{"id":"https://openalex.org/W3158756625","doi":"https://doi.org/10.1109/cbd51900.2020.00010","title":"The Multi-objective Cloud Tasks Scheduling Based on Hybrid Particle Swarm Optimization","display_name":"The Multi-objective Cloud Tasks Scheduling Based on Hybrid Particle Swarm Optimization","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3158756625","doi":"https://doi.org/10.1109/cbd51900.2020.00010","mag":"3158756625"},"language":"en","primary_location":{"id":"doi:10.1109/cbd51900.2020.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbd51900.2020.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Eighth International Conference on Advanced Cloud and Big Data (CBD)","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/A5101446359","display_name":"Ming Gao","orcid":"https://orcid.org/0000-0002-8204-6349"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ming Gao","raw_affiliation_strings":["School of Computer Science and Engineering, NJUST, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, NJUST, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101413068","display_name":"Yaoqin Zhu","orcid":"https://orcid.org/0000-0002-5590-7764"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaoqin Zhu","raw_affiliation_strings":["School of Computer Science and Engineering, NJUST, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, NJUST, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026027275","display_name":"Jin Sun","orcid":"https://orcid.org/0000-0003-4855-2499"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin Sun","raw_affiliation_strings":["School of Computer Science and Engineering, NJUST, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, NJUST, Nanjing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101446359"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3345,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87064731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9983000159263611,"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":0.9983000159263611,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.906000018119812,"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/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7506007552146912},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7457520365715027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.697965681552887},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6348696947097778},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5795958042144775},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5478229522705078},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5019068717956543},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.45659008622169495},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4490830600261688},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4335366487503052},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2969241738319397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14793041348457336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1329379677772522}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7506007552146912},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7457520365715027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697965681552887},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6348696947097778},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5795958042144775},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5478229522705078},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5019068717956543},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.45659008622169495},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4490830600261688},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4335366487503052},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2969241738319397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14793041348457336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1329379677772522},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"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":1,"locations":[{"id":"doi:10.1109/cbd51900.2020.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbd51900.2020.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Eighth International Conference on Advanced Cloud and Big Data (CBD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2950423922","https://openalex.org/W2134114282","https://openalex.org/W2116074880","https://openalex.org/W2161494499","https://openalex.org/W2070977815","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2368795850"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"hybrid":[4],"particle":[5],"swarm":[6,69,78],"optimization":[7,79,108],"algorithm,":[8,123],"namely":[9],"HPSO,":[10],"to":[11,85],"reduce":[12],"application's":[13],"total":[14,100],"execution":[15,101],"time":[16,102],"(ie.,":[17],"makespan)":[18],"and":[19,103,121,137],"balance":[20],"the":[21,26,39,52,57,64,72,87,94,98,107,111],"computation":[22,142],"load,":[23],"by":[24,55],"solving":[25],"multi-objective":[27,88],"task":[28],"scheduling":[29,89,112,130],"problem":[30],"in":[31,132],"cloud":[32],"environments.":[33],"The":[34],"proposed":[35],"algorithm":[36,70,126],"starts":[37],"with":[38,119],"strategy":[40,65],"of":[41,66,76,97,110,134,141],"pre-generating":[42],"search":[43,53],"particles":[44,77],"that":[45,117],"can":[46,127],"improve":[47],"particles'":[48],"position":[49,73],"quality":[50],"during":[51],"procedure":[54],"refining":[56],"solution":[58],"space.":[59],"In":[60],"addition,":[61],"we":[62,92],"incorporate":[63],"artificial":[67],"fish":[68],"into":[71],"updating":[74,83],"process":[75],"(PSO),":[80],"providing":[81],"various":[82],"schemes":[84],"solve":[86],"problem.":[90,113],"Moreover,":[91],"define":[93],"weighted":[95],"sum":[96],"standardized":[99],"load":[104],"balancing":[105],"as":[106],"goal":[109],"Experimental":[114],"results":[115],"demonstrate":[116],"compared":[118],"PSO":[120],"immune":[122],"our":[124],"HPSO":[125],"achieve":[128],"better":[129],"result":[131],"terms":[133],"shorter":[135],"makespan":[136],"smaller":[138],"standard":[139],"deviation":[140],"times":[143],"among":[144],"all":[145],"computing":[146],"resources.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
