{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T05:17:32Z","timestamp":1768281452234,"version":"3.49.0"},"reference-count":22,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2025.3649730","type":"journal-article","created":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T18:38:53Z","timestamp":1767119933000},"page":"3525-3544","source":"Crossref","is-referenced-by-count":0,"title":["HARMONY: A Holistic Auto-Scaling Resilient Model for Multi-Objective Adaptation in Microservices Using HPPNs\u2014A Case Study on E-Business Platforms"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2250-3947","authenticated-orcid":false,"given":"Souheir","family":"Merkouche","sequence":"first","affiliation":[{"name":"LIRE Laboratory, University of Constantine 2-Abdelhamid Mehri, Constantine, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1746-834X","authenticated-orcid":false,"given":"Chafia","family":"Bouanaka","sequence":"additional","affiliation":[{"name":"LIRE Laboratory, University of Constantine 2-Abdelhamid Mehri, Constantine, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6168-2664","authenticated-orcid":false,"given":"Elhadj","family":"Benkhelifa","sequence":"additional","affiliation":[{"name":"Smart Systems, AI and Cybersecurity Research Center, University of Staffordshire, Stoke-on-Trent, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0908-2711","authenticated-orcid":false,"given":"Chirine Ghedira","family":"Guegan","sequence":"additional","affiliation":[{"name":"iaelyon School of Management, INSA Lyon, LIRIS, UMR5205, University of Lyon 3, Lyon, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME58944.2024.00080"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3643915.3644094"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA59870.2024.00013"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tsc.2024.3376202"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ASE56229.2023.00038"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-12597-3_15"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/spe.3135"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app14020646"},{"key":"ref9","first-page":"8","article-title":"Analysis of aws auto scaling strategy in cloud computing","volume":"10","author":"Sanjay","year":"2021","journal-title":"Int. J. Innov. Res. Sci. Eng. Technol."},{"key":"ref10","first-page":"432","article-title":"Borg autoscaling at scale: Lessons from managing millions of jobs","volume-title":"Proc. 13th ACM Symp. Cloud Comput. (SoCC)","author":"Mishra"},{"key":"ref11","first-page":"177","article-title":"Hydra: A federated resource manager for data-center scale analytics","volume-title":"Proc. NSDI","author":"Curino"},{"issue":"2","key":"ref12","first-page":"1","article-title":"A pattern for decentralized autoscaling","volume":"17","author":"Ernstsson","year":"2022","journal-title":"ACMTrans. Auto. Adapt. Syst."},{"issue":"4","key":"ref13","doi-asserted-by":"crossref","first-page":"3215","DOI":"10.1109\/JIOT.2022.3143529","article-title":"Decentralized autoscaling in edge computing: A SLA violation analysis","volume":"10","author":"Chen","year":"2023","journal-title":"IEEE Internet Things J."},{"key":"ref14","first-page":"1","article-title":"FIRM: Adaptive resource management for cloud microservices","volume-title":"Proc. IEEE 42nd Int. Conf. Distrib. Comput. Syst. (ICDCS)","author":"Zhang"},{"key":"ref15","first-page":"312","article-title":"Hierarchical control plane for large-scale kubernetes clusters","volume-title":"Proc. ACM Symp. Cloud Comput. (SoCC)","author":"Lee"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/acsos49614.2020.00023"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0228086"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS56106.2022.9919994"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13020285"},{"key":"ref20","article-title":"STaleX: A spatiotemporal-aware adaptive auto-scaling framework for microservices","author":"Dashtbani","year":"2025","journal-title":"arXiv:2501.18734"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3578527.3578541"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-79527-6_14"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11318583.pdf?arnumber=11318583","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:02:45Z","timestamp":1768255365000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11318583\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3649730","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}