{"id":"https://openalex.org/W2972304804","doi":"https://doi.org/10.1145/3325097","title":"A Survey on Scheduling Strategies for Workflows in Cloud Environment and Emerging Trends","display_name":"A Survey on Scheduling Strategies for Workflows in Cloud Environment and Emerging Trends","publication_year":2019,"publication_date":"2019-08-30","ids":{"openalex":"https://openalex.org/W2972304804","doi":"https://doi.org/10.1145/3325097","mag":"2972304804"},"language":"en","primary_location":{"id":"doi:10.1145/3325097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325097","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5035454333","display_name":"Mainak Adhikari","orcid":"https://orcid.org/0000-0003-0647-4656"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mainak Adhikari","raw_affiliation_strings":["Department of Computer Science 8 Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science 8 Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023747211","display_name":"Tarachand Amgoth","orcid":"https://orcid.org/0000-0003-2686-9946"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarachand Amgoth","raw_affiliation_strings":["Department of Computer Science 8 Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science 8 Engineering, Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089884928","display_name":"Satish Narayana Srirama","orcid":"https://orcid.org/0000-0002-7600-7124"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Satish Narayana Srirama","raw_affiliation_strings":["Mobile and Cloud Lab, Institute of Computer Science, University of Tartu, Estonia, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"Mobile and Cloud Lab, Institute of Computer Science, University of Tartu, Estonia, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035454333"],"corresponding_institution_ids":["https://openalex.org/I189109744"],"apc_list":null,"apc_paid":null,"fwci":23.9602,"has_fulltext":false,"cited_by_count":147,"citation_normalized_percentile":{"value":0.99458241,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"52","issue":"4","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9984999895095825,"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":0.9969000220298767,"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":0.8721920251846313},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8162221908569336},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7728939056396484},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.6013439297676086},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5954532623291016},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5706234574317932},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.530548632144928},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.42308276891708374},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35366642475128174},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2262803614139557},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10682263970375061},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08346712589263916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8721920251846313},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8162221908569336},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7728939056396484},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.6013439297676086},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5954532623291016},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5706234574317932},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.530548632144928},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.42308276891708374},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35366642475128174},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2262803614139557},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10682263970375061},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08346712589263916},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3325097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325097","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":130,"referenced_works":["https://openalex.org/W1795725","https://openalex.org/W7126160","https://openalex.org/W130071575","https://openalex.org/W284594668","https://openalex.org/W606877085","https://openalex.org/W1271724408","https://openalex.org/W1497333239","https://openalex.org/W1536893558","https://openalex.org/W1538060644","https://openalex.org/W1556749726","https://openalex.org/W1562983757","https://openalex.org/W1750422355","https://openalex.org/W1753112717","https://openalex.org/W1907073173","https://openalex.org/W1970275772","https://openalex.org/W1977367431","https://openalex.org/W1979053927","https://openalex.org/W1980748441","https://openalex.org/W1980995233","https://openalex.org/W1987325243","https://openalex.org/W1996533619","https://openalex.org/W2004669430","https://openalex.org/W2011893902","https://openalex.org/W2019356799","https://openalex.org/W2023753260","https://openalex.org/W2025577327","https://openalex.org/W2029282088","https://openalex.org/W2040650966","https://openalex.org/W2048601519","https://openalex.org/W2051862148","https://openalex.org/W2053321145","https://openalex.org/W2054790823","https://openalex.org/W2056393817","https://openalex.org/W2056640105","https://openalex.org/W2057392949","https://openalex.org/W2058042440","https://openalex.org/W2063888971","https://openalex.org/W2074444460","https://openalex.org/W2088723799","https://openalex.org/W2095481105","https://openalex.org/W2096709532","https://openalex.org/W2097911714","https://openalex.org/W2098052035","https://openalex.org/W2101444938","https://openalex.org/W2109546901","https://openalex.org/W2114623221","https://openalex.org/W2124903056","https://openalex.org/W2129666400","https://openalex.org/W2132444624","https://openalex.org/W2140953464","https://openalex.org/W2149294210","https://openalex.org/W2153657167","https://openalex.org/W2156735965","https://openalex.org/W2157362974","https://openalex.org/W2161363114","https://openalex.org/W2162528252","https://openalex.org/W2169741774","https://openalex.org/W2171257661","https://openalex.org/W2171475421","https://openalex.org/W2172709814","https://openalex.org/W2188174771","https://openalex.org/W2195423816","https://openalex.org/W2208783789","https://openalex.org/W2216137000","https://openalex.org/W2223186009","https://openalex.org/W2223334459","https://openalex.org/W2264711506","https://openalex.org/W2272368399","https://openalex.org/W2285054753","https://openalex.org/W2296335794","https://openalex.org/W2327866891","https://openalex.org/W2339254261","https://openalex.org/W2342649568","https://openalex.org/W2409065611","https://openalex.org/W2417781097","https://openalex.org/W2417800902","https://openalex.org/W2472333518","https://openalex.org/W2506639015","https://openalex.org/W2507558179","https://openalex.org/W2514916567","https://openalex.org/W2515680143","https://openalex.org/W2519938981","https://openalex.org/W2526174145","https://openalex.org/W2557362928","https://openalex.org/W2565472021","https://openalex.org/W2566416373","https://openalex.org/W2567554004","https://openalex.org/W2571928150","https://openalex.org/W2578922287","https://openalex.org/W2579799105","https://openalex.org/W2581327637","https://openalex.org/W2599070920","https://openalex.org/W2604298291","https://openalex.org/W2604442880","https://openalex.org/W2604792441","https://openalex.org/W2611638377","https://openalex.org/W2612412391","https://openalex.org/W2616752709","https://openalex.org/W2729278585","https://openalex.org/W2734595575","https://openalex.org/W2735574181","https://openalex.org/W2740909961","https://openalex.org/W2741827384","https://openalex.org/W2744544024","https://openalex.org/W2750618942","https://openalex.org/W2758953455","https://openalex.org/W2762456226","https://openalex.org/W2765184204","https://openalex.org/W2766496082","https://openalex.org/W2766713695","https://openalex.org/W2767083027","https://openalex.org/W2769008494","https://openalex.org/W2779294360","https://openalex.org/W2784017215","https://openalex.org/W2788712478","https://openalex.org/W2792705365","https://openalex.org/W2796794249","https://openalex.org/W2801576564","https://openalex.org/W2894729077","https://openalex.org/W2894735207","https://openalex.org/W2905843391","https://openalex.org/W2913429047","https://openalex.org/W2963198024","https://openalex.org/W2992878843","https://openalex.org/W3000664081","https://openalex.org/W4229701516","https://openalex.org/W4241116482","https://openalex.org/W4301166169","https://openalex.org/W6717080717","https://openalex.org/W6720569828"],"related_works":["https://openalex.org/W2391168633","https://openalex.org/W2385499106","https://openalex.org/W2376671203","https://openalex.org/W2375304607","https://openalex.org/W2049143847","https://openalex.org/W2354357087","https://openalex.org/W2110462752","https://openalex.org/W2353477037","https://openalex.org/W2387628393","https://openalex.org/W2352774566"],"abstract_inverted_index":{"Workflow":[0,51],"scheduling":[1,52,82,115,167],"is":[2],"one":[3],"of":[4,11,21,33,37,40,71,79,144,151,171,175],"the":[5,12,28,45,54,62,72,77,96,141,149,152,155,169],"challenging":[6],"issues":[7],"in":[8,53,116,168],"emerging":[9,173],"trends":[10,174],"distributed":[13,118],"environment":[14,56],"that":[15],"focuses":[16],"on":[17,88],"satisfying":[18],"various":[19,80],"quality":[20],"service":[22],"(QoS)":[23],"constraints.":[24],"The":[25,120],"cloud":[26,55,176],"receives":[27],"applications":[29],"as":[30,103,131],"a":[31,34,38,68,117],"form":[32],"workflow,":[35],"consisting":[36],"set":[39],"interdependent":[41],"tasks,":[42],"to":[43,147],"solve":[44],"large-scale":[46],"scientific":[47],"or":[48,136],"enterprise":[49],"problems.":[50],"has":[57,159],"been":[58,160],"studied":[59],"extensively":[60],"over":[61],"years,":[63],"and":[64,84,91,100,106,146],"this":[65],"article":[66,75,163],"provides":[67],"comprehensive":[69],"review":[70],"approaches.":[73],"This":[74,162],"analyses":[76],"characteristics":[78],"workflow":[81,114,166],"techniques":[83],"classifies":[85],"them":[86],"based":[87],"their":[89],"objectives":[90],"execution":[92],"model.":[93],"In":[94],"addition,":[95],"recent":[97],"technological":[98],"developments":[99],"paradigms":[101],"such":[102,130],"serverless":[104,121],"computing":[105,108,157],"Fog":[107,156],"are":[109,123],"creating":[110],"new":[111],"requirements/opportunities":[112],"for":[113,126],"environment.":[119],"infrastructures":[122],"mainly":[124],"designed":[125],"processing":[127],"background":[128],"tasks":[129],"Internet-of-Things":[132],"(IoT),":[133],"web":[134],"applications,":[135],"event-driven":[137],"applications.":[138],"To":[139],"address":[140],"ever-increasing":[142],"demands":[143],"resources":[145],"overcome":[148],"drawbacks":[150],"cloud-centric":[153],"IoT,":[154],"paradigm":[158],"developed.":[161],"also":[164],"discusses":[165],"context":[170],"these":[172],"computing.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":31},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":8}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}