{"id":"https://openalex.org/W4390971383","doi":"https://doi.org/10.1007/s10115-023-02048-5","title":"GA-based QOS-aware workflow scheduling of deadline tasks in grid computing","display_name":"GA-based QOS-aware workflow scheduling of deadline tasks in grid computing","publication_year":2024,"publication_date":"2024-01-18","ids":{"openalex":"https://openalex.org/W4390971383","doi":"https://doi.org/10.1007/s10115-023-02048-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-023-02048-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-023-02048-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-023-02048-5.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10115-023-02048-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027134031","display_name":"Moheb R. Girgis","orcid":"https://orcid.org/0000-0002-2159-6881"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Moheb R. Girgis","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Minia University, El-Minia, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Minia University, El-Minia, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006330454","display_name":"Tarek M. Mahmoud","orcid":"https://orcid.org/0000-0002-0309-8088"},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tarek M. Mahmoud","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Artificial Intelligence, Sadat City University, Sadat City, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Artificial Intelligence, Sadat City University, Sadat City, Egypt","institution_ids":["https://openalex.org/I338016083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111157176","display_name":"Hagar M. Azzam","orcid":null},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Hagar M. Azzam","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Minia University, El-Minia, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Minia University, El-Minia, Egypt","institution_ids":["https://openalex.org/I89466785"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111157176"],"corresponding_institution_ids":["https://openalex.org/I89466785"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.5539,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82480913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"66","issue":"5","first_page":"2859","last_page":"2884"},"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":0.9940000176429749,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8556293249130249},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7683351635932922},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6257463693618774},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5921106934547424},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5898430347442627},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.5834474563598633},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5732095241546631},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5313575863838196},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.504071831703186},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.18189284205436707},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1635408103466034},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1540149450302124},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11639037728309631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8556293249130249},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7683351635932922},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6257463693618774},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5921106934547424},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5898430347442627},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.5834474563598633},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5732095241546631},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5313575863838196},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.504071831703186},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.18189284205436707},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1635408103466034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1540149450302124},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11639037728309631},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-023-02048-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-023-02048-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-023-02048-5.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10115-023-02048-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10115-023-02048-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10115-023-02048-5.pdf","source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320327648","display_name":"Minia University","ror":"https://ror.org/02hcv4z63"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390971383.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1591590298","https://openalex.org/W1716671614","https://openalex.org/W2007783931","https://openalex.org/W2015856256","https://openalex.org/W2043321859","https://openalex.org/W2062902649","https://openalex.org/W2242676414","https://openalex.org/W2399105058","https://openalex.org/W2495349330","https://openalex.org/W2535525765","https://openalex.org/W2746746576","https://openalex.org/W2804141501","https://openalex.org/W2989280837","https://openalex.org/W3037073594","https://openalex.org/W3186411536","https://openalex.org/W3205779860"],"related_works":["https://openalex.org/W2375304607","https://openalex.org/W2391168633","https://openalex.org/W2353477037","https://openalex.org/W2385499106","https://openalex.org/W2110462752","https://openalex.org/W1574425962","https://openalex.org/W4310820052","https://openalex.org/W2354357087","https://openalex.org/W2352774566","https://openalex.org/W4243836028"],"abstract_inverted_index":{"Abstract":[0],"Grid":[1,39],"computing":[2,13,24],"is":[3,112,138,192],"the":[4,7,22,81,88,93,99,103,115,128,132,144,163,173,176,182,186,189,205,220,224,231,236],"aggregation":[5],"of":[6,9,57,62,70,118,131,154,157,175,198,234,238,243],"power":[8],"heterogeneous,":[10],"geographically":[11],"distributed":[12],"resources":[14],"to":[15,126,142,180,207],"provide":[16],"high-performance":[17],"computing.":[18],"To":[19],"benefit":[20],"from":[21],"grid":[23,50],"capabilities,":[25],"effectual":[26],"scheduling":[27,46],"algorithms":[28],"are":[29,106,122],"primarily":[30],"essential.":[31],"This":[32],"paper":[33,228],"presents":[34],"a":[35,67,109,155,166,195],"GA-based":[36,136],"approach,":[37],"called":[38],"Workflow":[40],"Tasks":[41],"Scheduling":[42],"Algorithm":[43],"(GWTSA),":[44],"for":[45,148],"workflow":[47,72,104,241],"tasks":[48,105],"on":[49,53],"services":[51],"based":[52],"users\u2019":[54],"QoS":[55],"(quality":[56],"service)":[58],"constraints":[59,95],"in":[60,140,185,223],"terms":[61],"cost":[63,214],"and":[64,84,124,188,200],"time.":[65],"For":[66],"given":[68],"set":[69,156],"inter-dependent":[71],"tasks,":[73],"it":[74],"generates":[75],"an":[76],"optimal":[77,116,145],"schedule,":[78],"which":[79,111],"minimizes":[80],"execution":[82,129,146],"time":[83,90,94,199],"cost,":[85,201],"such":[86],"that":[87,152],"optimized":[89],"be":[91],"within":[92],"(deadline)":[96],"imposed":[97],"by":[98,218],"user.":[100],"In":[101,160],"GWTSA,":[102],"modeled":[107],"as":[108,194],"DAG,":[110],"divided,":[113],"then":[114],"sub-schedules":[117],"all":[119],"task":[120,184],"divisions":[121],"computed":[123],"used":[125],"obtain":[127],"schedule":[130],"entire":[133],"workflow.":[134],"A":[135],"technique":[137],"employed":[139],"GWTSA":[141,239],"compute":[143],"sub-schedule":[147],"each":[149,170],"branch":[150,167],"division":[151],"consists":[153],"sequential":[158],"tasks.":[159],"this":[161,202],"technique,":[162],"chromosome":[164],"represents":[165],"division,":[168],"where":[169],"gene":[171],"holds":[172],"id":[174],"service":[177],"provider":[178],"chosen":[179],"execute":[181],"corresponding":[183],"branch;":[187],"fitness":[190,225],"function":[191,197],"formulated":[193],"multi-objective":[196],"gives":[203],"users":[204],"ability":[206],"determine":[208],"their":[209],"requirements":[210],"if":[211],"speed":[212],"against":[213],"or":[215],"vice":[216],"versa,":[217],"changing":[219],"weighting":[221],"coefficients":[222],"function.":[226],"The":[227],"also":[229],"exhibits":[230],"experimental":[232],"results":[233],"assessing":[235],"performance":[237],"with":[240],"samples":[242],"different":[244],"sizes.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}