{"id":"https://openalex.org/W2905287427","doi":"https://doi.org/10.1109/jiot.2018.2886757","title":"Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing","display_name":"Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing","publication_year":2018,"publication_date":"2018-12-14","ids":{"openalex":"https://openalex.org/W2905287427","doi":"https://doi.org/10.1109/jiot.2018.2886757","mag":"2905287427"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2886757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2886757","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5053526481","display_name":"Yuvraj Sahni","orcid":"https://orcid.org/0000-0003-4875-6950"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yuvraj Sahni","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740023","display_name":"Jiannong Cao","orcid":"https://orcid.org/0000-0002-2725-2529"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiannong Cao","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050067325","display_name":"Lei Yang","orcid":"https://orcid.org/0000-0002-8732-3675"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053526481"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":11.3077,"has_fulltext":false,"cited_by_count":134,"citation_normalized_percentile":{"value":0.98631188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"6","issue":"2","first_page":"3512","last_page":"3524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9973999857902527,"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":0.9754999876022339,"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":0.8989703059196472},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7369436025619507},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6670712232589722},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6041581034660339},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.584109902381897},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5432589650154114},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4749748110771179},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.44544070959091187},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4318726658821106},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.43143635988235474},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4261256754398346},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4224976599216461},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41126927733421326},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.36372900009155273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09025439620018005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8989703059196472},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7369436025619507},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6670712232589722},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6041581034660339},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.584109902381897},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5432589650154114},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4749748110771179},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.44544070959091187},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4318726658821106},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.43143635988235474},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4261256754398346},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4224976599216461},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41126927733421326},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.36372900009155273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09025439620018005},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2018.2886757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2886757","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/95608","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/95608","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G331123893","display_name":null,"funder_award_id":"2018YFB1004801","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1899021708","https://openalex.org/W1969299781","https://openalex.org/W1975947453","https://openalex.org/W1980415604","https://openalex.org/W2002449324","https://openalex.org/W2018333959","https://openalex.org/W2019033073","https://openalex.org/W2020079765","https://openalex.org/W2040734884","https://openalex.org/W2079269813","https://openalex.org/W2080587101","https://openalex.org/W2083954984","https://openalex.org/W2093387648","https://openalex.org/W2095668076","https://openalex.org/W2096110307","https://openalex.org/W2118436132","https://openalex.org/W2144155686","https://openalex.org/W2149294210","https://openalex.org/W2163395010","https://openalex.org/W2180200668","https://openalex.org/W2295725484","https://openalex.org/W2367400773","https://openalex.org/W2523568041","https://openalex.org/W2559266308","https://openalex.org/W2561715741","https://openalex.org/W2605945764","https://openalex.org/W2678047256","https://openalex.org/W2736555625","https://openalex.org/W2737770696","https://openalex.org/W2750337078","https://openalex.org/W2750871773","https://openalex.org/W2763866216","https://openalex.org/W2765671060","https://openalex.org/W3105535324","https://openalex.org/W4285719527","https://openalex.org/W6708237275"],"related_works":["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/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"The":[0],"recent":[1],"trend":[2],"in":[3,56,78,92,166,225],"the":[4,14,38,53,101,111,129,154,173,178,183,195],"Internet":[5],"of":[6,48,52,103,131,182,204,208],"Things":[7],"(IoT)":[8],"is":[9,60,113,198],"to":[10,20,26,61,67,75,99,142,159,176,220,222,230],"distribute":[11],"and":[12,40,70,82,145,163,206],"move":[13],"computation":[15,41],"from":[16],"centralized":[17],"cloud":[18],"devices":[19,22,66,117],"edge":[21,33,49,58,65,94,168],"which":[23,118,139],"are":[24,43,85,119],"closer":[25],"data":[27,39,105,112],"sources.":[28],"Researchers":[29],"have":[30,186],"proposed":[31,187],"collaborative":[32,57,93,167],"computing":[34,59],"for":[35],"IoT":[36],"where":[37,194],"tasks":[42,63,91,109,205],"shared":[44],"among":[45,64],"a":[46,188],"network":[47,136,143,164,209],"devices.":[50],"One":[51],"important":[54],"problems":[55],"schedule":[62,161],"minimize":[68,177],"latency":[69],"other":[71],"performance":[72],"metrics.":[73],"Compared":[74],"existing":[76,126],"works":[77,127],"wireless":[79],"sensor":[80],"networks":[81],"IoT,":[83],"there":[84],"two":[86],"additional":[87],"challenges":[88],"while":[89],"scheduling":[90,133,138,197],"computing.":[95,169],"First,":[96],"we":[97,152],"need":[98],"consider":[100],"transfer":[102],"input":[104],"required":[106],"by":[107,115,200],"different":[108,122],"as":[110,228],"generated":[114],"sensing":[116],"located":[120],"at":[121],"geographical":[123],"places.":[124],"Second,":[125],"solve":[128],"problem":[130,158,175],"task":[132,156,162,196],"without":[134],"considering":[135,201],"flow":[137],"can":[140],"lead":[141],"congestion":[144],"long":[146],"completion":[147,180,226],"times.":[148],"In":[149],"this":[150],"paper,":[151],"study":[153],"data-aware":[155],"allocation":[157],"jointly":[160],"flows":[165],"We":[170,185],"mathematically":[171],"model":[172],"joint":[174],"overall":[179],"time":[181,227],"application.":[184],"multistage":[189],"greedy":[190],"adjustment":[191,207],"(MSGA)":[192],"algorithm":[193],"done":[199,213],"both":[202],"placement":[203],"flows.":[210],"Performance":[211],"comparison":[212],"using":[214],"simulation":[215],"shows":[216],"that":[217],"MSGA":[218],"leads":[219],"up":[221],"27%":[223],"improvement":[224],"compared":[229],"benchmark":[231],"solutions.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":31},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":12}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
