{"id":"https://openalex.org/W4285023858","doi":"https://doi.org/10.1002/int.22954","title":"PARA: Performability\u2010aware resource allocation on the edges for cloud\u2010native services","display_name":"PARA: Performability\u2010aware resource allocation on the edges for cloud\u2010native services","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4285023858","doi":"https://doi.org/10.1002/int.22954"},"language":"en","primary_location":{"id":"doi:10.1002/int.22954","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.22954","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","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/A5000731643","display_name":"Yeting Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeting Guo","raw_affiliation_strings":["College of Computer National University of Defense Technology Hunan China","College of Computer, National University of Defense Technology, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-1877-7796","affiliations":[{"raw_affiliation_string":"College of Computer National University of Defense Technology Hunan China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453028","display_name":"Fang Liu","orcid":"https://orcid.org/0000-0001-8753-3878"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fang Liu","raw_affiliation_strings":["School of Design Hunan University Hunan China","School of Design, Hunan University, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-8753-3878","affiliations":[{"raw_affiliation_string":"School of Design Hunan University Hunan China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"School of Design, Hunan University, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023506057","display_name":"Nong Xiao","orcid":"https://orcid.org/0000-0002-2166-977X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nong Xiao","raw_affiliation_strings":["College of Computer National University of Defense Technology Hunan China","College of Computer, National University of Defense Technology, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-2166-977X","affiliations":[{"raw_affiliation_string":"College of Computer National University of Defense Technology Hunan China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038591040","display_name":"Zhaogeng Li","orcid":"https://orcid.org/0000-0003-0331-5852"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaogeng Li","raw_affiliation_strings":["System Department Baidu Inc. Beijing China","System Department, Baidu Inc., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0331-5852","affiliations":[{"raw_affiliation_string":"System Department Baidu Inc. Beijing China","institution_ids":["https://openalex.org/I98301712"]},{"raw_affiliation_string":"System Department, Baidu Inc., Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006334685","display_name":"Zhiping Cai","orcid":"https://orcid.org/0000-0001-5726-833X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping Cai","raw_affiliation_strings":["College of Computer National University of Defense Technology Hunan China","College of Computer, National University of Defense Technology, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-5726-833X","affiliations":[{"raw_affiliation_string":"College of Computer National University of Defense Technology Hunan China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Hunan, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067691107","display_name":"Guoming Tang","orcid":"https://orcid.org/0000-0001-9801-1055"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoming Tang","raw_affiliation_strings":["Science & Technology on Information Systems Engineering Lab National University of Defense Technology Hunan China"],"raw_orcid":"https://orcid.org/0000-0001-9801-1055","affiliations":[{"raw_affiliation_string":"Science & Technology on Information Systems Engineering Lab National University of Defense Technology Hunan China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073216031","display_name":"Ning Liu","orcid":"https://orcid.org/0000-0003-4140-9489"},"institutions":[{"id":"https://openalex.org/I98301712","display_name":"Baidu (China)","ror":"https://ror.org/03vs3wt56","country_code":"CN","type":"company","lineage":["https://openalex.org/I98301712"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Liu","raw_affiliation_strings":["System Department Baidu Inc. Beijing China","System Department, Baidu Inc., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4140-9489","affiliations":[{"raw_affiliation_string":"System Department Baidu Inc. Beijing China","institution_ids":["https://openalex.org/I98301712"]},{"raw_affiliation_string":"System Department, Baidu Inc., Beijing, China","institution_ids":["https://openalex.org/I98301712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100453028"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":0.856,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74409358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"37","issue":"11","first_page":"8523","last_page":"8547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/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/T12127","display_name":"Software System Performance and Reliability","score":0.996399998664856,"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":0.8415237069129944},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.8390648365020752},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.738872230052948},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6456210613250732},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6075503826141357},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5540998578071594},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5372976660728455},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5293168425559998},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4617682993412018},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.4544036090373993},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4452548623085022},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4390879273414612},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4304933547973633},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.42812857031822205},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12030702829360962},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0806087851524353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0743664801120758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8415237069129944},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.8390648365020752},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.738872230052948},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6456210613250732},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6075503826141357},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5540998578071594},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5372976660728455},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5293168425559998},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4617682993412018},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.4544036090373993},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4452548623085022},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4390879273414612},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4304933547973633},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.42812857031822205},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12030702829360962},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0806087851524353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0743664801120758},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/int.22954","is_oa":false,"landing_page_url":"https://doi.org/10.1002/int.22954","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G2139608131","display_name":null,"funder_award_id":"2018B030312002","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G3581198566","display_name":null,"funder_award_id":"2018YFB0204301","funder_id":"https://openalex.org/F4320335774","funder_display_name":"Key Technologies Research and Development Program"},{"id":"https://openalex.org/G4715595647","display_name":null,"funder_award_id":"62072465","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G601695974","display_name":null,"funder_award_id":"NSFCU1811461","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G6763376774","display_name":null,"funder_award_id":"62172155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7584325168","display_name":null,"funder_award_id":"61832020","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335774","display_name":"Key Technologies Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1596877211","https://openalex.org/W2036541792","https://openalex.org/W2039985256","https://openalex.org/W2101279925","https://openalex.org/W2126105956","https://openalex.org/W2143408306","https://openalex.org/W2144628693","https://openalex.org/W2157147632","https://openalex.org/W2165439624","https://openalex.org/W2195423816","https://openalex.org/W2315975036","https://openalex.org/W2344695221","https://openalex.org/W2571045805","https://openalex.org/W2609618253","https://openalex.org/W2742681813","https://openalex.org/W2745278535","https://openalex.org/W2747487217","https://openalex.org/W2767011558","https://openalex.org/W2790885923","https://openalex.org/W2791986964","https://openalex.org/W2808417010","https://openalex.org/W2808767927","https://openalex.org/W2895939936","https://openalex.org/W2897755871","https://openalex.org/W2904895447","https://openalex.org/W2910502831","https://openalex.org/W2919603306","https://openalex.org/W2919629997","https://openalex.org/W2941842802","https://openalex.org/W2944167178","https://openalex.org/W2945041585","https://openalex.org/W2945513217","https://openalex.org/W2953738034","https://openalex.org/W2963715606","https://openalex.org/W2982351602","https://openalex.org/W2982509715","https://openalex.org/W3048739466","https://openalex.org/W3119302319","https://openalex.org/W3187726999","https://openalex.org/W3191336140"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W1592324786","https://openalex.org/W2534160330","https://openalex.org/W2153007255"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"resource":[3,45,52,102,107,125,150,153,180,195],"allocation":[4,88,108,126],"strategy":[5],"in":[6,62],"the":[7,27,51,68,72,79,87,97,113,122,173,179,200,210,217],"Baidu":[8],"Over":[9],"The":[10,191,203],"Edge":[11],"system":[12],"to":[13,20,26,34,42,85,94,96,130],"enable":[14],"mobile":[15],"edge":[16],"computing":[17],"(MEC)":[18],"datacenters":[19,39],"effectively":[21],"support":[22],"cloud-native":[23,116],"services":[24,129,134],"downstream":[25],"network":[28],"edge.":[29],"There":[30],"are":[31,40,83,141],"many":[32],"challenges":[33],"this":[35],"issue.":[36],"First,":[37],"MEC":[38,64,157],"resource-constrained":[41],"fully":[43],"meet":[44,71],"demands.":[46,99],"Second,":[47],"previous":[48],"works":[49],"regard":[50],"requirements":[53],"of":[54,74,124,138,156,223],"each":[55],"service":[56],"as":[57,121],"an":[58,186],"indivisible":[59],"unit,":[60],"resulting":[61],"idle":[63],"resources,":[65],"even":[66],"if":[67],"resources":[69],"can":[70],"demands":[73,140,196],"some":[75],"microservices":[76,120],"decoupled":[77],"by":[78,213,221],"service.":[80],"Third,":[81],"they":[82],"confined":[84],"optimize":[86],"for":[89,115,166],"a":[90,110,162],"single":[91],"slot,":[92],"failing":[93],"adapt":[95],"dynamic":[98,149],"To":[100,171],"improve":[101],"utilization,":[103],"we":[104,177],"propose":[105],"performability-aware":[106],"(PARA),":[109],"PARA":[111,208],"on":[112],"edges":[114],"services.":[117],"It":[118,143],"takes":[119],"unit":[123],"and":[127,152,158,183,197,215],"allows":[128],"perform":[131],"with":[132],"degraded":[133],"when":[135],"only":[136],"part":[137],"microservices'":[139],"met.":[142],"also":[144],"considers":[145],"dependency":[146],"among":[147],"microservices,":[148],"requirements,":[151],"supply":[154],"characteristics":[155],"cloud.":[159],"Performability":[160],"is":[161],"unified":[163],"performance-reliability":[164],"measure":[165],"evaluating":[167],"such":[168],"degradable":[169],"systems.":[170],"maximize":[172],"long-term":[174,218],"overall":[175,219],"performability,":[176],"model":[178],"optimization":[181],"problem":[182],"then":[184,198],"develop":[185],"online":[187,201],"greedy":[188],"heuristic":[189],"algorithm.":[190],"algorithm":[192],"predicts":[193],"services'":[194],"adapts":[199],"allocation.":[202],"experimental":[204],"results":[205],"show":[206],"that":[207],"reduces":[209],"reallocation":[211],"overhead":[212],"47.7%\u201353.6%,":[214],"improves":[216],"performability":[220],"23.14%\u201343.25%":[222],"existing":[224],"state-of-the-art":[225],"works.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}