"},{"issue":"3","key":"1797_CR21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TCC.2015.2474385","volume":"26","author":"P Li","year":"2015","unstructured":"Li P, Guo S, Yu S, Zhuang W (2015) Cross-cloud mapreduce for big data. IEEE Trans Cloud Comput 26(3):1\u201314","journal-title":"IEEE Trans Cloud Comput"},{"key":"1797_CR22","doi-asserted-by":"crossref","unstructured":"Li S, Ahn JH, Strong RD, Brockman JB, Tullsen DM, Jouppi NP (2009) Mcpat: an integrated power, area, and timing modeling framework for multicore and manycore architectures. In: Proceedings of the 42nd Annual Symposium on Microarchitecture, pp 469\u2013480","DOI":"10.1145\/1669112.1669172"},{"issue":"2","key":"1797_CR23","first-page":"1","volume":"4","author":"J-P Luo","year":"2014","unstructured":"Luo J-P, Xia L, Chen M-R (2014) Hybrid shuffled frog leaping algorithm for energy-efficient dynamic consolidation of virtual machines in cloud data centers. Expert Syst Appl 4(2):1\u201313","journal-title":"Expert Syst Appl"},{"issue":"1","key":"1797_CR24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2797211","volume":"48","author":"ZA Mann","year":"2015","unstructured":"Mann ZA (2015a) Allocation of virtual machines in cloud data centersa survey of problem models and optimization algorithms. ACM Comput Surv 48(1):1\u201334","journal-title":"ACM Comput Surv"},{"issue":"4","key":"1797_CR25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.future.2015.04.004","volume":"51","author":"ZA Mann","year":"2015","unstructured":"Mann ZA (2015b) Rigorous results on the effectiveness of some heuristics for the consolidation of virtual machines in a cloud data center. Future Gen Comput Syst 51(4):1\u20136","journal-title":"Future Gen Comput Syst"},{"issue":"10","key":"1797_CR26","doi-asserted-by":"crossref","first-page":"2720","DOI":"10.1109\/TPDS.2014.2358556","volume":"26","author":"L Mashayekhy","year":"2015","unstructured":"Mashayekhy L, Nejad M, Grosu D, Zhang Q, Shi W (2015) Energy-aware scheduling of mapreduce jobs for big data applications. IEEE Trans Parallel Distrib Syst 26(10):2720\u20132733","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"1797_CR27","doi-asserted-by":"crossref","unstructured":"Meng X, Pappas V, Zhang L (2010) Improving the scalability of data center networks with traffic-aware virtual machine placement. In: IEEE Proceedings of INFOCOM, pp 1\u20139","DOI":"10.1109\/INFCOM.2010.5461930"},{"issue":"4","key":"1797_CR28","first-page":"173","volume":"51","author":"N Quang-Hung","year":"2013","unstructured":"Quang-Hung N, Thoai N, Son NT (2013) Epobf: energy efficient allocation of virtual machines in high performance computing cloud. J Sci Technol 51(4):173\u2013182","journal-title":"J Sci Technol"},{"key":"1797_CR29","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-34654-5_37","volume-title":"On modelling virtual machine consolidation to pseudo-boolean constraints","author":"BC Ribas","year":"2012","unstructured":"Ribas BC, Suguimoto RM, Monta\u00f1o RANR, Silva F, de Bona L, Castilho MA (2012) On modelling virtual machine consolidation to pseudo-boolean constraints. Springer, Heidelberg"},{"key":"1797_CR30","doi-asserted-by":"crossref","unstructured":"Sindelar M, Sitaraman RK, Shenoy P (2011) Sharing-aware algorithms for virtual machine colocation. In: ACM Proceedings of the 23th Annual ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), pp 367\u2013378","DOI":"10.1145\/1989493.1989554"},{"issue":"11","key":"1797_CR31","doi-asserted-by":"crossref","first-page":"2647","DOI":"10.1109\/TC.2013.148","volume":"63","author":"W Song","year":"2013","unstructured":"Song W, Xiao Z, Chen Q, Luo H (2013) Adaptive resource provisioning for the cloud using online bin packing. IEEE Trans Comput 63(11):2647\u20132660","journal-title":"IEEE Trans Comput"},{"issue":"5","key":"1797_CR32","first-page":"1","volume":"1","author":"M Tang","year":"2014","unstructured":"Tang M, Pan S (2014) A hybrid genetic algorithm for the energy-efficient virtual machine placement problem in data centers. Neural Process Lett 1(5):1\u201311","journal-title":"Neural Process Lett"},{"key":"1797_CR33","doi-asserted-by":"crossref","unstructured":"Urgaonkar R, Kozat U, Igarashi K, Neely M (2010) Dynamic resource allocation and power management in virtualized data centers. In: IEEE Proceedings of Network Operations and Management Symposium (NOMS), pp 479\u2013486","DOI":"10.1109\/NOMS.2010.5488484"},{"key":"1797_CR34","doi-asserted-by":"crossref","unstructured":"Van HN, Tran FD, Menaud J-M (2010) Performance and power management for cloud infrastructures. In: IEEE Proceedings of the 3rd International Conference on Cloud Computing (CLOUD), pp 329\u2013336","DOI":"10.1109\/CLOUD.2010.25"},{"key":"1797_CR35","doi-asserted-by":"crossref","unstructured":"Verma A, Ahuja P, Neogi A (2008) pmapper: power and migration cost aware application placement in virtualized systems. In: Middleware. Springer, pp 243\u2013264","DOI":"10.1007\/978-3-540-89856-6_13"},{"key":"1797_CR36","doi-asserted-by":"crossref","unstructured":"Verma A, Cherkasova L, Campbell RH (2011) Aria: automatic resource inference and allocation for mapreduce environments. In: Proceedings of the International Conference on Autonomic Computing (ICAC), pp 249\u2013256","DOI":"10.1145\/1998582.1998637"},{"key":"1797_CR37","doi-asserted-by":"crossref","unstructured":"Von\u00a0Laszewski G, Wang L, Younge AJ, He X (2009) Power-aware scheduling of virtual machines in dvfs-enabled clusters. In: Proceedings of the IEEE International Conference on Cluster Computing (Clusters), pp 1\u201310","DOI":"10.1109\/CLUSTR.2009.5289182"},{"key":"1797_CR38","doi-asserted-by":"crossref","unstructured":"Wang L, Zhang F, Zheng K, Vasilakos AV, Ren S, Liu Z (2014) Energy-efficient flow scheduling and routing with hard deadlines in data center networks. In: IEEE Proceedings of IEEE 34th International Conference on Distributed Computing Systems (ICDCS), pp 1\u201311","DOI":"10.1109\/ICDCS.2014.33"},{"key":"1797_CR39","doi-asserted-by":"crossref","unstructured":"Wirtz T, Ge R (2011) Improving mapreduce energy efficiency for computation intensive workloads. In: IEEE Proceedings of the International Green Computing Conference and Workshops (IGCC), pp 1\u20138","DOI":"10.1109\/IGCC.2011.6008564"},{"key":"1797_CR40","doi-asserted-by":"crossref","unstructured":"Wong D, Annavaram M (2014) Implications of high energy proportional servers on cluster-wide energy proportionality. In: IEEE Proceedings of the 20th International Symposium on High Performance Computer Architecture (HPCA), pp 142\u2013153","DOI":"10.1109\/HPCA.2014.6835925"},{"key":"1797_CR41","doi-asserted-by":"crossref","unstructured":"Wu Y, Tang M, Fraser W (2012) A simulated annealing algorithm for energy efficient virtual machine placement. In: IEEE Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp 1245\u20131250","DOI":"10.1109\/ICSMC.2012.6377903"},{"key":"1797_CR42","doi-asserted-by":"crossref","unstructured":"Xie R, Jia X, Yang K, Zhang B (2013) Energy saving virtual machine allocation in cloud computing. In: IEEE Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCSW), pp 132\u2013137","DOI":"10.1109\/ICDCSW.2013.37"},{"key":"1797_CR43","doi-asserted-by":"crossref","unstructured":"Zhou Z, Liu F, Jin H, Li B, Li B, Jiang H (2013) On arbitrating the power-performance tradeoff in saas clouds. In: IEEE Proceedings of INFOCOM, pp 872\u2013880","DOI":"10.1109\/INFCOM.2013.6566875"},{"issue":"2","key":"1797_CR44","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1145\/1331331.1331341","volume":"7","author":"J Zhuo","year":"2008","unstructured":"Zhuo J, Chakrabarti C (2008) Energy-efficient dynamic task scheduling algorithms for dvs systems. ACM Trans Embed Comput Syst 7(2):421\u2013434","journal-title":"ACM Trans Embed Comput Syst"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-016-1797-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-016-1797-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-016-1797-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-016-1797-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T00:48:13Z","timestamp":1589676493000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-016-1797-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7,5]]},"references-count":44,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["1797"],"URL":"https:\/\/doi.org\/10.1007\/s11227-016-1797-5","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7,5]]}}}