{"id":"https://openalex.org/W3193452934","doi":"https://doi.org/10.1145/3468264.3473917","title":"Effective low capacity status prediction for cloud systems","display_name":"Effective low capacity status prediction for cloud systems","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3193452934","doi":"https://doi.org/10.1145/3468264.3473917","mag":"3193452934"},"language":"en","primary_location":{"id":"doi:10.1145/3468264.3473917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468264.3473917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032867433","display_name":"Hang Dong","orcid":"https://orcid.org/0000-0001-6439-8183"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hang Dong","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027659574","display_name":"Si Qin","orcid":"https://orcid.org/0000-0002-8698-1860"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Qin","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359961","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-0530-2123"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049886136","display_name":"Bo Qiao","orcid":"https://orcid.org/0000-0002-8997-8317"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Qiao","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102677601","display_name":"Shandan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shandan Zhou","raw_affiliation_strings":["Microsoft Azure, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Azure, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018266083","display_name":"Xian Yang","orcid":"https://orcid.org/0000-0002-1496-8923"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xian Yang","raw_affiliation_strings":["Hong Kong Baptist University, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University, China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006894386","display_name":"Chuan Luo","orcid":"https://orcid.org/0000-0001-5028-1064"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Luo","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024073253","display_name":"Pu Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pu Zhao","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088646345","display_name":"Qingwei Lin","orcid":"https://orcid.org/0000-0003-2559-2383"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingwei Lin","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412598","display_name":"Hongyu Zhang","orcid":"https://orcid.org/0000-0002-3063-9425"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hongyu Zhang","raw_affiliation_strings":["University of Newcastle, Australia"],"affiliations":[{"raw_affiliation_string":"University of Newcastle, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064613859","display_name":"Abulikemu Abuduweili","orcid":"https://orcid.org/0000-0002-3186-1976"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abulikemu Abuduweili","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060483356","display_name":"Sanjay Ramanujan","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Ramanujan","raw_affiliation_strings":["Microsoft Azure, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Azure, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037081018","display_name":"Karthikeyan Subramanian","orcid":"https://orcid.org/0000-0002-2689-9929"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthikeyan Subramanian","raw_affiliation_strings":["Microsoft Azure, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Azure, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033016322","display_name":"Andrew Zhou","orcid":"https://orcid.org/0000-0002-6157-8936"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Andrew Zhou","raw_affiliation_strings":["Microsoft 365, China"],"affiliations":[{"raw_affiliation_string":"Microsoft 365, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038088893","display_name":"Saravanakumar Rajmohan","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saravanakumar Rajmohan","raw_affiliation_strings":["Microsoft 365, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft 365, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331488","display_name":"Dongmei Zhang","orcid":"https://orcid.org/0000-0002-9230-2799"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Zhang","raw_affiliation_strings":["Microsoft Research, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041937385","display_name":"Thomas Moscibroda","orcid":"https://orcid.org/0000-0002-8729-7841"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Moscibroda","raw_affiliation_strings":["Microsoft Azure, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Azure, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5032867433"],"corresponding_institution_ids":["https://openalex.org/I4210113369"],"apc_list":null,"apc_paid":null,"fwci":0.2844,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62717291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1236","last_page":"1241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8983557224273682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8002421855926514},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5912293791770935},{"id":"https://openalex.org/keywords/cloud-service-provider","display_name":"Cloud service provider","score":0.5448229312896729},{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.4899436831474304},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.47859928011894226},{"id":"https://openalex.org/keywords/fragmentation","display_name":"Fragmentation (computing)","score":0.4763067960739136},{"id":"https://openalex.org/keywords/service-level","display_name":"Service level","score":0.4630812108516693},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4176342189311981},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.18568357825279236},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1449030339717865}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8983557224273682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8002421855926514},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5912293791770935},{"id":"https://openalex.org/C2983819522","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud service provider","level":4,"score":0.5448229312896729},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.4899436831474304},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.47859928011894226},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.4763067960739136},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.4630812108516693},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4176342189311981},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.18568357825279236},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1449030339717865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3468264.3473917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468264.3473917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/472c839b-4d2f-43d1-9b35-da751283eb4a","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/472c839b-4d2f-43d1-9b35-da751283eb4a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dong, H, Qin, S, Xu, Y, Qiao, B, Zhou, S, Yang, X, Luo, C, Zhao, P, Lin, Q & Zhang, H 2021, Effective low capacity status prediction for cloud systems. in Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. pp. 1236-1241.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/472c839b-4d2f-43d1-9b35-da751283eb4a","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/effective-low-capacity-status-prediction-for-cloud-systems(472c839b-4d2f-43d1-9b35-da751283eb4a).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dong, H, Qin, S, Xu, Y, Qiao, B, Zhou, S, Yang, X, Luo, C, Zhao, P, Lin, Q & Zhang, H 2021, Effective low capacity status prediction for cloud systems. in Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. pp. 1236-1241.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:uon:40310","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1437317","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W10247396","https://openalex.org/W1585450070","https://openalex.org/W1967910577","https://openalex.org/W1975017357","https://openalex.org/W1984255960","https://openalex.org/W2002239455","https://openalex.org/W2008016200","https://openalex.org/W2010970621","https://openalex.org/W2034603054","https://openalex.org/W2048402506","https://openalex.org/W2064675550","https://openalex.org/W2077661716","https://openalex.org/W2081503608","https://openalex.org/W2081822519","https://openalex.org/W2096006784","https://openalex.org/W2100964354","https://openalex.org/W2104897759","https://openalex.org/W2115743854","https://openalex.org/W2126568761","https://openalex.org/W2131783215","https://openalex.org/W2143650210","https://openalex.org/W2157382969","https://openalex.org/W2161635724","https://openalex.org/W2169466806","https://openalex.org/W2187089797","https://openalex.org/W2462863912","https://openalex.org/W2560531208","https://openalex.org/W2569973925","https://openalex.org/W2747599906","https://openalex.org/W2767824461","https://openalex.org/W2790349620","https://openalex.org/W2803075950","https://openalex.org/W2884697754","https://openalex.org/W2889512547","https://openalex.org/W2968631515"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W86175780","https://openalex.org/W1589966275","https://openalex.org/W2181493188","https://openalex.org/W2164591489","https://openalex.org/W2153007255","https://openalex.org/W1592324786","https://openalex.org/W2987590351"],"abstract_inverted_index":{"In":[0,39],"cloud":[1,11,93,102,118],"systems,":[2],"an":[3],"accurate":[4,85],"capacity":[5,62],"planning":[6],"is":[7,25,107],"very":[8],"important":[9],"for":[10],"provider":[12],"to":[13,31],"improve":[14,97],"service":[15,99],"availability.":[16],"Traditional":[17],"methods":[18],"simply":[19],"predicting":[20],"\"when":[21],"the":[22,51,58,67,80,98,121],"available":[23],"resources":[24],"exhausted\"":[26],"are":[27],"not":[28],"effective":[29],"due":[30],"customer":[32],"demand":[33],"fragmentation":[34],"and":[35,77,91,95,120],"platform":[36],"allocation":[37,55],"constraints.":[38],"this":[40],"paper,":[41],"we":[42],"propose":[43],"a":[44,89,114],"novel":[45],"prediction":[46],"approach":[47,82,106],"which":[48],"proactively":[49],"predicts":[50],"level":[52],"of":[53,60,101],"resource":[54],"failures":[56],"from":[57,69,113],"perspective":[59],"low":[61],"status.":[63],"By":[64],"jointly":[65],"considering":[66],"data":[68],"different":[70],"sources":[71],"in":[72,88],"both":[73],"time":[74],"series":[75],"form":[76],"static":[78],"form,":[79],"proposed":[81,105],"can":[83],"make":[84],"LCS":[86],"predictions":[87],"complex":[90],"dynamic":[92],"environment,":[94],"thereby":[96],"availability":[100],"systems.":[103],"The":[104],"evaluated":[108],"by":[109],"real-world":[110],"datasets":[111],"collected":[112],"large":[115],"scale":[116],"public":[117],"platform,":[119],"results":[122],"confirm":[123],"its":[124],"effectiveness.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
