{"id":"https://openalex.org/W3213813890","doi":"https://doi.org/10.1142/s0218126622500694","title":"Diagnosing Evolution of Cloud Cluster via Spatio-temporal Trace Analysis","display_name":"Diagnosing Evolution of Cloud Cluster via Spatio-temporal Trace Analysis","publication_year":2021,"publication_date":"2021-11-15","ids":{"openalex":"https://openalex.org/W3213813890","doi":"https://doi.org/10.1142/s0218126622500694","mag":"3213813890"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126622500694","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622500694","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-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/A5083200817","display_name":"Li Ruan","orcid":"https://orcid.org/0000-0002-2386-961X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Ruan","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing 100191, P. R. China","State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-2386-961X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yunpeng Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Jiao","raw_affiliation_strings":["ShenYuan Honors College, Beihang University, 37 Xueyuan Road, Beijing 100191, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ShenYuan Honors College, Beihang University, 37 Xueyuan Road, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112705481","display_name":"Tingyu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I202334528","display_name":"Beijing Electronic Science and Technology Institute","ror":"https://ror.org/01xdzh226","country_code":"CN","type":"education","lineage":["https://openalex.org/I202334528"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingyu Lin","raw_affiliation_strings":["Beijing Institute of Electronic System Engineering, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Electronic System Engineering, Beijing, P. R. China","institution_ids":["https://openalex.org/I202334528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586078","display_name":"Limin Xiao","orcid":"https://orcid.org/0000-0001-9438-9181"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Xiao","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing 100191, P. R. China","State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074106169","display_name":"Nasro Min\u2010Allah","orcid":"https://orcid.org/0000-0002-3435-8823"},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nasro Min-Allah","raw_affiliation_strings":["Computer Science and Information Technology, Imam Abdulrahman bin Faisal University College, Dammam 34212, Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Information Technology, Imam Abdulrahman bin Faisal University College, Dammam 34212, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028426177","display_name":"Lei Ren","orcid":"https://orcid.org/0000-0001-6346-6930"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Ren","raw_affiliation_strings":["Automation Science and Electrical Engineering, Beihang University, 37 Xueyuan Road, Beijing 100191, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automation Science and Electrical Engineering, Beihang University, 37 Xueyuan Road, Beijing 100191, P. R. China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26991075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"04","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9894000291824341,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8436223268508911},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.8222572803497314},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.819098711013794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713876485824585},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6574462652206421},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5379524827003479},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5316088199615479},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5050757527351379},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3889477849006653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3332796096801758},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.14865157008171082},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1466330885887146},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0944456160068512}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8436223268508911},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.8222572803497314},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.819098711013794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713876485824585},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6574462652206421},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5379524827003479},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5316088199615479},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5050757527351379},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3889477849006653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3332796096801758},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.14865157008171082},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1466330885887146},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0944456160068512},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126622500694","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622500694","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2958955785","display_name":"\u9762\u5411\u5927\u89c4\u6a21\u5e76\u884c\u5e94\u7528\u901a\u4fe1\u4f18\u5316\u7684\u591a\u76ee\u6807\u7ec6\u7c92\u5ea6\u62d3\u6251\u6620\u5c04\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61772053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2998302140","display_name":null,"funder_award_id":"2017YFB0202004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3938313211","display_name":"\u5927\u6570\u636e\u73af\u5883\u4e0b\u57fa\u4e8e\u65b0\u578b\u5b58\u50a8\u8bbe\u5907\u7684I/O\u7cfb\u7edf\u6570\u636e\u5e03\u5c40\u4f18\u5316\u7814\u7a76","funder_award_id":"61572377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5828634745","display_name":null,"funder_award_id":"SKLSDE-2017ZX-10","funder_id":"https://openalex.org/F4320326978","funder_display_name":"State Key Laboratory of Software Development Environment"},{"id":"https://openalex.org/G7007940310","display_name":null,"funder_award_id":"61836001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326978","display_name":"State Key Laboratory of Software Development Environment","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2003829707","https://openalex.org/W2031513172","https://openalex.org/W2046398146","https://openalex.org/W2060331550","https://openalex.org/W2129542763","https://openalex.org/W2523635849","https://openalex.org/W2748912953","https://openalex.org/W2782674619","https://openalex.org/W2886399557","https://openalex.org/W2887202608","https://openalex.org/W2890160543","https://openalex.org/W2892785410","https://openalex.org/W2902431547","https://openalex.org/W2912174032","https://openalex.org/W2916242076","https://openalex.org/W2953169926","https://openalex.org/W2953726167","https://openalex.org/W2984408162","https://openalex.org/W2985108934","https://openalex.org/W3007356985","https://openalex.org/W3048848706","https://openalex.org/W3127197315","https://openalex.org/W4253305097"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W2547038763"],"abstract_inverted_index":{"To":[0],"analyze":[1],"inner-enterprise":[2,23,131],"cloud":[3,24,53,132],"cluster":[4,133],"performance,":[5],"the":[6,19,85,101,128],"role":[7],"of":[8,12,22,32,100,113,130],"workload":[9,93],"analysis":[10,94],"is":[11],"paramount":[13],"interest":[14,114],"to":[15,115,126],"system":[16,116],"designers.":[17],"However,":[18],"ever-evolving":[20],"nature":[21,31],"platforms":[25],"such":[26],"as":[27],"diversity":[28],"and":[29,76,89,103,118],"spatio-temporal":[30,59],"workloads":[33],"makes":[34],"evolution":[35,47,129],"diagnosing":[36,48,127],"a":[37,51,65,123],"challenging":[38],"task.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43,63],"propose":[44],"MuCoTrAna-Inner,":[45],"an":[46],"approach":[49],"for":[50],"large-scale":[52],"data":[54],"center":[55],"based":[56,91,134],"on":[57,68,92,135],"comparative":[58],"trace":[60,136],"analysis.":[61,137],"Moreover,":[62],"present":[64],"case":[66],"study":[67],"two":[69],"representative":[70],"big":[71],"traces:":[72],"Alibaba":[73,77],"2017":[74],"trace,":[75],"2018":[78],"trace.":[79],"Novel":[80],"quantitative":[81],"findings":[82,105],"along":[83],"with":[84],"performance":[86],"bottleneck":[87],"inferences":[88],"recommendations":[90],"are":[95,112],"provided.":[96],"Our":[97],"multifaceted":[98],"analyses":[99],"traces":[102],"new":[104,124],"not":[106],"only":[107],"reveal":[108],"interesting":[109],"insights":[110],"that":[111],"designers":[117],"administrators,":[119],"but":[120],"also":[121],"establish":[122],"view":[125]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}