{"id":"https://openalex.org/W2762169667","doi":"https://doi.org/10.1109/allerton.2017.8262736","title":"Optimal convergence and adaptation for utility optimal opportunistic scheduling","display_name":"Optimal convergence and adaptation for utility optimal opportunistic scheduling","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2762169667","doi":"https://doi.org/10.1109/allerton.2017.8262736","mag":"2762169667"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2017.8262736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2017.8262736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1710.01342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029961049","display_name":"Michael J. Neely","orcid":"https://orcid.org/0000-0003-3524-1587"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"California Southern University","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael J. Neely","raw_affiliation_strings":["University of Southern California","University  of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"]},{"raw_affiliation_string":"University  of Southern California","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029961049"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1360469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9991999864578247,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9988999962806702,"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/converse","display_name":"Converse","score":0.6883485317230225},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6278667449951172},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.6075433492660522},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5264685153961182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5169181823730469},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.48041534423828125},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4454270601272583},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4320823550224304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35161322355270386}],"concepts":[{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.6883485317230225},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6278667449951172},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.6075433492660522},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5264685153961182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5169181823730469},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.48041534423828125},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4454270601272583},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4320823550224304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35161322355270386},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/allerton.2017.8262736","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2017.8262736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1710.01342","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1710.01342","pdf_url":"https://arxiv.org/pdf/1710.01342","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"},{"id":"mag:2762169667","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1710.01342.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1710.01342","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1710.01342","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1710.01342","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1710.01342","pdf_url":"https://arxiv.org/pdf/1710.01342","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2762169667.pdf","grobid_xml":"https://content.openalex.org/works/W2762169667.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W171504317","https://openalex.org/W269878820","https://openalex.org/W1583497301","https://openalex.org/W1966820018","https://openalex.org/W2101178122","https://openalex.org/W2120344179","https://openalex.org/W2124541940","https://openalex.org/W2137152139","https://openalex.org/W2142782680","https://openalex.org/W2163634514","https://openalex.org/W2165222237","https://openalex.org/W2239583448","https://openalex.org/W2949885538","https://openalex.org/W2963326510","https://openalex.org/W2963576077","https://openalex.org/W2963763047","https://openalex.org/W3141595720","https://openalex.org/W4206742934","https://openalex.org/W4301852635","https://openalex.org/W6606935338","https://openalex.org/W6689728813"],"related_works":["https://openalex.org/W2944829857","https://openalex.org/W2963763047","https://openalex.org/W2947843463","https://openalex.org/W3210035896","https://openalex.org/W2949748643","https://openalex.org/W2948522994","https://openalex.org/W2962850303","https://openalex.org/W2012106138","https://openalex.org/W3013955056","https://openalex.org/W3124854638","https://openalex.org/W2211192228","https://openalex.org/W3170293415","https://openalex.org/W3212337025","https://openalex.org/W2606337008","https://openalex.org/W2759781648","https://openalex.org/W3206064313","https://openalex.org/W2950583227","https://openalex.org/W2982589023","https://openalex.org/W2409973437","https://openalex.org/W2951277631"],"abstract_inverted_index":{"This":[0,60,171],"paper":[1,61],"considers":[2],"the":[3,65,84,88,113],"fundamental":[4],"convergence":[5,54,74,107,131,160],"time":[6,75,108,132,161],"for":[7,47,102],"opportunistic":[8],"scheduling":[9],"over":[10],"time-varying":[11],"channels.":[12],"The":[13],"channel":[14,120],"state":[15,121],"probabilities":[16],"are":[17],"unknown":[18],"and":[19,27,55,70,140],"algorithms":[20],"must":[21],"perform":[22],"some":[23],"type":[24],"of":[25,45,58,119,130],"estimation":[26],"learning":[28],"while":[29],"they":[30],"make":[31],"decisions":[32],"to":[33,97,105,163,166],"optimize":[34],"network":[35],"utility.":[36],"Existing":[37],"schemes":[38],"can":[39],"achieve":[40],"a":[41,92,127,137,151],"utility":[42,66],"within":[43,126],"\u03f5":[44,50],"optimality,":[46],"any":[48,103],"desired":[49],">":[51],"0,":[52],"with":[53,150],"adaptation":[56,145,157],"times":[57],"O(1/\u03f52).":[59],"shows":[62],"that":[63],"if":[64],"function":[67],"is":[68,76,95,100,125],"concave":[69],"smooth,":[71],"then":[72],"O(log(1/\u03f5)/\u03f5)":[73],"possible":[77],"via":[78],"an":[79,143],"existing":[80,167],"stochastic":[81,148],"variation":[82],"on":[83],"Frank-Wolfe":[85,149],"algorithm,":[86],"called":[87],"RUN":[89,124,135],"algorithm.":[90],"Next,":[91],"converse":[93],"result":[94],"proven":[96],"show":[98],"it":[99],"impossible":[101],"algorithm":[104,114],"have":[106],"better":[109],"than":[110],"O(1/\u03f5),":[111],"provided":[112],"has":[115,136,142],"no":[116],"a-priori":[117],"knowledge":[118],"probabilities.":[122],"Hence,":[123],"logarithmic":[128],"factor":[129],"optimality.":[133],"However,":[134],"vanishing":[138],"stepsize":[139,153],"hence":[141],"infinite":[144],"time.":[146],"Using":[147],"fixed":[152],"yields":[154],"improved":[155],"O(1/\u03f52)":[156],"time,":[158],"but":[159],"increases":[162],"O(1/\u03f52),":[164],"similar":[165],"drift-plus-penalty":[168],"based":[169],"algorithms.":[170],"raises":[172],"important":[173],"open":[174],"questions":[175],"regarding":[176],"optimal":[177],"adaptation.":[178]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}