{"id":"https://openalex.org/W4411845218","doi":"https://doi.org/10.1186/s13677-025-00757-6","title":"Dynamic scheduling strategies for cloud-based load balancing in parallel and distributed systems","display_name":"Dynamic scheduling strategies for cloud-based load balancing in parallel and distributed systems","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4411845218","doi":"https://doi.org/10.1186/s13677-025-00757-6"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-025-00757-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00757-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00757-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00757-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089704874","display_name":"Nasser Albalawi","orcid":"https://orcid.org/0000-0002-5948-4260"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Nasser S. Albalawi","raw_affiliation_strings":["Department of Computer Sciences, Northern Border University, Rafha, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Northern Border University, Rafha, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089704874"],"corresponding_institution_ids":["https://openalex.org/I118590987"],"apc_list":{"value":1490,"currency":"USD","value_usd":1490},"apc_paid":{"value":1490,"currency":"USD","value_usd":1490},"fwci":4.6814,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95078314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9894000291824341,"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":0.9894000291824341,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9405999779701233,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9064000248908997,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7631319761276245},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7033482789993286},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5698727369308472},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.5655300617218018},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4978621006011963},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4009864330291748},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14505621790885925},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.06781196594238281},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06748205423355103},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.055593639612197876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7631319761276245},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7033482789993286},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5698727369308472},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.5655300617218018},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4978621006011963},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4009864330291748},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14505621790885925},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.06781196594238281},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06748205423355103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.055593639612197876},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-025-00757-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00757-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00757-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:90b8688bea2d4b0e9acceac7e149b86a","is_oa":true,"landing_page_url":"https://doaj.org/article/90b8688bea2d4b0e9acceac7e149b86a","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 14, Iss 1, Pp 1-25 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-025-00757-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00757-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00757-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3898451163","display_name":null,"funder_award_id":"NBU-FFR-2025-1260-02","funder_id":"https://openalex.org/F4320328654","funder_display_name":"Northern Border University"}],"funders":[{"id":"https://openalex.org/F4320328654","display_name":"Northern Border University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411845218.pdf","grobid_xml":"https://content.openalex.org/works/W4411845218.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2880511493","https://openalex.org/W2974887589","https://openalex.org/W3003672536","https://openalex.org/W3039409693","https://openalex.org/W3112008338","https://openalex.org/W3126778401","https://openalex.org/W3135401386","https://openalex.org/W3152340686","https://openalex.org/W3156939233","https://openalex.org/W3175100006","https://openalex.org/W3175672129","https://openalex.org/W3204492588","https://openalex.org/W3212427147","https://openalex.org/W3213623964","https://openalex.org/W3217742787","https://openalex.org/W4205902144","https://openalex.org/W4206428338","https://openalex.org/W4226068549","https://openalex.org/W4226181111","https://openalex.org/W4283723416","https://openalex.org/W4285268500","https://openalex.org/W4286375445","https://openalex.org/W4286444577","https://openalex.org/W4294326352","https://openalex.org/W4313306267","https://openalex.org/W4313554993","https://openalex.org/W4318767620","https://openalex.org/W4377990891","https://openalex.org/W4381950930","https://openalex.org/W4385652445","https://openalex.org/W4385812754","https://openalex.org/W4387010587","https://openalex.org/W4389442963","https://openalex.org/W4392381655","https://openalex.org/W4396528786","https://openalex.org/W4399705354","https://openalex.org/W4402284933","https://openalex.org/W4404840367","https://openalex.org/W4405955147","https://openalex.org/W4407900284"],"related_works":["https://openalex.org/W3004117068","https://openalex.org/W2043284556","https://openalex.org/W3175372827","https://openalex.org/W2488220206","https://openalex.org/W2146301767","https://openalex.org/W191730236","https://openalex.org/W4384948837","https://openalex.org/W4312680855","https://openalex.org/W3191990038","https://openalex.org/W1524016490"],"abstract_inverted_index":{"Abstract":[0],"Actual":[1],"load":[2,43,69,173],"balancing":[3,70],"in":[4,63,71,113],"parallel":[5,74],"and":[6,18,34,41,49,73,152,180,209],"distributed":[7,72],"systems":[8,48],"ruins":[9],"a":[10,58],"serious":[11],"task":[12],"due":[13],"to":[14,26,31,52,66,90,110,146,170,217],"workloads\u2019":[15],"dynamic":[16,40,60,172],"nature":[17],"resource":[19,35],"availability.":[20],"Existing":[21],"scheduling":[22,61,132],"procedures":[23,125],"continually":[24],"fail":[25],"regulate":[27],"real-time":[28],"alterations,":[29],"leading":[30],"suboptimal":[32],"performance":[33],"underutilization.":[36],"Our":[37],"study":[38],"validates":[39],"effective":[42],"distribution":[44],"by":[45,81,100],"combining":[46],"novel":[47],"optimization":[50],"techniques":[51],"handle":[53],"these":[54],"issues.":[55],"We":[56],"utilize":[57],"comprehensive":[59],"approach":[62],"this":[64,77,157],"work":[65],"provide":[67],"efficient":[68],"systems.":[75],"In":[76],"example,":[78],"we":[79,162],"start":[80],"using":[82,178],"Round-Robin":[83],"Allocation":[84],"with":[85,139],"Sunflower":[86],"Whale":[87],"Optimization":[88],"(RRA-SWO)":[89],"perform":[91],"an":[92],"allocation":[93,96],"procedure.":[94],"The":[95,115,135],"step":[97],"is":[98,108,133,143,158],"followed":[99],"the":[101,122,130,164],"Hybrid":[102],"Ant":[103],"Genetic":[104],"Algorithm":[105,138],"(HAGA),":[106],"which":[107],"used":[109,145],"schedule":[111],"tasks":[112],"parallel.":[114],"Least":[116,165],"Response":[117,192],"Time":[118,193],"(LRT)":[119],"technique":[120,169],"for":[121],"Load":[123,150],"Monitoring":[124],"will":[126],"be":[127],"developed":[128],"once":[129],"job":[131],"complete.":[134],"Harmony":[136],"Search":[137],"Linear":[140],"Regression":[141],"(LR-HSA)":[142],"then":[144],"do":[147,171],"Distributed":[148],"Computing-based":[149],"Prediction":[151],"Adjustment.":[153],"Alongside":[154],"ongoing":[155],"observation,":[156],"carried":[159],"out.":[160],"Finally,":[161],"use":[163],"Recently":[166],"Used":[167],"(LRU)":[168],"balancing.":[174],"Performance":[175],"evaluations":[176],"are":[177,214],"CloudSim":[179],"NetBeans":[181],"12.3,":[182],"metrics":[183],"like":[184],"Packet":[185],"Delivery":[186],"Ratio":[187],"at":[188,194,200,206,211],"98":[189],"(%),":[190,202,208],"Average":[191],"65":[195],"(s),":[196],"Task":[197],"Success":[198],"Rate":[199,205],"95":[201],"Memory":[203],"Utilization":[204],"80":[207],"Throughput":[210],"97":[212],"(%)":[213],"all":[215],"analyzed":[216],"validate":[218],"our":[219],"strategy.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}