{"id":"https://openalex.org/W7135024786","doi":"https://doi.org/10.1177/00375497261428106","title":"A simulation-driven methodology to optimize cloud-edge computing for scalable heterogeneous systems","display_name":"A simulation-driven methodology to optimize cloud-edge computing for scalable heterogeneous systems","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7135024786","doi":"https://doi.org/10.1177/00375497261428106"},"language":"en","primary_location":{"id":"doi:10.1177/00375497261428106","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497261428106","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-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/A5128886912","display_name":"Md Raihan Uddin","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Raihan Uddin","raw_affiliation_strings":["Electrical and Computer Engineering Department, Wichita State University, USA"],"raw_orcid":"https://orcid.org/0009-0007-8564-2748","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Wichita State University, USA","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089499575","display_name":"Abu Asaduzzaman","orcid":"https://orcid.org/0000-0002-5041-1575"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abu Asaduzzaman","raw_affiliation_strings":["Electrical and Computer Engineering Department, Wichita State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Wichita State University, USA","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114156114","display_name":"Christian C. Thompson","orcid":null},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian C Thompson","raw_affiliation_strings":["Electrical and Computer Engineering Department, Wichita State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Wichita State University, USA","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052845202","display_name":"Fadi N. Sibai","orcid":"https://orcid.org/0000-0002-9677-8911"},"institutions":[{"id":"https://openalex.org/I179311214","display_name":"Gulf University for Science & Technology","ror":"https://ror.org/04d9rzd67","country_code":"KW","type":"education","lineage":["https://openalex.org/I179311214"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Fadi N Sibai","raw_affiliation_strings":["College of Engineering and Architecture, Gulf University of Science and Technology, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Architecture, Gulf University of Science and Technology, Kuwait","institution_ids":["https://openalex.org/I179311214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128886912"],"corresponding_institution_ids":["https://openalex.org/I39587148"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37701591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"102","issue":"5","first_page":"347","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5756000280380249,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5756000280380249,"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":0.3084999918937683,"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/T14347","display_name":"Big Data and Digital Economy","score":0.03660000115633011,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8422999978065491},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7817999720573425},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7035999894142151},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5945000052452087},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5083000063896179},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.4837999939918518},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4690000116825104},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4474000036716461}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8422999978065491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8065999746322632},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7817999720573425},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7035999894142151},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6784999966621399},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5945000052452087},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.4837999939918518},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4690000116825104},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4474000036716461},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.39089998602867126},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36570000648498535},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.3084999918937683},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.262800008058548}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/00375497261428106","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497261428106","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:soar.wichita.edu:10057/55712","is_oa":false,"landing_page_url":"https://hdl.handle.net/10057/55712","pdf_url":null,"source":{"id":"https://openalex.org/S4306401479","display_name":"Holmes Museum Of Anthropology (Wichita State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39587148","host_organization_name":"Wichita State University","host_organization_lineage":["https://openalex.org/I39587148"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simulation","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4046045243740082,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1911371097","https://openalex.org/W1964488624","https://openalex.org/W2025397485","https://openalex.org/W2045287414","https://openalex.org/W2054959501","https://openalex.org/W2063930612","https://openalex.org/W2071056244","https://openalex.org/W2098836777","https://openalex.org/W2115023685","https://openalex.org/W2123321856","https://openalex.org/W2146026485","https://openalex.org/W2149294210","https://openalex.org/W2332681267","https://openalex.org/W2336677785","https://openalex.org/W2414114959","https://openalex.org/W2416799949","https://openalex.org/W2462955848","https://openalex.org/W2481571659","https://openalex.org/W2532324861","https://openalex.org/W2561715741","https://openalex.org/W2765386572","https://openalex.org/W2892934273","https://openalex.org/W2903836693","https://openalex.org/W2906981918","https://openalex.org/W2911494248","https://openalex.org/W2912978522","https://openalex.org/W2920054549","https://openalex.org/W2985288661","https://openalex.org/W2985414417","https://openalex.org/W2987325922","https://openalex.org/W2990761241","https://openalex.org/W2998895235","https://openalex.org/W3003217422","https://openalex.org/W3013404039","https://openalex.org/W3015996694","https://openalex.org/W3084187648","https://openalex.org/W3105504538","https://openalex.org/W3107039251","https://openalex.org/W3161037238","https://openalex.org/W3163488673","https://openalex.org/W3214904466","https://openalex.org/W3215996490","https://openalex.org/W4286540929","https://openalex.org/W4294811324","https://openalex.org/W4382656719","https://openalex.org/W4386366798","https://openalex.org/W4392381655","https://openalex.org/W4394712922","https://openalex.org/W4394845768","https://openalex.org/W4397026446","https://openalex.org/W4400912802","https://openalex.org/W4401070340","https://openalex.org/W4402571136","https://openalex.org/W4403314992","https://openalex.org/W4403391133"],"related_works":[],"abstract_inverted_index":{"The":[0,83,165,204],"rapid":[1],"growth":[2],"of":[3,68,238],"connected":[4],"devices":[5,21,76],"and":[6,70,105,110,141,146,149,160,175,181,195,212,223,245],"associated":[7],"data":[8,126],"has":[9],"increased":[10],"pressure":[11],"on":[12],"cloud-edge":[13],"infrastructures,":[14],"where":[15],"cloud":[16],"servers":[17,72],"(CSs)":[18],"saturate":[19],"as":[20,45],"scale.":[22],"Most":[23],"existing":[24],"studies":[25],"minimize":[26],"execution":[27,189],"time":[28,190],"but":[29],"overlook":[30],"system":[31,129],"scalability,":[32],"while":[33,187],"many":[34],"simulation":[35],"tools":[36],"are":[37],"unable":[38],"to":[39,77,92,99,101,112,177,193,200,216],"model":[40],"how":[41],"performance":[42],"bottlenecks":[43],"evolve":[44],"systems":[46,240],"grow.":[47],"In":[48],"this":[49],"work,":[50],"we":[51],"propose":[52],"a":[53,231],"server":[54],"capacity-driven":[55],"methodology":[56,84,229],"using":[57,135],"the":[58,66,88,128,236],"VisualSim":[59],"simulator":[60],"that":[61,169],"improves":[62],"scalability":[63,237],"by":[64,86,122,191,198],"reducing":[65,188],"utilization":[67],"CSs":[69,89,109],"edge":[71],"(ESs),":[73],"enabling":[74],"additional":[75,114],"be":[78],"supported":[79],"without":[80],"infrastructure":[81],"upgrades.":[82],"progresses":[85],"saturating":[87],"with":[90,143],"computations":[91,98,107],"evaluate":[93],"their":[94,103],"maximum":[95],"capacity,":[96],"offloading":[97],"ESs":[100,111],"assess":[102],"limits,":[104],"distributing":[106],"across":[108],"achieve":[113],"headroom":[115],"for":[116,130,202,234],"computations.":[117],"Scalability":[118],"is":[119,133],"then":[120],"measured":[121],"integrating":[123],"new":[124],"device":[125,184],"into":[127],"processing.":[131],"It":[132],"evaluated":[134],"three":[136],"heterogeneous":[137],"systems:":[138],"System-1,":[139,173],"System-2,":[140,174],"System-3":[142,176],"20,":[144],"30,":[145],"40":[147],"devices,":[148],"compared":[150],"against":[151],"Greedy":[152,209],"Earliest":[153],"Finish":[154],"Time":[155],"(EFT),":[156],"Genetic":[157],"Algorithm":[158],"(GA),":[159],"Particle":[161],"Swarm":[162],"Optimization":[163],"(PSO).":[164],"experimental":[166],"results":[167],"show":[168],"our":[170],"method":[171,206],"enables":[172],"process":[178],"66.67%,":[179],"62.50%,":[180],"60%":[182],"more":[183],"data,":[185],"respectively,":[186],"up":[192,199,215],"48.40%":[194],"energy":[196,221],"consumption":[197],"12.50%":[201],"System-3.":[203],"proposed":[205],"consistently":[207],"outperforms":[208],"EFT,":[210],"GA,":[211],"PSO,":[213],"achieving":[214],"40%":[217],"faster":[218],"execution,":[219],"16%":[220],"savings,":[222],"7%":[224],"lower":[225],"CS":[226],"utilization.":[227],"This":[228],"offers":[230],"generalizable":[232],"approach":[233],"analyzing":[235],"complex":[239],"used":[241],"in":[242],"defense,":[243],"healthcare,":[244],"other":[246],"fields.":[247]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-13T00:00:00"}