{"id":"https://openalex.org/W3010948243","doi":"https://doi.org/10.1109/access.2020.2979970","title":"A Simulation-Based Optimization Approach for Reliability-Aware Service Composition in Edge Computing","display_name":"A Simulation-Based Optimization Approach for Reliability-Aware Service Composition in Edge Computing","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010948243","doi":"https://doi.org/10.1109/access.2020.2979970","mag":"3010948243"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2979970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032180.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09032180.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076273885","display_name":"Jiwei Huang","orcid":"https://orcid.org/0000-0001-5220-6703"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwei Huang","raw_affiliation_strings":["Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","Department of Computer Science and Technology, China University of Petroleum, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5220-6703","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]},{"raw_affiliation_string":"Department of Computer Science and Technology, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025124466","display_name":"Jingyu Liang","orcid":"https://orcid.org/0000-0002-4603-0585"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Liang","raw_affiliation_strings":["Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","Department of Computer Science and Technology, China University of Petroleum, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]},{"raw_affiliation_string":"Department of Computer Science and Technology, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026401762","display_name":"Sikandar Ali","orcid":"https://orcid.org/0000-0002-2753-8615"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sikandar Ali","raw_affiliation_strings":["Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","Department of Computer Science and Technology, China University of Petroleum, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2753-8615","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Petroleum Data Mining, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]},{"raw_affiliation_string":"Department of Computer Science and Technology, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204553293"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8165,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90466747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"50355","last_page":"50366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9937000274658203,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9937000274658203,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8288328647613525},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6942548751831055},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.649857759475708},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6341480016708374},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5899819135665894},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5354077816009521},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5217307806015015},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4166107475757599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1366918981075287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8288328647613525},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6942548751831055},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.649857759475708},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6341480016708374},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5899819135665894},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5354077816009521},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5217307806015015},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4166107475757599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1366918981075287},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2979970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032180.pdf","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:pure.atira.dk:openaire/ec7e29a5-12a5-4347-948d-3c40a8cd2452","is_oa":true,"landing_page_url":"https://research-portal.uws.ac.uk/en/publications/ec7e29a5-12a5-4347-948d-3c40a8cd2452","pdf_url":"https://myresearchspace.uws.ac.uk/ws/files/76055188/2020_03_08_Huang_et_al_Simulation_final.pdf","source":{"id":"https://openalex.org/S4306402572","display_name":"The UWS Academic Portal (University of the West of Scotland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I868834043","host_organization_name":"University of the West of Scotland","host_organization_lineage":["https://openalex.org/I868834043"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Huang, J, Liang, J & Ali, S 2020, 'A simulation-based optimization approach for reliability-aware service composition in edge computing', IEEE Access, vol. 8, pp. 50355-50366. https://doi.org/10.1109/ACCESS.2020.2979970","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:0a7c292ee81c4972a6a37d13fd3cfe27","is_oa":true,"landing_page_url":"https://doaj.org/article/0a7c292ee81c4972a6a37d13fd3cfe27","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 8, Pp 50355-50366 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2979970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2979970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09032180.pdf","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":[{"id":"https://openalex.org/G1908161038","display_name":null,"funder_award_id":"2462018YJRC040","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3088659425","display_name":null,"funder_award_id":"2462020YJRC001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3232405269","display_name":null,"funder_award_id":"2462018YJRC040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G446257232","display_name":null,"funder_award_id":"2462020YJRC001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6173533295","display_name":null,"funder_award_id":"4202066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G630951233","display_name":null,"funder_award_id":"4202066","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G7265731691","display_name":null,"funder_award_id":"61972414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010948243.pdf","grobid_xml":"https://content.openalex.org/works/W3010948243.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1554780162","https://openalex.org/W1965040190","https://openalex.org/W1966100307","https://openalex.org/W1998061448","https://openalex.org/W2031674781","https://openalex.org/W2040262586","https://openalex.org/W2040847553","https://openalex.org/W2061860832","https://openalex.org/W2073262880","https://openalex.org/W2172041433","https://openalex.org/W2240532643","https://openalex.org/W2343504756","https://openalex.org/W2441111165","https://openalex.org/W2472413865","https://openalex.org/W2545320446","https://openalex.org/W2547727199","https://openalex.org/W2594563654","https://openalex.org/W2617370571","https://openalex.org/W2623172415","https://openalex.org/W2623499016","https://openalex.org/W2740351637","https://openalex.org/W2754159779","https://openalex.org/W2765798877","https://openalex.org/W2789986657","https://openalex.org/W2791328896","https://openalex.org/W2886610257","https://openalex.org/W2890982637","https://openalex.org/W2891812095","https://openalex.org/W2891834475","https://openalex.org/W2893502507","https://openalex.org/W2899296392","https://openalex.org/W2906687478","https://openalex.org/W2914261331","https://openalex.org/W2919101414","https://openalex.org/W2948851896","https://openalex.org/W2952027602","https://openalex.org/W2964602166","https://openalex.org/W2981971579","https://openalex.org/W2999501513","https://openalex.org/W3010461256","https://openalex.org/W3014610035","https://openalex.org/W4237764337"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"With":[0,41],"the":[1,27,31,34,42,52,70,91,127,143,162,186,189,201,205,208],"prevalence":[2],"of":[3,5,26,33,44,69,129,164,188,207],"Internet":[4],"Things":[6],"(IoT),":[7],"edge":[8,32,47,62,131],"computing":[9,15,21,48,63,76,132],"has":[10],"emerged":[11],"as":[12,67],"a":[13,110],"novel":[14],"model":[16,165],"for":[17,36,114,125,172],"optimizing":[18],"traditional":[19],"cloud":[20],"systems":[22,49,149],"by":[23,108],"moving":[24],"part":[25],"computational":[28],"tasks":[29],"to":[30,160,183],"network":[35],"better":[37],"performance":[38,173],"and":[39,58,87,93,134,175,177,200],"security.":[40],"technique":[43,157,180],"services":[45,75],"computing,":[46],"can":[50],"accommodate":[51],"application":[53],"requirements":[54],"with":[55],"more":[56],"agility":[57],"flexibility.":[59],"In":[60,97],"large-scale":[61,148],"systems,":[64,133],"service":[65,116,152],"composition":[66],"one":[68],"most":[71],"important":[72],"problems":[73],"in":[74,90,147],"suffers":[77],"from":[78],"several":[79],"new":[80],"challenges,":[81],"i.e.,":[82],"complex":[83,151],"layered":[84],"architecture,":[85],"failures":[86],"recoveries":[88],"always":[89],"lifecycle,":[92],"search":[94,190],"space":[95],"explosion.":[96],"this":[98],"paper,":[99],"we":[100,193],"make":[101],"an":[102],"attempt":[103],"at":[104],"addressing":[105],"these":[106],"challenges":[107],"designing":[109],"simulation-based":[111],"optimization":[112,179],"approach":[113],"reliability-aware":[115],"composition.":[117],"Composite":[118],"stochastic":[119],"Petri":[120],"net":[121],"models":[122],"are":[123,170],"proposed":[124],"formulating":[126],"dynamics":[128],"multi-layered":[130],"their":[135],"corresponding":[136],"quantitative":[137],"analysis":[138],"is":[139,158,181],"conducted.":[140],"To":[141],"solve":[142],"state":[144],"explosion":[145],"problem":[146],"or":[150],"processes,":[153],"time":[154],"scale":[155],"decomposition":[156],"applied":[159],"improving":[161],"efficiency":[163],"solving.":[166],"Additionally,":[167],"simulation":[168],"schemes":[169],"designed":[171],"evaluation":[174],"optimization,":[176],"ordinal":[178],"introduced":[182],"significantly":[184],"reduce":[185],"size":[187],"space.":[191],"Finally,":[192],"conduct":[194],"experiments":[195],"based":[196],"on":[197],"real-life":[198],"data,":[199],"empirical":[202],"results":[203],"validate":[204],"efficacy":[206],"approach.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
