{"id":"https://openalex.org/W7117932905","doi":"https://doi.org/10.1109/milcom64451.2025.11310381","title":"Edge Server Monitoring for Job Assignment","display_name":"Edge Server Monitoring for Job Assignment","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W7117932905","doi":"https://doi.org/10.1109/milcom64451.2025.11310381"},"language":null,"primary_location":{"id":"doi:10.1109/milcom64451.2025.11310381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5121727246","display_name":"Samuel Chamoun","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Chamoun","raw_affiliation_strings":["Auburn University,Department of ECE,Auburn,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University,Department of ECE,Auburn,AL,USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102622932","display_name":"Sirin Chakraborty","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sirin Chakraborty","raw_affiliation_strings":["Auburn University,Department of ECE,Auburn,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University,Department of ECE,Auburn,AL,USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072439814","display_name":"Eric Graves","orcid":"https://orcid.org/0000-0002-4453-9134"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Graves","raw_affiliation_strings":["DEVCOM Army Research Laboratory,Adelphi,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory,Adelphi,MD,USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048980639","display_name":"Kevin Chan","orcid":"https://orcid.org/0000-0002-3435-9682"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Chan","raw_affiliation_strings":["DEVCOM Army Research Laboratory,Adelphi,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEVCOM Army Research Laboratory,Adelphi,MD,USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003200620","display_name":"Yin Sun","orcid":"https://orcid.org/0000-0001-6811-984X"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yin Sun","raw_affiliation_strings":["Auburn University,Department of ECE,Auburn,AL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University,Department of ECE,Auburn,AL,USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"636","last_page":"641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.5425000190734863,"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/T13553","display_name":"Age of Information Optimization","score":0.5425000190734863,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.2362000048160553,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.09650000184774399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6894000172615051},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6834999918937683},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5888000130653381},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.554099977016449},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.525600016117096},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4496999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663999795913696},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6894000172615051},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6834999918937683},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5888000130653381},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.554099977016449},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.525600016117096},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4625000059604645},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4593999981880188},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4496999979019165},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4424000084400177},{"id":"https://openalex.org/C2985793214","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization","level":2,"score":0.3772999942302704},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3544999957084656},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.35269999504089355},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.26460000872612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/milcom64451.2025.11310381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/milcom64451.2025.11310381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MILCOM 2025 - 2025 IEEE Military Communications Conference (MILCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6497244238853455,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1615320266","https://openalex.org/W1993918491","https://openalex.org/W2105556121","https://openalex.org/W2744248483","https://openalex.org/W2791487310","https://openalex.org/W2808614360","https://openalex.org/W2963082493","https://openalex.org/W2964250104","https://openalex.org/W3183158142","https://openalex.org/W3200517331","https://openalex.org/W4297882599","https://openalex.org/W4387150077","https://openalex.org/W4387397220","https://openalex.org/W4390189149","https://openalex.org/W4395686776","https://openalex.org/W4401539202","https://openalex.org/W4401693478","https://openalex.org/W4409156867","https://openalex.org/W4415883708","https://openalex.org/W7084051338","https://openalex.org/W7084120435","https://openalex.org/W7084128801","https://openalex.org/W7117899424"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"study":[4],"a":[5,78,99,110,144,154],"goal-oriented":[6],"communication":[7,67,90],"problem":[8,81,95],"for":[9,92],"edge":[10,27,39],"server":[11,41,51],"monitoring,":[12],"where":[13],"compute":[14],"jobs":[15],"arrive":[16],"intermittently":[17],"at":[18],"dispatchers":[19],"and":[20,33,69,107,151],"must":[21],"be":[22],"immediately":[23],"assigned":[24],"to":[25,30,119,143,153],"distributed":[26],"servers.":[28],"Due":[29],"competing":[31],"workloads":[32],"the":[34,38,84,133,148,158],"dynamic":[35],"nature":[36],"of":[37,50],"environment,":[40],"availability":[42,52],"fluctuates":[43],"over":[44,65,147,157],"time.":[45],"To":[46],"maintain":[47],"accurate":[48],"estimates":[49],"states,":[53],"each":[54],"dispatcher":[55],"updates":[56],"its":[57],"belief":[58],"using":[59,109],"two":[60],"mechanisms:":[61],"(i)":[62],"active":[63],"queries":[64],"shared":[66],"channels":[68],"(ii)":[70],"feedback":[71],"from":[72],"past":[73],"job":[74,85],"executions.":[75],"We":[76],"formulate":[77],"query":[79,120],"scheduling":[80,114],"that":[82,132],"maximizes":[83],"success":[86],"rate":[87],"under":[88],"limited":[89],"resources":[91],"queries.":[93],"This":[94],"is":[96],"modeled":[97],"as":[98],"Restless":[100],"Multi-Armed":[101],"Bandit":[102],"(RMAB)":[103],"with":[104],"multiple":[105],"actions":[106],"addressed":[108],"Net-Gain":[111],"Maximization":[112],"(NGM)":[113],"algorithm,":[115],"which":[116],"selects":[117],"servers":[118],"based":[121],"on":[122],"their":[123],"expected":[124],"improvement":[125],"in":[126],"execution":[127],"performance.":[128],"Simulation":[129],"results":[130],"show":[131],"proposed":[134],"NGM":[135],"Policy":[136,150],"significantly":[137],"outperforms":[138],"baseline":[139],"strategies,":[140],"achieving":[141],"up":[142,152],"30%":[145],"gain":[146,156],"Round-Robin":[149],"107%":[155],"Never-Query":[159],"Policy.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-01T00:00:00"}