{"id":"https://openalex.org/W4285813806","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824299","title":"Worker Resource Characterization Under Dynamic Usage in Multi-access Edge Computing","display_name":"Worker Resource Characterization Under Dynamic Usage in Multi-access Edge Computing","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813806","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824299"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824299","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-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/A5018518815","display_name":"Ruslan Kain","orcid":"https://orcid.org/0000-0003-1199-1850"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ruslan Kain","raw_affiliation_strings":["School of Computing, Queen&#x0027;s University,Kingston,ON,Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing, Queen&#x0027;s University,Kingston,ON,Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034181427","display_name":"Sameh Sorour","orcid":"https://orcid.org/0000-0002-3936-7833"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sameh Sorour","raw_affiliation_strings":["School of Computing, Queen&#x0027;s University,Kingston,ON,Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing, Queen&#x0027;s University,Kingston,ON,Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018518815"],"corresponding_institution_ids":["https://openalex.org/I204722609"],"apc_list":null,"apc_paid":null,"fwci":0.8648,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66129032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1070","last_page":"1075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T13553","display_name":"Age of Information Optimization","score":0.996999979019165,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8330181837081909},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6231547594070435},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6113660931587219},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6045863032341003},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.558984637260437},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5284321904182434},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5185314416885376},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5128576755523682},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4837105870246887},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4677325189113617},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.43300557136535645},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3676127791404724},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3406224846839905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09612557291984558},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07758253812789917},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07265743613243103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8330181837081909},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6231547594070435},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6113660931587219},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6045863032341003},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.558984637260437},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5284321904182434},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5185314416885376},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5128576755523682},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4837105870246887},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4677325189113617},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.43300557136535645},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3676127791404724},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3406224846839905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09612557291984558},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07758253812789917},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07265743613243103},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824299","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G7803643318","display_name":null,"funder_award_id":"ALLRP 549919-20","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2403713996","https://openalex.org/W2614320769","https://openalex.org/W2615459164","https://openalex.org/W2749647640","https://openalex.org/W2751904527","https://openalex.org/W2806583692","https://openalex.org/W2885657717","https://openalex.org/W2945341858","https://openalex.org/W2967529434","https://openalex.org/W2987084653","https://openalex.org/W2999585691","https://openalex.org/W3015564558","https://openalex.org/W3039775075","https://openalex.org/W3047825568","https://openalex.org/W3100344569","https://openalex.org/W3102441862","https://openalex.org/W3110974438","https://openalex.org/W3172018708","https://openalex.org/W3177095755","https://openalex.org/W4289147229","https://openalex.org/W4297687186","https://openalex.org/W6729007826","https://openalex.org/W6756756286"],"related_works":["https://openalex.org/W1939996075","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W2118113972"],"abstract_inverted_index":{"Multi-access":[0],"Edge":[1,8,52],"Computing":[2],"(MEC),":[3],"also":[4],"known":[5],"as":[6,14,56],"Mobile":[7],"Computing,":[9],"has":[10,38],"gained":[11],"significant":[12,177],"momentum":[13],"a":[15,144,168,198],"key":[16],"facilitator":[17],"of":[18,22,36,50,90,151,188],"the":[19,33,44,88,110,117,130,149,157,162],"stringent":[20],"Quality":[21],"Service":[23],"(QoS)":[24],"requirements":[25],"associated":[26],"with":[27,87],"delay-sensitive":[28],"and":[29,59,68,105,128,138,161,183,191,207],"data-intensive":[30],"applications.":[31],"Recently,":[32],"advantageous":[34],"nature":[35],"MEC":[37],"been":[39],"further":[40],"enriched":[41],"by":[42,155],"leveraging":[43],"latent":[45],"yet":[46],"underused":[47],"computational":[48,99],"resources":[49,150],"Extreme":[51],"Devices":[53],"(EEDs),":[54],"such":[55],"smartphones,":[57],"tablets,":[58],"autonomous":[60],"vehicles.":[61],"However,":[62],"EEDs":[63,152],"are":[64],"typically":[65],"user-owned":[66],"devices,":[67],"thus":[69,108],"have":[70],"dynamic":[71],"resource":[72,106,136,158,205],"usage":[73,159],"behavior":[74],"since":[75],"users":[76],"dynamically":[77],"navigate":[78],"through":[79],"various":[80],"applications":[81],"on":[82],"their":[83,98],"devices.":[84],"This,":[85],"along":[86],"heterogeneity":[89],"EEDs,":[91],"makes":[92],"it":[93],"harder":[94],"to":[95,124,133,147,197],"accurately":[96],"estimate":[97],"capabilities,":[100],"drastically":[101],"affecting":[102],"task":[103,192],"allocation":[104],"utilization,":[107],"increasing":[109],"delay.":[111,141,210],"In":[112],"this":[113,126],"paper,":[114],"we":[115],"propose":[116],"Usage-based":[118],"WOrker":[119],"Resource":[120],"Characterization":[121],"(U-WORC)":[122],"scheme":[123,200],"alleviate":[125],"problem":[127],"address":[129],"issues":[131],"related":[132],"device":[134],"heterogeneity,":[135],"contention,":[137],"network":[139,208],"communication":[140,209],"U-WORC":[142,175],"presents":[143],"prediction-based":[145],"approach":[146],"characterize":[148],"(i.e.,":[153],"workers)":[154],"clustering":[156],"information":[160],"corresponding":[163],"execution":[164,193],"time":[165],"while":[166],"running":[167],"benchmark":[169],"task.":[170],"Performance":[171],"evaluation":[172],"shows":[173],"that":[174,179,201],"yields":[176],"improvements":[178],"reach":[180],"91.42":[181],"%":[182,185],"38.8":[184],"in":[186],"terms":[187],"characterization":[189],"accuracy":[190],"time,":[194],"respectively,":[195],"compared":[196],"prominent":[199],"does":[202],"not":[203],"consider":[204],"contention":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
