{"id":"https://openalex.org/W4401408941","doi":"https://doi.org/10.1145/3673038.3673135","title":"PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center","display_name":"PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4401408941","doi":"https://doi.org/10.1145/3673038.3673135"},"language":"en","primary_location":{"id":"doi:10.1145/3673038.3673135","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673135","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673135","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673135","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030881704","display_name":"Dingyu Yang","orcid":"https://orcid.org/0000-0002-8156-3926"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dingyu Yang","raw_affiliation_strings":["The State Key Laboratory of Blockchain and Data Security, Zhejiang University, China and Alibaba Group, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Blockchain and Data Security, Zhejiang University, China and Alibaba Group, China","institution_ids":["https://openalex.org/I45928872","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016700788","display_name":"Z. J. Xiao","orcid":"https://orcid.org/0009-0003-9859-9495"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Xiao","raw_affiliation_strings":["Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032211015","display_name":"Dongxiang Zhang","orcid":"https://orcid.org/0009-0006-6338-0698"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiang Zhang","raw_affiliation_strings":["Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696504","display_name":"Shuhao Zhang","orcid":"https://orcid.org/0000-0002-9927-6925"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuhao Zhang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648774","display_name":"Jian Cao","orcid":"https://orcid.org/0000-0002-0036-9436"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cao","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016419858","display_name":"Gang Chen","orcid":"https://orcid.org/0000-0003-0650-1175"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Chen","raw_affiliation_strings":["Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030881704"],"corresponding_institution_ids":["https://openalex.org/I45928872","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":2.4355,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90944842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"722","last_page":"731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9976999759674072,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7743945121765137},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6541004776954651},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6172970533370972},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6056792140007019},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5328251719474792},{"id":"https://openalex.org/keywords/service-level-agreement","display_name":"Service-level agreement","score":0.5226635336875916},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47152814269065857},{"id":"https://openalex.org/keywords/service-level-objective","display_name":"Service level objective","score":0.46425703167915344},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.45195358991622925},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4482894539833069},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39763981103897095},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3965352177619934},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.25577235221862793},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.2490742802619934},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09474113583564758},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08307000994682312},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06437000632286072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7743945121765137},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6541004776954651},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6172970533370972},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6056792140007019},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5328251719474792},{"id":"https://openalex.org/C2778160497","wikidata":"https://www.wikidata.org/wiki/Q869830","display_name":"Service-level agreement","level":3,"score":0.5226635336875916},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47152814269065857},{"id":"https://openalex.org/C16151460","wikidata":"https://www.wikidata.org/wiki/Q3480069","display_name":"Service level objective","level":5,"score":0.46425703167915344},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.45195358991622925},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4482894539833069},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39763981103897095},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3965352177619934},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.25577235221862793},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.2490742802619934},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09474113583564758},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08307000994682312},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06437000632286072},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C61063171","wikidata":"https://www.wikidata.org/wiki/Q532781","display_name":"Service design","level":4,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3673038.3673135","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673135","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673135","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3673038.3673135","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673135","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673135","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401408941.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W212029","https://openalex.org/W1640102203","https://openalex.org/W1992866626","https://openalex.org/W2015099024","https://openalex.org/W2075453184","https://openalex.org/W2140094873","https://openalex.org/W2141992894","https://openalex.org/W2145906470","https://openalex.org/W2156077332","https://openalex.org/W2160121678","https://openalex.org/W2295575944","https://openalex.org/W2747599906","https://openalex.org/W2813776146","https://openalex.org/W2887785086","https://openalex.org/W2894821558","https://openalex.org/W2898696889","https://openalex.org/W2985279546","https://openalex.org/W3097053732","https://openalex.org/W3177318507","https://openalex.org/W3197658084","https://openalex.org/W4231427385","https://openalex.org/W4236491543","https://openalex.org/W4244291416","https://openalex.org/W4249320082","https://openalex.org/W4253593994","https://openalex.org/W4289703819","https://openalex.org/W6680929869","https://openalex.org/W6755490493"],"related_works":["https://openalex.org/W2003461454","https://openalex.org/W1797105837","https://openalex.org/W2737283325","https://openalex.org/W1999777212","https://openalex.org/W2754945030","https://openalex.org/W2049301720","https://openalex.org/W2607605122","https://openalex.org/W1488492449","https://openalex.org/W2170508015","https://openalex.org/W3088682898"],"abstract_inverted_index":{"Co-locating":[0],"online":[1],"latency-critical":[2],"(LC)":[3],"services":[4],"with":[5],"best-effort":[6],"(BE)":[7],"batch":[8],"jobs":[9,39],"in":[10,76],"the":[11,33,37,63,83],"same":[12],"server":[13],"has":[14],"been":[15,29],"widely":[16],"adopted":[17],"by":[18,91],"modern":[19],"data":[20],"centers":[21],"to":[22,31,36,62],"improve":[23],"resource":[24,88],"utilization.":[25],"Various":[26],"approaches":[27],"have":[28],"proposed":[30],"maximize":[32],"resources":[34],"allocated":[35],"BE":[38],"without":[40],"SLO":[41,84],"(service":[42],"level":[43],"objective)":[44],"violation.":[45],"However,":[46],"when":[47],"facing":[48],"bursty":[49],"workloads,":[50],"existing":[51],"solutions":[52],"suffer":[53],"from":[54],"poor":[55],"performance":[56],"because":[57],"they":[58],"cannot":[59],"react":[60],"promptly":[61],"sudden":[64],"and":[65],"sharp":[66],"increase":[67],"of":[68,82],"LC":[69],"service":[70],"requests.":[71],"Consequently,":[72],"these":[73],"methods":[74],"result":[75],"either":[77],"a":[78],"high":[79],"violation":[80],"rate":[81],"constraint":[85],"or":[86],"low":[87],"utilization":[89],"caused":[90],"conservative":[92],"allocation":[93],"strategies.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
