{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T05:41:18Z","timestamp":1767850878287,"version":"3.49.0"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T00:00:00Z","timestamp":1616112000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T00:00:00Z","timestamp":1616112000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61402163"],"award-info":[{"award-number":["61402163"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2021,10]]},"DOI":"10.1007\/s11227-021-03678-8","type":"journal-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T13:04:49Z","timestamp":1616159089000},"page":"11135-11159","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Improving the energy-efficiency of virtual machines by I\/O compensation"],"prefix":"10.1007","volume":"77","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1880-7497","authenticated-orcid":false,"given":"Peng","family":"Xiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenyu","family":"Ni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongbo","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhigang","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,19]]},"reference":[{"issue":"2","key":"3678_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3054177","volume":"50","author":"D Weerasiri","year":"2017","unstructured":"Weerasiri D, Barukh MC et al (2017) A taxonomy and survey of cloud resource orchestration techniques. ACM Comput Surv 50(2):1\u201341","journal-title":"ACM Comput Surv"},{"key":"3678_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jnca.2019.06.006","volume":"143","author":"M Kumar","year":"2019","unstructured":"Kumar M, Sharma SC et al (2019) A comprehensive survey for scheduling techniques in cloud computing. J Netw Comput Appl 143:1\u201333","journal-title":"J Netw Comput Appl"},{"issue":"1","key":"3678_CR3","first-page":"1","volume":"33","author":"H Xu","year":"2017","unstructured":"Xu H, Yang B (2017) Energy-aware resource management in cloud computing considering load balance. J Inform Sci Eng 33(1):1\u201316","journal-title":"J Inform Sci Eng"},{"key":"3678_CR4","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1016\/j.future.2018.01.057","volume":"83","author":"D Liao","year":"2018","unstructured":"Liao D, Sun G et al (2018) Energy-efficient virtual content distribution network provisioning in cloud-based data centers. Future Gener Comput Syst 83:347\u2013357","journal-title":"Future Gener Comput Syst"},{"key":"3678_CR5","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1016\/j.future.2018.11.029","volume":"94","author":"M Rezaei-Mayahi","year":"2019","unstructured":"Rezaei-Mayahi M, Rezazad M et al (2019) Temperature-aware power consumption modeling in Hyperscale cloud data centers. Future Gener Comput Syst 94:130\u2013139","journal-title":"Future Gener Comput Syst"},{"issue":"5","key":"3678_CR6","doi-asserted-by":"publisher","first-page":"4928","DOI":"10.1109\/TSG.2018.2871125","volume":"10","author":"S Kwon","year":"2019","unstructured":"Kwon S, Ntaimo L et al (2019) Demand response in data centers: integration of server provisioning and power procurement. IEEE Trans Smart Grid 10(5):4928\u20134938","journal-title":"IEEE Trans Smart Grid"},{"issue":"8","key":"3678_CR7","doi-asserted-by":"publisher","first-page":"2267","DOI":"10.1109\/TC.2014.2357810","volume":"64","author":"X Zhan","year":"2015","unstructured":"Zhan X, Reda S (2015) Power Budgeting Techniques for Data Centers. IEEE Trans Comput 64(8):2267\u20132278","journal-title":"IEEE Trans Comput"},{"issue":"4","key":"3678_CR8","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/MIC.2017.2911425","volume":"21","author":"B Aksanli","year":"2017","unstructured":"Aksanli B (2017) Data center peak power management with energy storage devices. IEEE Internet Comput 21(4):26\u201333","journal-title":"IEEE Internet Comput"},{"key":"3678_CR9","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.comnet.2017.11.003","volume":"130","author":"A Marotta","year":"2018","unstructured":"Marotta A, Avallone S et al (2018) A Joint Power Efficient Server and Network Consolidation approach for virtualized data centers. Comput Netw 130:65\u201380","journal-title":"Comput Netw"},{"key":"3678_CR10","doi-asserted-by":"publisher","first-page":"4195","DOI":"10.1109\/ACCESS.2018.2888976","volume":"7","author":"J Yang","year":"2019","unstructured":"Yang J, Xiao W et al (2019) AI-powered green cloud and data center. IEEE Access 7:4195\u20134203","journal-title":"IEEE Access"},{"issue":"2","key":"3678_CR11","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1109\/TGCN.2019.2893712","volume":"3","author":"X Hu","year":"2019","unstructured":"Hu X, Li P et al (2019) Joint workload scheduling and energy management for green data centers powered by fuel cells. IEEE Transac Green Commun Netw 3(2):397\u2013406","journal-title":"IEEE Transac Green Commun Netw"},{"issue":"2","key":"3678_CR12","doi-asserted-by":"publisher","first-page":"782","DOI":"10.1007\/s11227-016-1797-5","volume":"73","author":"F Teng","year":"2017","unstructured":"Teng F, Yu L et al (2017) Energy efficiency of VM consolidation in IaaS clouds. J Supercomput 73(2):782\u2013809","journal-title":"J Supercomput"},{"issue":"10","key":"3678_CR13","doi-asserted-by":"publisher","first-page":"4347","DOI":"10.1007\/s11227-017-2016-8","volume":"73","author":"SY Zahedifard","year":"2017","unstructured":"Zahedifard SY, Ahmadi MR et al (2017) A dynamic VM consolidation technique for QoS and energy consumption in cloud environment. J Supercomput 73(10):4347\u20134368","journal-title":"J Supercomput"},{"key":"3678_CR14","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.jpdc.2018.06.011","volume":"121","author":"H Zhou","year":"2018","unstructured":"Zhou H, Li Q et al (2018) DADTA: a novel adaptive strategy for energy and performance efficient virtual machine consolidation. J Parallel Distrib Comput 121:15\u201326","journal-title":"J Parallel Distrib Comput"},{"issue":"8","key":"3678_CR15","doi-asserted-by":"publisher","first-page":"1786","DOI":"10.1109\/TPDS.2019.2893648","volume":"30","author":"D Basu","year":"2019","unstructured":"Basu D, Wang X et al (2019) Learn-as-you-go with Megh: efficient live migration of virtual machines. IEEE Trans Parallel Distrib Syst 30(8):1786\u20131801","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"12","key":"3678_CR16","doi-asserted-by":"publisher","first-page":"4529","DOI":"10.1007\/s11227-015-1548-z","volume":"71","author":"LM Leslie","year":"2015","unstructured":"Leslie LM, Lee YC et al (2015) RAMP: reliability-aware elastic instance provisioning for profit maximization. J Supercomput 71(12):4529\u20134554","journal-title":"J Supercomput"},{"issue":"1","key":"3678_CR17","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1109\/TNET.2017.2782006","volume":"26","author":"C Fuerst","year":"2018","unstructured":"Fuerst C, Schmid S et al (2018) Kraken: online and elastic resource reservations for cloud datacenters. IEEE\/ACM Trans Netw 26(1):422\u2013435","journal-title":"IEEE\/ACM Trans Netw"},{"issue":"4","key":"3678_CR18","doi-asserted-by":"publisher","first-page":"1307","DOI":"10.1007\/s11227-016-1810-z","volume":"73","author":"K Lee","year":"2017","unstructured":"Lee K, Lee D et al (2017) Power-efficient and high-performance block I\/O framework for mobile virtualization systems. J Supercomput 73(4):1307\u20131321","journal-title":"J Supercomput"},{"key":"3678_CR19","doi-asserted-by":"crossref","unstructured":"Tesfatsion SK, Klein C, et al. (2018) virtualization techniques compared: performance, resource, and power usage overheads in clouds. Proceedings of the 2018 ACM\/SPEC International Conference on Performance Engineering. Berlin, Germany, ACM: 145\u2013156","DOI":"10.1145\/3184407.3184414"},{"key":"3678_CR20","doi-asserted-by":"publisher","first-page":"2331","DOI":"10.1007\/s10586-018-1840-9","volume":"22","author":"H Kim","year":"2019","unstructured":"Kim H (2019) Performance evaluation of revised virtual resources allocation scheme in network function virtualization (NFV) networks. Clust Comput 22:2331\u20132339","journal-title":"Clust Comput"},{"issue":"1","key":"3678_CR21","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1109\/TSC.2016.2611578","volume":"12","author":"P Garraghan","year":"2019","unstructured":"Garraghan P, Ouyang X et al (2019) Straggler root-cause and impact analysis for massive-scale virtualized cloud datacenters. IEEE Trans Serv Comput 12(1):91\u2013104","journal-title":"IEEE Trans Serv Comput"},{"key":"3678_CR22","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.jss.2015.12.002","volume":"114","author":"K Cheng","year":"2016","unstructured":"Cheng K, Bai Y et al (2016) HV2M: a novel approach to boost inter-VM network performance for Xen-based HVMs. J Syst Softw 114:54\u201368","journal-title":"J Syst Softw"},{"key":"3678_CR23","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.future.2018.01.015","volume":"83","author":"E Asyabi","year":"2018","unstructured":"Asyabi E, Sharifi M et al (2018) ppXen: a hypervisor CPU scheduler for mitigating performance variability in virtualized clouds. Future Gener Comput Syst 83:75\u201384","journal-title":"Future Gener Comput Syst"},{"key":"3678_CR24","doi-asserted-by":"publisher","first-page":"1765","DOI":"10.1007\/s10586-017-1511-2","volume":"22","author":"M Chae","year":"2019","unstructured":"Chae M, Lee H et al (2019) A performance comparison of linux containers and virtual machines using Docker and KVM. Clust Comput 22:1765\u20131775","journal-title":"Clust Comput"},{"key":"3678_CR25","doi-asserted-by":"publisher","first-page":"854","DOI":"10.1016\/j.compeleceng.2016.09.003","volume":"56","author":"F Fernandes","year":"2016","unstructured":"Fernandes F, Beserra D et al (2016) A virtual machine scheduler based on CPU and I\/O-bound features for energy-aware in high performance computing clouds. Comput Electr Eng 56:854\u2013870","journal-title":"Comput Electr Eng"},{"issue":"3","key":"3678_CR26","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1109\/TSC.2012.2","volume":"3","author":"X Pu","year":"2013","unstructured":"Pu X, Liu L et al (2013) Who is your neighbor: net I\/O performance interference in virtualized clouds. IEEE Trans Serv Comput 3(3):314\u2013329","journal-title":"IEEE Trans Serv Comput"},{"issue":"1","key":"3678_CR27","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1109\/TSC.2011.36","volume":"6","author":"Y Mei","year":"2016","unstructured":"Mei Y, Liu L et al (2016) Performance analysis of network I\/O workloads in virtualized data centers. IEEE Trans Serv Comput 6(1):48\u201363","journal-title":"IEEE Trans Serv Comput"},{"issue":"2","key":"3678_CR28","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1002\/cpe.3496","volume":"28","author":"S Wu","year":"2016","unstructured":"Wu S, Tao S et al (2016) iShare: balancing I\/O performance isolation and disk I\/O efficiency in virtualized environments. Concurr Comput 28(2):386\u2013399","journal-title":"Concurr Comput"},{"issue":"6","key":"3678_CR29","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.1109\/TPDS.2012.339","volume":"24","author":"H Guan","year":"2013","unstructured":"Guan H, Dong Y et al (2013) Performance enhancement for network I\/O virtualization with efficient interrupt coalescing and virtual receive-side scaling. IEEE Trans Parallel Distrib Syst 24(6):1118\u20131128","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"3678_CR30","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.comcom.2019.03.005","volume":"138","author":"D Qi","year":"2019","unstructured":"Qi D, Shen S et al (2019) Towards an efficient VNF placement in network function virtualization. Comput Commun 138:81\u201389","journal-title":"Comput Commun"},{"issue":"3","key":"3678_CR31","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1145\/1925019.1925031","volume":"38","author":"B Krishnan","year":"2010","unstructured":"Krishnan B, Amur H et al (2010) VM power metering: feasibility and challenges. ACM SIGMETRICS Perform Eval Rev 38(3):56\u201360","journal-title":"ACM SIGMETRICS Perform Eval Rev"},{"issue":"2","key":"3678_CR32","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1007\/s10586-015-0436-x","volume":"18","author":"F Al-Hazemi","year":"2015","unstructured":"Al-Hazemi F, Peng Y et al (2015) A MISO model for power consumption in virtualized servers. Clust Comput 18(2):847\u2013863","journal-title":"Clust Comput"},{"key":"3678_CR33","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.jnca.2016.11.026","volume":"80","author":"C-T Yang","year":"2017","unstructured":"Yang C-T, Liu J-C et al (2017) Virtual machine management system based on the power saving algorithm in cloud. J Netw Comput Appl 80:165\u2013180","journal-title":"J Netw Comput Appl"},{"key":"3678_CR34","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1016\/j.future.2018.10.048","volume":"93","author":"X Zhao","year":"2019","unstructured":"Zhao X, Xiong Z et al (2019) A smart coordinated temperature feedback controller for energy-efficient data centers. Future Gener Comput Syst 93:506\u2013514","journal-title":"Future Gener Comput Syst"},{"issue":"4","key":"3678_CR35","doi-asserted-by":"publisher","first-page":"552","DOI":"10.1109\/TC.2010.82","volume":"60","author":"J-W Jang","year":"2011","unstructured":"Jang J-W, Jeon M et al (2011) Energy reduction in consolidated servers through memory-aware virtual machine scheduling. IEEE Trans Comput 60(4):552\u2013564","journal-title":"IEEE Trans Comput"},{"issue":"1","key":"3678_CR36","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1016\/j.future.2012.05.019","volume":"32","author":"N Kim","year":"2014","unstructured":"Kim N, Cho J et al (2014) Energy-credit scheduler: an energy-aware virtual machine scheduler for cloud systems. Future Gener Comput Syst 32(1):128\u2013137","journal-title":"Future Gener Comput Syst"},{"key":"3678_CR37","unstructured":"SPEC_CPU2006. http:\/\/www.spec.org\/cpu2006\/. Accessed 2020"},{"key":"3678_CR38","unstructured":"IOZone Suite. http:\/\/www.iozone.org\/. Accessed 2020"},{"key":"3678_CR39","unstructured":"TPC-W. http:\/\/www.tpc.org\/tpcw\/default.asp\/. Accessed 2020"},{"key":"3678_CR40","doi-asserted-by":"publisher","first-page":"382","DOI":"10.1016\/j.jss.2018.07.001","volume":"144","author":"M Colmant","year":"2018","unstructured":"Colmant M, Rouvoy R et al (2018) The next 700 CPU power models. J Syst Softw 144:382\u2013396","journal-title":"J Syst Softw"},{"key":"3678_CR41","doi-asserted-by":"publisher","first-page":"175003","DOI":"10.1109\/ACCESS.2019.2956881","volume":"7","author":"L Ismail","year":"2019","unstructured":"Ismail L, Abed EH (2019) Linear power modeling for cloud data centers: taxonomy, locally corrected linear regression, simulation framework and evaluation. IEEE Access 7:175003\u2013175019","journal-title":"IEEE Access"},{"key":"3678_CR42","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.future.2019.10.021","volume":"104","author":"S Malla","year":"2020","unstructured":"Malla S, Christensen K (2020) The effect of server energy proportionality on data center power oversubscription. Future Gener Comput Syst 104:119\u2013130","journal-title":"Future Gener Comput Syst"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-021-03678-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11227-021-03678-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-021-03678-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,8]],"date-time":"2021-09-08T09:14:45Z","timestamp":1631092485000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11227-021-03678-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,19]]},"references-count":42,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2021,10]]}},"alternative-id":["3678"],"URL":"https:\/\/doi.org\/10.1007\/s11227-021-03678-8","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,19]]},"assertion":[{"value":"9 February 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 March 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}