{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T10:17:27Z","timestamp":1777371447173,"version":"3.51.4"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2019,1,18]],"date-time":"2019-01-18T00:00:00Z","timestamp":1547769600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872129"],"award-info":[{"award-number":["61872129"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2020,5]]},"DOI":"10.1007\/s00521-019-04022-1","type":"journal-article","created":{"date-parts":[[2019,1,18]],"date-time":"2019-01-18T21:20:29Z","timestamp":1547846429000},"page":"5535-5551","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Workload-driven coordination between virtual machine allocation and task scheduling"],"prefix":"10.1007","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1144-7599","authenticated-orcid":false,"given":"Zheng","family":"Xiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bangyong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xing","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiayi","family":"Du","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,1,18]]},"reference":[{"key":"4022_CR1","doi-asserted-by":"crossref","unstructured":"Buyya R, Yeo CS, Venugopal S (2008) Market-oriented cloud computing: vision, hype, and reality for delivering it services as computing utilities. In: International Conferences on High Performance Computing and Communications, vol 11, no 4. IEEE, pp 5\u201313","DOI":"10.1109\/HPCC.2008.172"},{"key":"4022_CR2","unstructured":"Crovella ME, Bestavros A (1996) Self-similarity in world wide web traffic: evidence and possible causes. In: ACM SIGMETRICS international conference on measurement and modeling of computer systems, pp 160\u2013169"},{"key":"4022_CR3","unstructured":"Dave YP, Shelat AS, Patel DS, Jhaveri RH (2015) Various job scheduling algorithms in cloud computing: a survey. In: International conference on information communication and embedded systems, pp 1\u20135"},{"key":"4022_CR4","doi-asserted-by":"crossref","unstructured":"Di S, Kondo D, Cirne W (2012) Characterization and comparison of cloud versus grid workloads. In: IEEE international conference on CLUSTER computing, pp 230\u2013238","DOI":"10.1109\/CLUSTER.2012.35"},{"issue":"5","key":"4022_CR5","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1109\/MIC.2009.103","volume":"13","author":"MD Dikaiakos","year":"2009","unstructured":"Dikaiakos MD, Katsaros D, Mehra P, Pallis G, Vakali A (2009) Cloud computing: distributed internet computing for it and scientific research. IEEE Internet Comput 13(5):10\u201313","journal-title":"IEEE Internet Comput"},{"key":"4022_CR6","doi-asserted-by":"crossref","unstructured":"Duy TVT, Sato Y, Inoguchi Y (2010) Performance evaluation of a green scheduling algorithm for energy savings in cloud computing. In: IEEE international symposium on parallel & distributed processing workshops & Phd forum, pp 1\u20138","DOI":"10.1109\/IPDPSW.2010.5470908"},{"issue":"2","key":"4022_CR7","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1109\/90.491008","volume":"4","author":"A Erramilli","year":"1996","unstructured":"Erramilli A, Narayan O, Willinger W (1996) Experimental queueing analysis with long-range dependent packet traffic. IEEE\/ACM Trans Netw 4(2):209\u2013223","journal-title":"IEEE\/ACM Trans Netw"},{"key":"4022_CR8","doi-asserted-by":"crossref","unstructured":"Fakhfakh F, Kacem HH, Kacem AH (2014) Workflow scheduling in cloud computing: a survey. In: Enterprise distributed object computing conference workshops and demonstrations, pp 372\u2013378","DOI":"10.1109\/EDOCW.2014.61"},{"issue":"2","key":"4022_CR9","first-page":"18","volume":"113","author":"M Fallah","year":"2015","unstructured":"Fallah M, Ghobaei Arani M, Maeen M (2015) Nasla: novel auto scaling approach based on learning automata for web application in cloud computing environment. Int J Comput Appl 113(2):18\u201323","journal-title":"Int J Comput Appl"},{"key":"4022_CR10","doi-asserted-by":"crossref","unstructured":"Ganapathi A, Chen Y, Fox A, Katz R, Patterson D (2010) Statistics-driven workload modeling for the cloud. In: IEEE international conference on data engineering workshops, pp 87\u201392","DOI":"10.1109\/ICDEW.2010.5452742"},{"issue":"8","key":"4022_CR11","doi-asserted-by":"publisher","first-page":"1218","DOI":"10.1016\/j.ins.2009.12.007","volume":"180","author":"M Gong","year":"2010","unstructured":"Gong M, Jiao L, Zhang L (2010) Baldwinian learning in clonal selection algorithm for optimization. Inf Sci 180(8):1218\u20131236","journal-title":"Inf Sci"},{"key":"4022_CR12","volume-title":"Distributed computing and artificial intelligence. Advances in intelligent and soft computing","author":"T Hirofuchi","year":"2010","unstructured":"Hirofuchi T, Nakada H, Ogawa H, Itoh S, Sekiguchi S (2010) Eliminating datacenter idle power with dynamic and intelligent VM relocation. In: de Leon F. de Carvalho AP, Rodr\u00edguez-Gonz\u00e1lez S, De Paz Santana JF, Rodr\u00edguez JMC (eds) Distributed computing and artificial intelligence. Advances in intelligent and soft computing, vol 79. Springer, Berlin, Heidelberg","edition":"79"},{"key":"4022_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-5857-5_58","volume-title":"Improved CloudSim for simulating QoS-based cloud services","author":"JK Jung","year":"2013","unstructured":"Jung JK, Kim NU, Jung SM, Chung TM (2013) Improved CloudSim for simulating QoS-based cloud services. Springer, Dordrecht"},{"key":"4022_CR14","doi-asserted-by":"crossref","unstructured":"Khan A, Yan X, Tao S, Anerousis N (2012)Workload characterization and prediction in the cloud: a multiple time series approach. In: Network operations and management symposium, pp 1287\u20131294","DOI":"10.1109\/NOMS.2012.6212065"},{"issue":"3","key":"4022_CR15","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1109\/MWC.2013.6549281","volume":"20","author":"L Lei","year":"2013","unstructured":"Lei L, Zhong Z, Zheng K, Chen J (2013) Challenges on wireless heterogeneous networks for mobile cloud computing. IEEE Wirel Commun 20(3):34\u201344","journal-title":"IEEE Wirel Commun"},{"key":"4022_CR16","doi-asserted-by":"crossref","unstructured":"Mathew T, Sekaran KC, Jose J (2014) Study and analysis of various task scheduling algorithms in the cloud computing environment. In: International conference on advances in computing, communications and informatics, pp 658\u2013664","DOI":"10.1109\/ICACCI.2014.6968517"},{"key":"4022_CR17","doi-asserted-by":"crossref","unstructured":"Matthews J, Garfinkel T, Hoff C, Wheeler J (2009) Virtual machine contracts for datacenter and cloud computing environments, pp 25\u201330","DOI":"10.1145\/1555271.1555278"},{"issue":"1","key":"4022_CR18","first-page":"1","volume":"2","author":"M Mazzucco","year":"2012","unstructured":"Mazzucco M, Dyachuk D (2012) Optimizing cloud providers revenues via energy efficient server allocation. Sustain Comput Inform Syst 2(1):1\u201312","journal-title":"Sustain Comput Inform Syst"},{"issue":"9\u201312","key":"4022_CR19","doi-asserted-by":"publisher","first-page":"1082","DOI":"10.1016\/j.peva.2007.06.016","volume":"64","author":"N Mi","year":"2007","unstructured":"Mi N, Zhang Q, Riska A, Smirni E, Riedel E (2007) Performance impacts of auto-correlated flows in multi-tiered systems. Perform Eval 64(9\u201312):1082\u20131101","journal-title":"Perform Eval"},{"issue":"4","key":"4022_CR20","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1145\/1773394.1773400","volume":"37","author":"AK Mishra","year":"2010","unstructured":"Mishra AK, Hellerstein JL, Cirne W, Das CR (2010) Towards characterizing cloud backend workloads: insights from Google compute clusters. ACM Sigmetric Perform Eval Rev 37(4):34\u201341","journal-title":"ACM Sigmetric Perform Eval Rev"},{"key":"4022_CR21","doi-asserted-by":"crossref","unstructured":"Nakada H, Hirofuchi T, Ogawa H, Itoh S (2009) Toward virtual machine packing optimization based on genetic algorithm. In: International work-conference on artificial neural networks, pp 651\u2013654","DOI":"10.1007\/978-3-642-02481-8_96"},{"key":"4022_CR22","doi-asserted-by":"crossref","unstructured":"Patil S, Kulkarni RA, Patil SH, Balaji N (2015) Performance improvement in cloud computing through dynamic task scheduling algorithm. In: International conference on next generation computing technologies, pp 96\u2013100","DOI":"10.1109\/NGCT.2015.7375090"},{"key":"4022_CR23","doi-asserted-by":"crossref","unstructured":"Prevost JJ, Nagothu KM, Kelley B, Mo J (2011) Prediction of cloud data center networks loads using stochastic and neural models. In: International conference on system of systems engineering, pp 276\u2013281","DOI":"10.1109\/SYSOSE.2011.5966610"},{"key":"4022_CR24","unstructured":"Pumma S, Achalakul T, Li X (2013) Automatic vm allocation for scientific application. In: IEEE international conference on parallel and distributed systems, pp 828\u2013833"},{"key":"4022_CR25","unstructured":"Reiss C, Tumanov A, Ganger GR, Katz RH (2012) Towards understanding heterogeneous clouds at scale: Google trace analysis"},{"issue":"2","key":"4022_CR26","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1093\/comjnl\/bxt018","volume":"57","author":"A Sallam","year":"2014","unstructured":"Sallam A, Li K (2014) A multi-objective virtual machine migration policy in cloud systems. Comput J 57(2):195\u2013204","journal-title":"Comput J"},{"key":"4022_CR27","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/978-1-84800-070-4","volume-title":"The algorithm design manual","author":"S Skiena","year":"2008","unstructured":"Skiena S (2008) The algorithm design manual, 2nd edn. Springer, Berlin, pp 351\u2013358","edition":"2"},{"key":"4022_CR28","doi-asserted-by":"crossref","unstructured":"Tai J, Zhang J, Li J, Meleis W, Mi N (2011) Ara: adaptive resource allocation for cloud computing environments under bursty workloads. In: PERFORMANCE computing and communications conference, pp 1\u20138","DOI":"10.1109\/PCCC.2011.6108060"},{"issue":"3","key":"4022_CR29","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1007\/s11227-014-1227-5","volume":"70","author":"Z Tang","year":"2014","unstructured":"Tang Z, Mo Y, Li K, Li K (2014) Dynamic forecast scheduling algorithm for virtual machine placement in cloud computing environment. J Supercomput 70(3):1279\u20131296","journal-title":"J Supercomput"},{"issue":"1","key":"4022_CR30","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/s10723-015-9334-y","volume":"14","author":"Z Tang","year":"2016","unstructured":"Tang Z, Qi L, Cheng Z, Li K, Khan SU, Li K (2016) An energy-efficient task scheduling algorithm in dvfs-enabled cloud environment. J Grid Comput 14(1):55\u201374","journal-title":"J Grid Comput"},{"key":"4022_CR31","doi-asserted-by":"crossref","unstructured":"Wang L, Von Laszewski G, Kunze M, Tao J (2010) Schedule distributed virtual machines in a service oriented environment. In: IEEE international conference on advanced information networking and applications, pp 230\u2013236","DOI":"10.1109\/AINA.2010.47"},{"issue":"6","key":"4022_CR32","doi-asserted-by":"publisher","first-page":"1107","DOI":"10.1109\/TPDS.2012.283","volume":"24","author":"Z Xiao","year":"2013","unstructured":"Xiao Z, Song W, Chen Q (2013) Dynamic resource allocation using virtual machines for cloud computing environment. IEEE Trans Parallel Distrib Syst 24(6):1107\u20131117","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"2","key":"4022_CR33","first-page":"312","volume":"31","author":"Z Yufen","year":"2012","unstructured":"Yufen Z, Yalin Z (2012) Research on markov property and its test method. Value Engineering 31(2):312\u2013313 (in chinese)","journal-title":"Value Engineering"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-019-04022-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-019-04022-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-019-04022-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,30]],"date-time":"2020-04-30T20:03:53Z","timestamp":1588277033000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-019-04022-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,18]]},"references-count":33,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2020,5]]}},"alternative-id":["4022"],"URL":"https:\/\/doi.org\/10.1007\/s00521-019-04022-1","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1,18]]},"assertion":[{"value":"24 September 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 January 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 January 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}