{"id":"https://openalex.org/W2415697701","doi":"https://doi.org/10.1109/tac.2018.2874671","title":"Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links","display_name":"Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links","publication_year":2018,"publication_date":"2018-10-09","ids":{"openalex":"https://openalex.org/W2415697701","doi":"https://doi.org/10.1109/tac.2018.2874671","mag":"2415697701"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2018.2874671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2874671","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Transactions on Automatic Control","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1606.01608","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rahul Singh","orcid":"https://orcid.org/0000-0003-0363-3666"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul Singh","raw_affiliation_strings":["Intel SC12, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Intel SC12, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":null,"display_name":"P. R. Kumar","orcid":"https://orcid.org/0000-0003-0389-5367"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. R. Kumar","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1343180700"],"apc_list":null,"apc_paid":null,"fwci":2.0871,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.87416044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"64","issue":"1","first_page":"127","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.7386999726295471,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.7386999726295471,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.07649999856948853,"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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.042399998754262924,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.7541000247001648},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5967000126838684},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.551800012588501},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5113999843597412},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.508899986743927},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.48739999532699585},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.477400004863739},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4372999966144562},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.43299999833106995}],"concepts":[{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.7541000247001648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260000109672546},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5967000126838684},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.551800012588501},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5113999843597412},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.508899986743927},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.508899986743927},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.48739999532699585},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4456000030040741},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4372999966144562},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C29722447","wikidata":"https://www.wikidata.org/wiki/Q17097321","display_name":"Maximum throughput scheduling","level":5,"score":0.41190001368522644},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.38420000672340393},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.36910000443458557},{"id":"https://openalex.org/C91765299","wikidata":"https://www.wikidata.org/wiki/Q3424292","display_name":"Lagrangian relaxation","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.3472999930381775},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.336899995803833},{"id":"https://openalex.org/C113508815","wikidata":"https://www.wikidata.org/wiki/Q193446","display_name":"Packet switching","level":3,"score":0.3330000042915344},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3190000057220459},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.290800005197525},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.2612999975681305}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tac.2018.2874671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2874671","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Transactions on Automatic Control","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1606.01608","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1606.01608","pdf_url":"https://arxiv.org/pdf/1606.01608","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1606.01608","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1606.01608","pdf_url":"https://arxiv.org/pdf/1606.01608","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1517625504","https://openalex.org/W1538367270","https://openalex.org/W1932033405","https://openalex.org/W1964535365","https://openalex.org/W1965634470","https://openalex.org/W1985441584","https://openalex.org/W1994616650","https://openalex.org/W1997834106","https://openalex.org/W2044502527","https://openalex.org/W2055148782","https://openalex.org/W2056921512","https://openalex.org/W2059584073","https://openalex.org/W2093298018","https://openalex.org/W2094364653","https://openalex.org/W2097058227","https://openalex.org/W2098254860","https://openalex.org/W2101064320","https://openalex.org/W2105177639","https://openalex.org/W2105408916","https://openalex.org/W2111781120","https://openalex.org/W2122125652","https://openalex.org/W2123893388","https://openalex.org/W2128210190","https://openalex.org/W2134948453","https://openalex.org/W2136138595","https://openalex.org/W2137456672","https://openalex.org/W2138020668","https://openalex.org/W2140210461","https://openalex.org/W2148078110","https://openalex.org/W2149746680","https://openalex.org/W2165768656","https://openalex.org/W2167264214","https://openalex.org/W2167327561","https://openalex.org/W2240557060","https://openalex.org/W2270589929","https://openalex.org/W2499002200","https://openalex.org/W2540960617","https://openalex.org/W4240896209","https://openalex.org/W4243772471","https://openalex.org/W4302033506","https://openalex.org/W6683112175"],"related_works":[],"abstract_inverted_index":{"We":[0,39,66],"consider":[1],"multihop":[2],"networks":[3],"serving":[4],"multiple":[5,64],"flows":[6],"in":[7,125,148,277],"which":[8,240],"packets":[9,29,124,245],"have":[10,86,246,259],"hard":[11],"deadlines.":[12],"Packets":[13],"not":[14],"delivered":[15,30],"to":[16,140,235,253],"their":[17,20,32],"destinations":[18],"by":[19,153,210,267],"deadlines":[21,33],"are":[22,251],"of":[23,28,43,58,62,114,119,121,146,156,159,162,166,175,185,188,230],"no":[24,247],"value.":[25],"The":[26,89,144],"throughput":[27,242],"within":[31],"is":[34,92,128,151,181,201,218,224,241,270],"called":[35],"the":[36,41,59,63,110,126,149,154,157,160,164,168,173,186,189,195,228,231,237],"timely":[37,60],"throughput.":[38],"address":[40],"design":[42],"packet":[44,212],"scheduling,":[45,79,101],"transmit":[46,102,176],"power":[47,81,103,177],"control,":[48],"and":[49,80,105,112,172],"routing":[50],"policies":[51],"that":[52,115,135,215],"maximize":[53],"any":[54,98,122],"specified":[55],"weighted":[56],"average":[57],"throughputs":[61],"flows.":[65],"determine":[67],"a":[68,132,204,211,221,263,278],"tractable":[69],"linear":[70],"program":[71],"(LP)":[72],"whose":[73],"solution":[74,180],"yields":[75],"an":[76],"optimal":[77,90,243,272],"routing,":[78,106],"control":[82],"policy,":[83,239],"when":[84,244],"nodes":[85,257],"average-power":[87],"constraints.":[88],"policy":[91,265],"fully":[93],"decentralized,":[94],"with":[95],"decisions":[96],"regarding":[97],"packet's":[99],"transmission":[100,217],"level,":[104],"based":[107],"solely":[108],"on":[109],"age":[111],"location":[113],"packet.":[116],"No":[117],"knowledge":[118],"states":[120],"other":[123],"network":[127,197],"needed.":[129],"This":[130,179],"resolves":[131],"fundamental":[133],"obstacle":[134],"arises":[136],"whenever":[137],"one":[138],"attempts":[139],"optimally":[141],"schedule":[142],"networks.":[143],"number":[145,161,165,174],"variables":[147],"LP":[150],"bounded":[152],"product":[155],"square":[158],"nodes,":[163],"flows,":[167],"maximum":[169],"relative":[170],"deadline,":[171],"levels.":[178],"obtained":[182,266],"from":[183,227],"decomposition":[184,229],"Lagrangian":[187],"constrained":[190],"Markov":[191],"decision":[192],"process":[193],"describing":[194],"complete":[196],"state.":[198],"Global":[199],"coordination":[200],"achieved":[202],"through":[203],"price":[205],"for":[206],"energy":[207],"usage":[208],"paid":[209],"each":[213],"time":[214],"its":[216],"attempted":[219],"at":[220],"node.":[222],"It":[223],"fundamentally":[225],"different":[226],"fluid":[232],"model":[233],"used":[234],"derive":[236],"backpressure":[238],"deadlines,":[248],"where":[249],"prices":[250],"related":[252],"queue":[254],"lengths.":[255],"If":[256],"instead":[258],"peak-power":[260],"constraints,":[261],"then":[262],"decentralized":[264],"simple":[268],"truncation":[269],"near":[271],"as":[273],"link":[274],"capacities":[275],"increase":[276],"proportional":[279],"way.":[280]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2016-06-24T00:00:00"}