{"id":"https://openalex.org/W2778112374","doi":"https://doi.org/10.1109/spawc.2017.8227707","title":"Learn-and-adapt network resource allocation","display_name":"Learn-and-adapt network resource allocation","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2778112374","doi":"https://doi.org/10.1109/spawc.2017.8227707","mag":"2778112374"},"language":"en","primary_location":{"id":"doi:10.1109/spawc.2017.8227707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2017.8227707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","raw_type":"proceedings-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/A5100783476","display_name":"Tianyi Chen","orcid":"https://orcid.org/0000-0003-3477-1439"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tianyi Chen","raw_affiliation_strings":["Dept. of Elec. & Comput. Engr., University of Minnesota, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Elec. & Comput. Engr., University of Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029820392","display_name":"Qing Ling","orcid":"https://orcid.org/0000-0003-4222-5964"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Ling","raw_affiliation_strings":["Dept. of Automation, University of Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"Dept. of Automation, University of Science and Technology of China, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026758314","display_name":"Georgios B. Giannakis","orcid":"https://orcid.org/0000-0002-0196-0260"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Georgios B. Giannakis","raw_affiliation_strings":["Dept. of Elec. & Comput. Engr., University of Minnesota, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Elec. & Comput. Engr., University of Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100783476"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1961759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9991999864578247,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9980000257492065,"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/lagrange-multiplier","display_name":"Lagrange multiplier","score":0.8212114572525024},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7411791086196899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7182040810585022},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6687573194503784},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5168774127960205},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49980974197387695},{"id":"https://openalex.org/keywords/multiplier","display_name":"Multiplier (economics)","score":0.45023685693740845},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.41872918605804443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.324095219373703},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.30130040645599365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1424633264541626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1300792694091797},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08540108799934387}],"concepts":[{"id":"https://openalex.org/C73684929","wikidata":"https://www.wikidata.org/wiki/Q598870","display_name":"Lagrange multiplier","level":2,"score":0.8212114572525024},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7411791086196899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7182040810585022},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6687573194503784},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5168774127960205},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49980974197387695},{"id":"https://openalex.org/C124584101","wikidata":"https://www.wikidata.org/wiki/Q1053266","display_name":"Multiplier (economics)","level":2,"score":0.45023685693740845},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.41872918605804443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.324095219373703},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30130040645599365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1424633264541626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1300792694091797},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08540108799934387},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spawc.2017.8227707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2017.8227707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1583497301","https://openalex.org/W1989165177","https://openalex.org/W1992208280","https://openalex.org/W2020909452","https://openalex.org/W2037710455","https://openalex.org/W2101178122","https://openalex.org/W2105177639","https://openalex.org/W2137152139","https://openalex.org/W2276903495","https://openalex.org/W2492150193","https://openalex.org/W2559981761","https://openalex.org/W2592036647"],"related_works":["https://openalex.org/W2778112374","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2153007255","https://openalex.org/W2138781885"],"abstract_inverted_index":{"Recognizing":[0],"the":[1,26,37,52,72,87],"central":[2],"role":[3],"of":[4],"Lagrange":[5,29],"multipliers":[6],"in":[7,21],"network":[8,92],"resource":[9,39,93],"allocation,":[10],"a":[11,64],"novel":[12],"learn-and-adapt":[13],"stochastic":[14,54],"dual":[15,55],"gradient":[16,56],"(LA-SDG)":[17],"method":[18],"is":[19,75],"developed":[20],"this":[22],"paper":[23],"to":[24,36],"learn":[25],"empirical":[27],"optimal":[28],"multiplier":[30],"from":[31],"historical":[32],"data,":[33],"and":[34,80],"adapt":[35],"upcoming":[38],"allocation":[40,94],"strategy.":[41],"Remarkably,":[42],"it":[43],"only":[44],"requires":[45],"one":[46],"more":[47],"sample":[48],"(gradient)":[49],"evaluation":[50],"than":[51],"celebrated":[53],"(SDG)":[57],"method.":[58],"LA-SDG":[59,84],"can":[60],"be":[61],"interpreted":[62],"as":[63],"foresighted":[65],"learning":[66],"approach":[67],"with":[68],"an":[69],"eye":[70],"on":[71],"future.":[73],"It":[74],"established":[76],"-":[77,82],"both":[78],"theoretically":[79],"empirically":[81],"that":[83],"markedly":[85],"improves":[86],"cost-delay":[88],"tradeoff":[89],"over":[90],"state-of-the-art":[91],"schemes.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
