{"id":"https://openalex.org/W2979564685","doi":"https://doi.org/10.1109/cits.2019.8862055","title":"A new task scheduling strategy based on improved ant colony algorithm in IaaS layer","display_name":"A new task scheduling strategy based on improved ant colony algorithm in IaaS layer","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2979564685","doi":"https://doi.org/10.1109/cits.2019.8862055","mag":"2979564685"},"language":"en","primary_location":{"id":"doi:10.1109/cits.2019.8862055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits.2019.8862055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Information and Telecommunication Systems (CITS)","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/A5100418837","display_name":"Li Liu","orcid":"https://orcid.org/0000-0002-6124-6472"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Liu","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008973904","display_name":"Taiyu Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiyu Luo","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000704525","display_name":"Yuanyuan Du","orcid":"https://orcid.org/0000-0003-2554-8104"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Du","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100418837"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":1.0174,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83416578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"1","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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9962999820709229,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9760000109672546,"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":0.7798594832420349},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7030302286148071},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6180300712585449},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.546520471572876},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.5445331931114197},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5366982817649841},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.45955690741539},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4529005289077759},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4227522611618042},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.41703173518180847},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20712810754776},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16794756054878235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09739324450492859},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07722842693328857},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06375214457511902}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798594832420349},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7030302286148071},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6180300712585449},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.546520471572876},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.5445331931114197},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5366982817649841},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.45955690741539},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4529005289077759},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4227522611618042},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.41703173518180847},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20712810754776},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16794756054878235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09739324450492859},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07722842693328857},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06375214457511902},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cits.2019.8862055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits.2019.8862055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Information and Telecommunication Systems (CITS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2003913574","https://openalex.org/W2038245104","https://openalex.org/W2045287414","https://openalex.org/W2112536896","https://openalex.org/W2132930531","https://openalex.org/W2218919311","https://openalex.org/W2387617724","https://openalex.org/W2775104899"],"related_works":["https://openalex.org/W4237535716","https://openalex.org/W2110363036","https://openalex.org/W2347951034","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2381829748","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2061313076"],"abstract_inverted_index":{"In":[0,30],"the":[1,7,21,71,85,93,97,112,115,119,129,140,153,166,169],"IaaS":[2],"layer":[3],"of":[4,23,96,104,114,144,168],"cloud":[5,8,27],"computing,":[6],"platform":[9],"is":[10,38,56,89,108,125,137],"required":[11],"to":[12,19,40,58,69,91,110,127],"implement":[13],"efficient":[14],"scheduling":[15,36],"for":[16],"large-scale":[17],"tasks":[18],"meet":[20],"needs":[22],"both":[24],"users":[25],"and":[26,46,73,106,118,162,172],"service":[28],"providers.":[29],"this":[31,60],"paper,":[32],"a":[33,100,133],"multi-objective":[34],"task":[35,42,159],"model":[37,78],"established":[39,109],"optimize":[41],"completion":[43,160],"time,":[44],"cost":[45,107],"load":[47,134,174],"balancing":[48,135,175],"degree.":[49],"Furthermore,":[50],"an":[51,75],"improved":[52],"ant":[53,76,145],"colony":[54,146],"algorithm":[55,64,155],"proposed":[57,63,154],"solve":[59],"problem.":[61],"The":[62],"firstly":[65],"uses":[66],"genetic":[67],"operations":[68],"initialize":[70],"pheromone,":[72],"establishes":[74],"search":[77],"that":[79],"can":[80,156],"speed":[81],"up":[82],"convergence,":[83],"while":[84,164],"pseudo-random":[86],"proportional":[87],"rule":[88],"used":[90,126],"select":[92],"next":[94],"node":[95],"path.":[98],"Then,":[99],"weighted":[101],"constraint":[102],"function":[103,143],"time":[105,161],"evaluate":[111],"quality":[113],"scheduling's":[116],"solution,":[117],"Analytic":[120],"Hierarchy":[121],"Process":[122],"(AHP)":[123],"decision":[124],"adjust":[128],"weighting":[130],"factors.":[131],"Moreover,":[132],"method":[136],"introduced":[138],"in":[139],"path":[141],"heuristic":[142],"algorithm.":[147],"Compared":[148],"with":[149],"other":[150],"advanced":[151],"algorithms,":[152],"significantly":[157],"reduce":[158],"cost,":[163],"accelerating":[165],"convergence":[167],"optimal":[170],"solution":[171],"improving":[173],"degree":[176],"greatly.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}