{"id":"https://openalex.org/W4406457742","doi":"https://doi.org/10.1109/access.2025.3530860","title":"Hybrid Henry Gas-Harris Hawks Comprehensive-Opposition Algorithm for Task Scheduling in Cloud Computing","display_name":"Hybrid Henry Gas-Harris Hawks Comprehensive-Opposition Algorithm for Task Scheduling in Cloud Computing","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406457742","doi":"https://doi.org/10.1109/access.2025.3530860"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3530860","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3530860","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3530860","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063520693","display_name":"Nora Omran Alkaam","orcid":"https://orcid.org/0009-0008-5223-5297"},"institutions":[{"id":"https://openalex.org/I4210128557","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/03m5ehy13","country_code":"IQ","type":"government","lineage":["https://openalex.org/I4210128557"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Nora Omran Alkaam","raw_affiliation_strings":["Iraqi Ministry of Higher Education and Scientific Research, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0009-0008-5223-5297","affiliations":[{"raw_affiliation_string":"Iraqi Ministry of Higher Education and Scientific Research, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210128557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034702727","display_name":"Abu Bakar Md Sultan","orcid":"https://orcid.org/0000-0002-8962-0112"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abu Bakar Md Sultan","raw_affiliation_strings":["Department of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","Dept. of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-8962-0112","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Dept. of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035940463","display_name":"Masnida Hussin","orcid":"https://orcid.org/0000-0003-1063-8502"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Masnida B. Hussin","raw_affiliation_strings":["Department of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","Dept. of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1063-8502","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Dept. of Software Engineering and Information System, Universiti Putra Malaysia, Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069511968","display_name":"Khaironi Yatim Sharif","orcid":"https://orcid.org/0000-0003-3894-1773"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khaironi Yatim Sharif","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","Universiti Teknologi, petronas, Seri Iskandar, Perak, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-3894-1773","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Universiti Teknologi, petronas, Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.7382,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9810716,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"12956","last_page":"12965"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.6862000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.6862000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.6305000185966492,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.6116999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6903163194656372},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.639437735080719},{"id":"https://openalex.org/keywords/opposition","display_name":"Opposition (politics)","score":0.5116482377052307},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4328908324241638},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3780461847782135},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33412569761276245},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32094621658325195},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21785256266593933},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2121737003326416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11651653051376343},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.07178431749343872},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.0659525990486145}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903163194656372},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.639437735080719},{"id":"https://openalex.org/C2780668109","wikidata":"https://www.wikidata.org/wiki/Q192852","display_name":"Opposition (politics)","level":3,"score":0.5116482377052307},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4328908324241638},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3780461847782135},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33412569761276245},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32094621658325195},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21785256266593933},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2121737003326416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11651653051376343},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.07178431749343872},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0659525990486145},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3530860","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3530860","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:630039caaef84b8186b8e9e7edeaff85","is_oa":true,"landing_page_url":"https://doaj.org/article/630039caaef84b8186b8e9e7edeaff85","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 12956-12965 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3530860","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3530860","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2806060259","https://openalex.org/W2962872331","https://openalex.org/W3003309554","https://openalex.org/W3011208829","https://openalex.org/W3038974397","https://openalex.org/W3048247980","https://openalex.org/W3082088321","https://openalex.org/W3094264489","https://openalex.org/W3096308392","https://openalex.org/W3101294809","https://openalex.org/W3114411224","https://openalex.org/W3120254333","https://openalex.org/W3158756625","https://openalex.org/W3159343070","https://openalex.org/W3163481226","https://openalex.org/W3176678026","https://openalex.org/W3181359062","https://openalex.org/W3186038914","https://openalex.org/W3207442676","https://openalex.org/W3212779344","https://openalex.org/W4214634366","https://openalex.org/W4221101703","https://openalex.org/W4289920967","https://openalex.org/W4293194057","https://openalex.org/W4293385784","https://openalex.org/W4310563520","https://openalex.org/W4318014829","https://openalex.org/W4386519031","https://openalex.org/W4387010587","https://openalex.org/W4388002888","https://openalex.org/W4389924502","https://openalex.org/W4392295889","https://openalex.org/W4394862976"],"related_works":["https://openalex.org/W182058443","https://openalex.org/W2490768301","https://openalex.org/W3171504412","https://openalex.org/W2478458548","https://openalex.org/W2490610300","https://openalex.org/W39094661","https://openalex.org/W4386380567","https://openalex.org/W4361003648","https://openalex.org/W2025955409","https://openalex.org/W1577301438"],"abstract_inverted_index":{"Users":[0],"can":[1,59],"use":[2],"online":[3],"data":[4],"computing":[5,15,25,57],"services":[6],"and":[7,33,65,107,139,179,191,204,210,239],"computational":[8],"resources":[9],"from":[10,243],"a":[11,20,118,235],"distance":[12],"in":[13,122,233,246],"cloud":[14,24,56],"environments.":[16],"Task":[17],"scheduling":[18],"is":[19,86,98],"crucial":[21],"part":[22],"of":[23,31,80,130,136,164,188,213,222,229],"since":[26],"it":[27,45,153,185],"necessitates":[28],"the":[29,89,128,146,161,165,176,198,207,214,227],"creation":[30],"dependable":[32],"effective":[34,148],"techniques":[35],"for":[36],"allocating":[37],"tasks":[38],"to":[39,50,126,155],"resources.":[40,51],"To":[41,70],"achieve":[42],"optimal":[43],"performance,":[44],"requires":[46],"accurate":[47],"task":[48,54],"allocation":[49],"By":[52],"optimizing":[53],"scheduling,":[55],"solutions":[58],"decrease":[60],"processing":[61],"times,":[62],"boost":[63],"efficiency,":[64],"improve":[66,127,156],"overall":[67,162],"system":[68],"performance.":[69],"address":[71],"these":[72],"challenges,":[73],"this":[74,123],"paper":[75],"proposes":[76],"an":[77,141],"improved":[78],"version":[79],"Henry":[81,90],"gas":[82],"solubility":[83],"optimization,":[84],"which":[85,159],"presented":[87],"as":[88,117],"Gas-Harris":[91],"Hawks-Comprehensive":[92],"Opposition":[93],"(HGHHC)":[94],"method.":[95],"This":[96,150,225],"method":[97,151],"based":[99],"on":[100,175],"two":[101],"elements:":[102],"comprehensive":[103],"opposition-based":[104],"learning":[105],"(COBL)":[106],"Harris":[108],"Hawks":[109],"Optimization":[110],"(HHO).":[111],"The":[112,168],"HHO":[113],"algorithm":[114,125,217],"was":[115,171],"employed":[116],"local":[119,247],"search":[120],"strategy":[121],"suggested":[124,169],"quality":[129],"authorized":[131],"solutions.":[132],"Through":[133],"meticulous":[134],"analysis":[135],"their":[137],"opposites":[138],"selecting":[140],"efficient":[142],"option,":[143],"COBL":[144],"improves":[145],"less":[147],"options.":[149],"made":[152],"easier":[154],"insufficient":[157],"solutions,":[158],"increased":[160],"effectiveness":[163,228],"chosen":[166],"strategies.":[167],"technique":[170],"tested":[172],"using":[173],"CloudSim":[174],"NASA,":[177],"HPC2N,":[178],"Synthetic":[180],"datasets.":[181],"For":[182],"makespan":[183,209],"(MKS),":[184],"achieved":[186],"performance":[187],"34.30,":[189],"72.95,":[190],"28.67,":[192],"respectively.":[193],"Regarding":[194],"resource":[195,211],"utilization":[196],"(RU),":[197],"corresponding":[199],"values":[200],"were":[201,218],"16.92,":[202],"28.72,":[203],"25.58.":[205],"Therefore,":[206],"simulated":[208],"usage":[212],"proposed":[215],"HGHHC":[216],"better":[219],"than":[220],"those":[221],"previous":[223],"approaches.":[224],"highlights":[226],"hybrid":[230],"meta-heuristic":[231],"algorithms":[232],"achieving":[234],"balance":[236],"between":[237],"exploration":[238],"exploitation,":[240],"preventing":[241],"them":[242],"getting":[244],"stuck":[245],"optima.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}