{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T22:17:55Z","timestamp":1776464275761,"version":"3.51.2"},"reference-count":120,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Khalifa University Center of Secure Cyberphysical System"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/tnsm.2024.3388633","type":"journal-article","created":{"date-parts":[[2024,4,15]],"date-time":"2024-04-15T17:32:03Z","timestamp":1713202323000},"page":"3775-3796","source":"Crossref","is-referenced-by-count":27,"title":["Containerized Microservices: A Survey of Resource Management Frameworks"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0823-949X","authenticated-orcid":false,"given":"Lamees M.","family":"Al Qassem","sequence":"first","affiliation":[{"name":"Center for Secure Cyber Physical Systems and the College of Computing and Mathematical Sciences, Khalifa University, Abu Dhabi, UAE"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3696-4958","authenticated-orcid":false,"given":"Thanos","family":"Stouraitis","sequence":"additional","affiliation":[{"name":"Center for Secure Cyber Physical Systems and the College of Computing and Mathematical Sciences, Khalifa University, Abu Dhabi, UAE"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9557-6496","authenticated-orcid":false,"given":"Ernesto","family":"Damiani","sequence":"additional","affiliation":[{"name":"Center for Secure Cyber Physical Systems and the College of Computing and Mathematical Sciences, Khalifa University, Abu Dhabi, UAE"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3220-9987","authenticated-orcid":false,"given":"Ibrahim M.","family":"Elfadel","sequence":"additional","affiliation":[{"name":"Center for Secure Cyber Physical Systems and the College of Computing and Mathematical Sciences, Khalifa University, Abu Dhabi, UAE"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-017-9419-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2016.47"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2391229.2391236"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/DASC.2011.87"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3326285.3329074"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3127479.3132020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/UCC48980.2020.00031"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2016.64"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2016.112"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2018.2883839"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2017.08.007"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2020.110798"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/APSEC51365.2020.00020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TLA.2018.8789551"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2018.09.082"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00450-019-00407-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-29193-8_7"},{"key":"ref18","first-page":"115","article-title":"Microservices and containers: Architectural patterns for cloud and edge","volume-title":"Proc. Softw. Eng.","author":"Pahl"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5220\/0005785501370146"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.4250931"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92378-9_14"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2021.03.002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2017.2702586"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SCCC49216.2019.8966423"},{"key":"ref25","volume-title":"Use containers to build, share and run your applications","year":"2023"},{"key":"ref26","volume-title":"What Are Containers?","year":"2023"},{"key":"ref27","first-page":"1","article-title":"Analysis on service level agreement of Web services","volume":"19","author":"Jin","year":"2002","journal-title":"HP June"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3837\/tiis.2015.03.001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2013.66"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7148\/2017-0598"},{"key":"ref31","article-title":"Hyscale: Hybrid scaling of dockerized microservices architectures","author":"Wong","year":"2019"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5220\/0010407701900198"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00197"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2015.99"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-41321-1_14"},{"key":"ref36","first-page":"295","article-title":"Mesos: A platform for fine-grained resource sharing in the data center","volume-title":"Proc. 8th USENIX Conf. Netw. Syst. Des. Implement.","author":"Hindman"},{"key":"ref37","first-page":"24","article-title":"Dominant resource fairness: Fair allocation of multiple resource types","volume-title":"Proc. 8th USENIX Conf. Netw. Syst. Des. Implement.","author":"Ghodsi"},{"key":"ref38","volume-title":"Kubernetes","year":"2020"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-2598-1_9"},{"key":"ref40","volume-title":"Swarm mode overview","year":"2021"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC46108.2020.9045634"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1049\/iet-net.2019.0157"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-48616-0_20"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3053600.3053602"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/KST.2017.7886112"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3567955.3567964"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2749469.2749475"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3297858.3304005"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00025"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3472883.3486999"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2018.00113"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-018-2345-2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92792-3_4"},{"key":"ref55","volume-title":"swarmkit","year":"2021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3297858.3304013"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3302424.3303958"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3342195.3387534"},{"key":"ref59","first-page":"805","article-title":"FIRM: An intelligent fine-grained resource management framework for SLO-oriented microservices","volume-title":"Proc. 14th USENIX Symp. Oper. Syst. Design Implement. (OSDI)","author":"Qiu"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.41"},{"key":"ref61","first-page":"1","article-title":"Sinan: Data-driven resource management for interactive microservices","author":"Zhang","year":"2020","journal-title":"ML Comput. Archit. Syst."},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ISADS.2017.20"},{"key":"ref63","volume-title":"AWS Auto Scaling","year":"2021"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3061890"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ISORC49007.2020.00021"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2020.2995937"},{"key":"ref67","volume-title":"Predictive horizontal pod autoscaler","author":"Thompson","year":"2021"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3234021"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3210211"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-48421-6_14"},{"key":"ref71","volume-title":"Predictkube","year":"2020"},{"key":"ref72","first-page":"427","article-title":"Pocket: Elastic ephemeral storage for serverless analytics","volume-title":"Proc. 13th USENIX Symp. Oper. Syst. Design Implement. (OSDI)","author":"Klimovic"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2422"},{"key":"ref74","volume-title":"Alibaba Cluster Trace Program","year":"2019"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-6629-0"},{"key":"ref76","volume-title":"Container Solutions: Socks Shop\u2014A Microservices Demo Application","year":"2016"},{"key":"ref77","volume-title":"Sample microservices pplication running on Kubernetes","year":"2018"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1145\/3524114"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1145\/3342195.3387524"},{"key":"ref80","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zenke"},{"key":"ref81","article-title":"Progressive neural networks","author":"Rusu","year":"2016","journal-title":"arXiv:1606.04671"},{"key":"ref82","first-page":"507","article-title":"ELLA: An efficient lifelong learning algorithm","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ruvolo"},{"key":"ref83","first-page":"1","article-title":"Lifelong learning with dynamically expandable networks","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Yoon"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS48785.2022.9937433"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2017.19"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1145\/3510415"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2901467"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1002\/spe.3271"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ICACI.2018.8377525"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21878-1_72"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-016-9366-y"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352141"},{"key":"ref93","article-title":"Building QoS-aware cloud services","author":"Rahman","year":"2019"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/CINTI.2016.7846388"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1145\/3472883.3487003"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/MASCOTS.2018.00030"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1145\/3326285.3329074"},{"key":"ref98","article-title":"A workload analysis of NSF\u2019s innovative HPC resources using XDMoD","author":"Simakov","year":"2018","journal-title":"arXiv:1801.04306"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2876844"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1145\/2767005"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3029088"},{"key":"ref102","volume-title":"Raising data center power density","author":"Clark","year":"2013"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/OnlineGreenCom.2014.7114422"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2020.3014943"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/CISIS.2016.107"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2020.102127"},{"key":"ref107","volume-title":"Amazon Elastic Container Service","year":"2021"},{"key":"ref108","volume-title":"An Overview of IBM Bluemix","year":"2021"},{"key":"ref109","volume-title":"Containers on Compute Engine","year":"2021"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1145\/379126.379129"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2016.7581261"},{"key":"ref112","first-page":"37","article-title":"Parsec 2.0: A new benchmark suite for chip-multiprocessors","volume-title":"Proc. 5th Annu. Workshop Model., Benchmark. Simul.","volume":"2011","author":"Bienia"},{"key":"ref113","volume-title":"The grid workloads datasets","year":"2021"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/PADSW.2018.8644579"},{"key":"ref115","volume-title":"ACM air sample and benchmark","year":"2015"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1007\/11603771_7"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-013-9257-4"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/IIAI-AAI.2016.180"},{"key":"ref119","volume-title":"Kubernetes: Up and Running","author":"Burns","year":"2022"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2019.00023"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/10643497\/10499978.pdf?arnumber=10499978","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T04:02:29Z","timestamp":1725249749000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10499978\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":120,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2024.3388633","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}