{"id":"https://openalex.org/W2764044571","doi":"https://doi.org/10.1109/infocom.2017.8056983","title":"Augmenting max-weight with explicit learning for wireless scheduling with switching costs","display_name":"Augmenting max-weight with explicit learning for wireless scheduling with switching costs","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2764044571","doi":"https://doi.org/10.1109/infocom.2017.8056983","mag":"2764044571"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2017.8056983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2017.8056983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2017 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mpra.ub.uni-muenchen.de/59189/1/MPRA_paper_39937.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083476917","display_name":"Subhashini Krishnasamy","orcid":"https://orcid.org/0000-0001-5157-1258"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Subhashini Krishnasamy","raw_affiliation_strings":["Department of ECE, The University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"Department of ECE, The University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017657690","display_name":"P T Akhil","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P T Akhil","raw_affiliation_strings":["Department of ECE, Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022435379","display_name":"Ari Arapostathis","orcid":"https://orcid.org/0000-0003-2207-357X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ari Arapostathis","raw_affiliation_strings":["Department of ECE, The University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"Department of ECE, The University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028903768","display_name":"Sanjay Shakkottai","orcid":"https://orcid.org/0000-0002-4325-9050"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Shakkottai","raw_affiliation_strings":["Department of ECE, The University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"Department of ECE, The University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065705720","display_name":"Rajesh Sundaresan","orcid":"https://orcid.org/0000-0003-4070-3977"},"institutions":[{"id":"https://openalex.org/I4210091347","display_name":"Robert Bosch (China)","ror":"https://ror.org/00cedkn40","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091347","https://openalex.org/I889804353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rajesh Sundaresan","raw_affiliation_strings":["Robert Bosch Centre for Cyber Physical Systems, Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"Robert Bosch Centre for Cyber Physical Systems, Indian Institute of Science","institution_ids":["https://openalex.org/I4210091347"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083476917"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":1.7523,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86001652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"95","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9987000226974487,"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":0.6647611856460571},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.6408303380012512},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.6204707026481628},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5844733715057373},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5817623734474182},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5102298259735107},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5053148865699768},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.493569016456604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4873881936073303},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4647155702114105},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45237621665000916},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4282112121582031},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4108225405216217},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25885844230651855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18252012133598328},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13036516308784485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11998191475868225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10442996025085449}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647611856460571},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.6408303380012512},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6204707026481628},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5844733715057373},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5817623734474182},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5102298259735107},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5053148865699768},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.493569016456604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4873881936073303},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4647155702114105},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45237621665000916},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4282112121582031},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4108225405216217},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25885844230651855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18252012133598328},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13036516308784485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11998191475868225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10442996025085449},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom.2017.8056983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2017.8056983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2017 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai::59189","is_oa":true,"landing_page_url":null,"pdf_url":"https://mpra.ub.uni-muenchen.de/59189/1/MPRA_paper_39937.pdf","source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai::59189","is_oa":true,"landing_page_url":null,"pdf_url":"https://mpra.ub.uni-muenchen.de/59189/1/MPRA_paper_39937.pdf","source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2764044571.pdf","grobid_xml":"https://content.openalex.org/works/W2764044571.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W639949082","https://openalex.org/W1607044975","https://openalex.org/W1967938148","https://openalex.org/W1968620324","https://openalex.org/W1969094206","https://openalex.org/W1972470182","https://openalex.org/W1979868020","https://openalex.org/W1991898587","https://openalex.org/W1998800093","https://openalex.org/W2011734610","https://openalex.org/W2034518457","https://openalex.org/W2052541233","https://openalex.org/W2069443635","https://openalex.org/W2089741025","https://openalex.org/W2098563066","https://openalex.org/W2123893388","https://openalex.org/W2127904018","https://openalex.org/W2129733867","https://openalex.org/W2138993731","https://openalex.org/W2142697211","https://openalex.org/W2160998689","https://openalex.org/W2161044775","https://openalex.org/W2165469059","https://openalex.org/W2252863398","https://openalex.org/W2343363056","https://openalex.org/W2764044571","https://openalex.org/W4301121837","https://openalex.org/W6678533281","https://openalex.org/W6679592330","https://openalex.org/W6681319197"],"related_works":["https://openalex.org/W2500106866","https://openalex.org/W4213214852","https://openalex.org/W2944854940","https://openalex.org/W2898368699","https://openalex.org/W2411032004","https://openalex.org/W2512014291","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532","https://openalex.org/W2993781509"],"abstract_inverted_index":{"In":[0,85],"small-cell":[1],"wireless":[2],"networks":[3],"where":[4],"users":[5],"are":[6],"connected":[7],"to":[8,17,25,59,65,82,105,111,172],"multiple":[9],"base":[10],"stations":[11],"(BSs),":[12],"it":[13],"is":[14,64],"often":[15],"advantageous":[16],"opportunistically":[18],"switch":[19],"off":[20],"a":[21,41,53,92,97,131,142],"subset":[22],"of":[23,33,39,51,76,156,164],"BSs":[24],"minimize":[26],"energy":[27,34,73,176],"costs.":[28],"We":[29,152],"consider":[30],"two":[31],"types":[32],"cost:":[35],"(i)":[36],"the":[37,44,49,56,67,70,88,112,119,125,161],"cost":[38,50,74],"maintaining":[40],"BS":[42,54,120,134,166],"in":[43],"active":[45,57],"state,":[46],"and":[47,78,118,133,141,168],"(ii)":[48],"switching":[52,79,126],"from":[55],"state":[58],"inactive":[60],"state.":[61],"The":[62],"problem":[63],"operate":[66],"network":[68],"at":[69],"lowest":[71],"possible":[72],"(sum":[75],"activation":[77,121,135,167],"costs)":[80],"subject":[81],"queue":[83,107,169,180],"stability.":[84,181],"this":[86],"setting,":[87],"traditional":[89],"approach":[90],"-":[91,101],"Max-Weight":[93,143],"algorithm":[94,136],"along":[95,178],"with":[96,137,179],"Lyapunov-based":[98],"stability":[99],"argument":[100],"does":[102],"not":[103],"suffice":[104],"show":[106,153],"stability,":[108],"essentially":[109],"due":[110],"temporal":[113,139,150],"co-evolution":[114],"between":[115],"channel":[116,145],"scheduling":[117],"decisions":[122],"induced":[123],"by":[124],"cost.":[127],"Instead,":[128],"we":[129],"develop":[130],"learning":[132],"slow":[138],"dynamics,":[140],"based":[144],"scheduler":[146],"that":[147,160],"has":[148],"fast":[149],"dynamics.":[151],"using":[154],"convergence":[155],"time-inhomogeneous":[157],"Markov":[158],"chains,":[159],"co-evolving":[162],"dynamics":[163],"learning,":[165],"lengths":[170],"lead":[171],"near":[173],"optimal":[174],"average":[175],"costs":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
