{"id":"https://openalex.org/W2571921064","doi":"https://doi.org/10.1109/istel.2016.7881902","title":"Assignment look-ahead HEFT for scheduling workflows of communicating tasks","display_name":"Assignment look-ahead HEFT for scheduling workflows of communicating tasks","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2571921064","doi":"https://doi.org/10.1109/istel.2016.7881902","mag":"2571921064"},"language":"en","primary_location":{"id":"doi:10.1109/istel.2016.7881902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2016.7881902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Symposium on Telecommunications (IST)","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/A5048410534","display_name":"Elham Dolkhani","orcid":"https://orcid.org/0009-0008-1098-9648"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Elham Dolkhani","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014768503","display_name":"Hamid Abrishami","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid Abrishami","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108589726","display_name":"Amin Rezaeian","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amin Rezaeian","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000670364","display_name":"Mahmoud Naghibzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahmoud Naghibzadeh","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2954,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67788926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"649","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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":0.9994999766349792,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8165990114212036},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.8126643896102905},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7068720459938049},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6614105105400085},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5900968313217163},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5736795663833618},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4706417918205261},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.44497740268707275},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41917353868484497},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1961444616317749},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.18393218517303467},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14500486850738525},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09706363081932068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8165990114212036},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.8126643896102905},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7068720459938049},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6614105105400085},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5900968313217163},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5736795663833618},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4706417918205261},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.44497740268707275},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41917353868484497},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1961444616317749},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.18393218517303467},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14500486850738525},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09706363081932068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/istel.2016.7881902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2016.7881902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Symposium on Telecommunications (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5299999713897705,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W616339485","https://openalex.org/W1491436475","https://openalex.org/W1977367431","https://openalex.org/W1984734282","https://openalex.org/W1989208997","https://openalex.org/W1994791961","https://openalex.org/W2109271808","https://openalex.org/W2149294210","https://openalex.org/W2157583119","https://openalex.org/W2409065611"],"related_works":["https://openalex.org/W4302345037","https://openalex.org/W2731094954","https://openalex.org/W1981780420","https://openalex.org/W2789273959","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2952978498","https://openalex.org/W2397952901","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Scheduling":[0],"scientific":[1,116],"workflows":[2,117,235],"of":[3,9,12,66,79,86,124,186,218,228,230,233],"communicating":[4,63],"tasks":[5,11,67,181,188],"is":[6,90,112,139,152,161,169,202],"the":[7,13,16,34,42,95,100,119,122,131,144,150,155,183,198,200,205,209,219,226],"process":[8],"mapping":[10],"workflow":[14],"to":[15,25,38,41,61,114,130,141,171,175,207],"cloud":[17,43,120],"resources":[18,174],"and":[19,45,97,194],"directly":[20],"or":[21,36],"indirectly":[22],"determining":[23],"when":[24,136,158],"execute":[26],"each":[27],"task.":[28],"Different":[29],"objectives":[30],"such":[31],"as":[32,69,204],"minimizing":[33],"makespan":[35,85,132,229],"price":[37],"be":[39,142,176],"paid":[40],"provider,":[44],"respecting":[46],"privacy":[47],"are":[48,189,236],"considered":[49],"by":[50],"different":[51],"schedulers.":[52],"Heterogeneous":[53],"Earliest":[54],"Finish":[55],"Time":[56],"(HEFT)":[57],"was":[58],"first":[59],"designed":[60,113],"schedule":[62,115],"dependent":[64],"set":[65],"represented":[68],"a":[70,108,137,159,231],"directed":[71],"acyclic":[72],"graph,":[73],"on":[74,94,99,103,118,225],"heterogeneous":[75],"distributed":[76],"systems.":[77],"Because":[78],"its":[80,223],"good":[81],"performance":[82,127],"in":[83,105],"reducing":[84],"running":[87],"workflows,":[88],"it":[89,149,168],"now":[91],"widely":[92],"used":[93],"Grid":[96],"especially":[98],"cloud.":[101],"Based":[102],"HEFT,":[104,135],"this":[106],"study,":[107],"static":[109],"scheduling":[110],"algorithm":[111,221],"with":[121,128,192],"objective":[123],"improving":[125],"HEFT's":[126],"respect":[129],"criterion.":[133],"With":[134,154],"task":[138,160,210],"ready":[140,162,187],"scheduled,":[143],"resource":[145,196,206],"that":[146,167],"can":[147],"complete":[148],"earliest":[151,201],"selected.":[153],"proposed":[156],"method,":[157],"for":[163],"execution":[164],"we":[165,212],"assume":[166],"assigned":[170],"all":[172],"leased":[173],"executed.":[177],"Then":[178],"k":[179],"more":[180],"from":[182],"priority":[184],"queue":[185],"hypothetically":[190],"scheduled":[191],"HEFT":[193],"whichever":[195],"finishes":[197],"job":[199],"selected":[203],"run":[208],"which":[211],"started":[213],"with.":[214],"The":[215],"time":[216],"complexity":[217],"developed":[220],"ant":[222],"impact":[224],"reduction":[227],"number":[232],"real":[234],"reported.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
