{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:45:36Z","timestamp":1783439136819,"version":"3.54.6"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2018YFC0831200"],"award-info":[{"award-number":["2018YFC0831200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61202040"],"award-info":[{"award-number":["61202040"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1828123"],"award-info":[{"award-number":["CNS-1828123"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["JB171005"],"award-info":[{"award-number":["JB171005"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2019,9,1]]},"DOI":"10.1109\/tpds.2019.2901467","type":"journal-article","created":{"date-parts":[[2019,2,25]],"date-time":"2019-02-25T19:36:56Z","timestamp":1551123416000},"page":"2114-2129","source":"Crossref","is-referenced-by-count":127,"title":["Performance Modeling and Workflow Scheduling of Microservice-Based Applications in Clouds"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1710-4335","authenticated-orcid":false,"given":"Liang","family":"Bao","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi'an, ShaanXi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8218-1209","authenticated-orcid":false,"given":"Chase","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, New Jersey Institute of Technology, Newark, NJ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoxuan","family":"Bu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi'an, ShaanXi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nana","family":"Ren","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi'an, ShaanXi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mengqing","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xidian University, Xi'an, ShaanXi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3053600.3053653"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2851553.2892039"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MIPRO.2016.7522321"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2016.26"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SOSE.2016.22"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/EDOCW.2015.32"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2016.37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2851553.2858659"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/NCA.2015.49"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.7287\/peerj.preprints.2519v2","article-title":"A microservice-based portal for X-ray transient and variable sources","author":"d'agostino","year":"2017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1979.10481038"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2017.2678507"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/11603771_7"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2518187"},{"key":"ref28","article-title":"Microservices","author":"lewis","year":"2014"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.08.015"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2014.2358220"},{"key":"ref29","article-title":"Developing microservice-based distributed workflow engine","author":"kurhinen","year":"2014"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2016.7581269"},{"key":"ref1","article-title":"Microservices","author":"fowler","year":"2014","journal-title":"Thought"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2063384.2063449"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2008.167"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/GRID.2010.5697966"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-013-9257-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/AINA.2012.12"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-014-9294-7"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/71.993206"},{"key":"ref50","article-title":"Pattern: API gateway","author":"richardson","year":"2017","journal-title":"API Gateway"},{"key":"ref51","article-title":"A pattern language for microservices","author":"richardson","year":"2014","journal-title":"A pattern language for microservices"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS.2008.40"},{"key":"ref58","article-title":"Computers and intractability","volume":"29","author":"gary","year":"1979","journal-title":"A Guide to the Theory of NP-Completeness"},{"key":"ref57","author":"martello","year":"1990","journal-title":"Knapsack Problems Algorithms and Computer Implementations"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s00186-006-0127-8"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/1989323.1989359"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1117\/1.601638"},{"key":"ref53","first-page":"159","article-title":"On transport daemons for small collaborative applications over wide-area networks","author":"wu","year":"2005","journal-title":"Proc 24th IEEE Int Perform Comput Commun Conf"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2018.2141039"},{"key":"ref10","article-title":"Apache mesos","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SERVICES.2011.37"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3183440.3194991"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2003.05.005"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1165389.945454"},{"key":"ref14","article-title":"Using performance prediction to allocate grid resources","author":"jang","year":"2004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2008.4536214"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1375527.1375580"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1287624.1287681"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1811099.1811041"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.scient.2011.11.047"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5220\/0005785501370146"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2016.112"},{"key":"ref6","article-title":"Nagios it infrastructure monitoring","year":"2017"},{"key":"ref5","year":"2017"},{"key":"ref8","article-title":"Compute resource usage analysis and monitoring of container clusters","year":"2017"},{"key":"ref7","article-title":"Ganglia monitoring system","year":"2017"},{"key":"ref49","article-title":"Microservice design patterns","author":"gupta","year":"2017","journal-title":"Microservice Design Patterns"},{"key":"ref9","article-title":"Compute resource usage analysis and monitoring of container clusters","year":"2017"},{"key":"ref46","article-title":"Polyglot programming","author":"ford","year":"2006"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.7148\/2017-0598"},{"key":"ref48","article-title":"Advanced message queuing protocol","year":"2017","journal-title":"Advanced Message Queuing Protocol"},{"key":"ref47","article-title":"Pattern: Microservice architecture","author":"richardson","year":"2017","journal-title":"Microservices Architecture"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3184407.3184430"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2018.00039"},{"key":"ref44","article-title":"Monitoring and analysis of microservices performance","volume":"10","author":"saman","year":"2017","journal-title":"J Comput Sci Control Syst"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92901-9_8"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/8790955\/08651324.pdf?arnumber=8651324","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:53:50Z","timestamp":1657745630000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8651324\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,1]]},"references-count":64,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2019.2901467","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9,1]]}}}