{"id":"https://openalex.org/W2532256227","doi":"https://doi.org/10.1109/iccchina.2016.7636825","title":"Proactive resource allocation planning with three-levels of context information","display_name":"Proactive resource allocation planning with three-levels of context information","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2532256227","doi":"https://doi.org/10.1109/iccchina.2016.7636825","mag":"2532256227"},"language":"en","primary_location":{"id":"doi:10.1109/iccchina.2016.7636825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2016.7636825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/CIC International Conference on Communications in China (ICCC)","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/A5038465404","display_name":"Jia Guo","orcid":"https://orcid.org/0000-0002-2134-7367"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Guo","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004413050","display_name":"Chuting Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuting Yao","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082950698","display_name":"Chenyang Yang","orcid":"https://orcid.org/0000-0003-0058-0765"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Yang","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8863,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79015748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9995999932289124,"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/T11478","display_name":"Caching and Content Delivery","score":0.9995999932289124,"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":0.9986000061035156,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.8631078004837036},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6892079710960388},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5798753499984741},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5768536925315857},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5213866829872131},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5160176753997803},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5092428922653198},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.49259668588638306},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4717365503311157},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.46978986263275146},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.42909687757492065},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4141387939453125},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37807512283325195},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.32120901346206665},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11887943744659424},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11140099167823792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08690309524536133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8631078004837036},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6892079710960388},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5798753499984741},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5768536925315857},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5213866829872131},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5160176753997803},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5092428922653198},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.49259668588638306},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4717365503311157},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.46978986263275146},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.42909687757492065},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4141387939453125},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37807512283325195},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.32120901346206665},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11887943744659424},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11140099167823792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08690309524536133},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccchina.2016.7636825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2016.7636825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/CIC International Conference on Communications in China (ICCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1497398457","https://openalex.org/W1987228002","https://openalex.org/W1988834815","https://openalex.org/W2008886893","https://openalex.org/W2034825809","https://openalex.org/W2045230780","https://openalex.org/W2051773775","https://openalex.org/W2058737544","https://openalex.org/W2075554129","https://openalex.org/W2097065570","https://openalex.org/W2144758644","https://openalex.org/W2161044775","https://openalex.org/W2963308562","https://openalex.org/W3104205931"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W2047225036","https://openalex.org/W4386698331","https://openalex.org/W2138314731","https://openalex.org/W2093207996","https://openalex.org/W2029232111","https://openalex.org/W2322468729","https://openalex.org/W2142989636"],"abstract_inverted_index":{"Big":[0],"data":[1],"analysis":[2],"makes":[3],"predicting":[4],"the":[5,26,38,46,60,65,84,88,95,100,112,126,130,141,150,154,162,166,170],"application,":[6],"network":[7,62],"and":[8,73,90,136],"user":[9,74],"levels":[10],"of":[11,40,153],"context":[12,159],"information":[13,23,43,160],"possible.":[14],"Yet":[15],"it":[16],"is":[17,122],"unclear":[18],"how":[19],"to":[20,24,36,44,110,124,138,140,148],"exploit":[21],"these":[22,42],"utilize":[25],"wireless":[27],"resources":[28,93],"more":[29,92],"efficiently.":[30],"In":[31],"this":[32,51],"paper,":[33],"we":[34,53,102],"attempt":[35],"illustrate":[37],"potential":[39],"using":[41,158],"improve":[45],"spectrum":[47],"usage":[48],"efficiency.":[49],"To":[50,81],"end,":[52],"assume":[54],"that":[55,165],"a":[56,78,104],"central":[57],"unit":[58],"in":[59],"multicell":[61],"can":[63],"predict":[64],"mobile":[66],"users'":[67,171],"request,":[68],"base":[69],"stations'":[70],"congestion":[71],"status,":[72],"mobility":[75],"pattern":[76],"within":[77,87],"prediction":[79],"window.":[80],"fully":[82],"use":[83,144],"excess":[85],"resource":[86,106,156],"window":[89],"leave":[91],"for":[94],"unpredictable":[96],"traffic":[97],"arrived":[98],"after":[99,169],"window,":[101],"formulate":[103],"proactive":[105,155],"allocation":[107,157],"planning":[108],"problem":[109],"minimize":[111],"maximal":[113],"transmission":[114,127,167],"completion":[115],"time.":[116],"A":[117],"heuristic":[118],"low":[119],"complexity":[120],"algorithm":[121],"introduced":[123],"find":[125],"plan":[128],"from":[129],"problem,":[131],"which":[132],"determines":[133],"where,":[134],"when":[135],"what":[137],"transmit":[139],"users.":[142],"We":[143],"two":[145],"representative":[146],"scenarios":[147],"demonstrate":[149],"performance":[151],"gain":[152],"over":[161],"reactive":[163],"scheme":[164],"starts":[168],"requests":[172],"truly":[173],"arrive.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
