{"id":"https://openalex.org/W4392667120","doi":"https://doi.org/10.1109/tnsm.2024.3375970","title":"Latency-Aware and Proactive Service Placement for Edge Computing","display_name":"Latency-Aware and Proactive Service Placement for Edge Computing","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4392667120","doi":"https://doi.org/10.1109/tnsm.2024.3375970"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2024.3375970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2024.3375970","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10466718.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10466718.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094121258","display_name":"Henda Sfaxi","orcid":"https://orcid.org/0000-0001-5272-640X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Henda Sfaxi","raw_affiliation_strings":["ReDCAD, ENIS, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0001-5272-640X","affiliations":[{"raw_affiliation_string":"ReDCAD, ENIS, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086856207","display_name":"Imene Lahyani","orcid":"https://orcid.org/0000-0002-9425-0160"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imene Lahyani","raw_affiliation_strings":["ReDCAD, ENIS, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-9425-0160","affiliations":[{"raw_affiliation_string":"ReDCAD, ENIS, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071740867","display_name":"Sami Yangui","orcid":"https://orcid.org/0000-0001-9756-642X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I190497903","display_name":"Laboratoire d'Analyse et d'Architecture des Syst\u00e8mes","ror":"https://ror.org/03vcm6439","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I193033237","https://openalex.org/I196454796","https://openalex.org/I205747304","https://openalex.org/I4210095849","https://openalex.org/I4210152422","https://openalex.org/I4210159245","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sami Yangui","raw_affiliation_strings":["LAAS-CNRS, Université de Toulouse, INSA Toulouse, Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0001-9756-642X","affiliations":[{"raw_affiliation_string":"LAAS-CNRS, Université de Toulouse, INSA Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I190497903","https://openalex.org/I196454796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023933973","display_name":"Mouna Torjmen","orcid":"https://orcid.org/0000-0002-5611-132X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mouna Torjmen","raw_affiliation_strings":["ReDCAD, ENIS, University of Sfax, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ReDCAD, ENIS, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3356,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.94619289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"4243","last_page":"4254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9954000115394592,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9783999919891357,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8322092294692993},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5187240242958069},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5054690837860107},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.47954341769218445},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39805060625076294},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3897871971130371},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19320133328437805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8322092294692993},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5187240242958069},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5054690837860107},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.47954341769218445},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39805060625076294},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3897871971130371},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19320133328437805}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnsm.2024.3375970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2024.3375970","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10466718.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04844095v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04844095","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/tnsm.2024.3375970","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tnsm.2024.3375970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2024.3375970","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10466718.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Network and Service Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392667120.pdf","grobid_xml":"https://content.openalex.org/works/W4392667120.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W73529795","https://openalex.org/W1966808540","https://openalex.org/W2018815836","https://openalex.org/W2069729888","https://openalex.org/W2085866051","https://openalex.org/W2133350412","https://openalex.org/W2181523240","https://openalex.org/W2343050074","https://openalex.org/W2529900280","https://openalex.org/W2562344159","https://openalex.org/W2570094311","https://openalex.org/W2626074815","https://openalex.org/W2761904027","https://openalex.org/W2786307928","https://openalex.org/W2786555354","https://openalex.org/W2798056406","https://openalex.org/W2888704015","https://openalex.org/W2890928364","https://openalex.org/W2893578545","https://openalex.org/W2903434459","https://openalex.org/W2918714081","https://openalex.org/W2919017393","https://openalex.org/W2953901595","https://openalex.org/W2962902647","https://openalex.org/W2963354108","https://openalex.org/W2963376050","https://openalex.org/W2967796838","https://openalex.org/W2980073220","https://openalex.org/W3010410179","https://openalex.org/W3016097478","https://openalex.org/W3037139504","https://openalex.org/W3045559265","https://openalex.org/W3125329045","https://openalex.org/W3126231714","https://openalex.org/W3128257365","https://openalex.org/W3164943027","https://openalex.org/W3197899274","https://openalex.org/W4241761867","https://openalex.org/W4247829154","https://openalex.org/W6748621875","https://openalex.org/W6796895488"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W2307385607","https://openalex.org/W1991205173","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Smart":[0],"IoT":[1],"devices":[2],"and":[3,26,49,56,70,77,111,140,202],"applications":[4],"in":[5,24,96,100],"smart":[6,97,120],"cities":[7],"exchange":[8,103],"important":[9],"real-time":[10,110],"information":[11],"with":[12,104,172],"their":[13,105],"environment.":[14],"However,":[15],"a":[16,60,65,84,133,146,162,175],"subset":[17,66],"of":[18,32,67,87,119,148,214,221],"these":[19,68],"systems":[20],"may":[21],"face":[22],"limitations":[23],"analyzing":[25],"processing":[27],"the":[28,54,88,168,189,196,203,212,215,219],"required":[29],"large":[30],"amounts":[31],"data":[33,102],"to":[34,43,53,74,108,160,195],"meet":[35,109],"ultra-low-latency":[36],"criteria.":[37],"This":[38,79,143,209],"limitation":[39],"could":[40],"be":[41],"attributed":[42],"factors":[44],"such":[45],"as":[46,115,174],"constrained":[47],"CPU":[48],"battery":[50],"resources.":[51],"Thanks":[52],"5G":[55],"edge":[57,75,130,164,226],"computing":[58],"capabilities,":[59],"viable":[61],"solution":[62],"involves":[63],"migrating":[64],"latency-sensitive":[69,112],"computationally":[71],"intensive":[72],"tasks":[73],"nodes":[76,131],"servers.":[78],"strategic":[80],"service":[81,125,149,206],"placement":[82],"ensures":[83,211],"safe":[85],"continuity":[86,213],"application.":[89],"In":[90],"this":[91],"paper,":[92],"autonomous":[93],"cars":[94],"operating":[95],"cities,":[98],"engaging":[99],"continuous":[101],"external":[106],"environment":[107],"requirements,":[113],"serve":[114],"an":[116],"illustrative":[117],"example":[118],"applications.":[121],"The":[122],"car\u2019s":[123,169],"decision":[124,170],"is":[126],"strategically":[127],"placed":[128,216],"on":[129,225],"through":[132],"proactive":[134,205],"(re)placement":[135,207],"approach":[136,144,210],"designed":[137],"for":[138,166,180],"dynamic":[139],"mobile":[141],"environments.":[142],"uses":[145],"quality":[147],"(QoS)":[150],"metric":[151],"prediction":[152],"degradation":[153],"module,":[154,171,217],"which":[155],"leverages":[156],"Exponential":[157],"smoothing":[158],"methods":[159],"identify":[161],"suitable":[163],"node":[165],"hosting":[167],"latency":[173],"key":[176],"criterion.":[177],"Multiple":[178],"configurations":[179],"outlier":[181],"detection":[182],"techniques":[183],"are":[184],"evaluated.":[185],"A":[186],"proof-of-concept":[187],"validates":[188],"chosen":[190],"model":[191],"by":[192],"comparing":[193],"it":[194],"AutoRegressive":[197],"Integrated":[198],"Moving":[199],"Average":[200],"(ARIMA)":[201],"proposed":[204],"approach.":[208],"suggesting":[218],"feasibility":[220],"locating":[222],"non-critical":[223],"modules":[224],"nodes.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}