{"id":"https://openalex.org/W2771899140","doi":"https://doi.org/10.1109/tcomm.2017.2783974","title":"Dynamic Resource Allocation and Layer Selection for Scalable Video Streaming in Femtocell Networks: A Twin-Time-Scale Approach","display_name":"Dynamic Resource Allocation and Layer Selection for Scalable Video Streaming in Femtocell Networks: A Twin-Time-Scale Approach","publication_year":2017,"publication_date":"2017-12-15","ids":{"openalex":"https://openalex.org/W2771899140","doi":"https://doi.org/10.1109/tcomm.2017.2783974","mag":"2771899140"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2017.2783974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2017.2783974","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-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/A5083577000","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-7329-4738"},"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":true,"raw_author_name":"Jian Yang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071903965","display_name":"Peng Si","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152501","display_name":"China Power Engineering Consulting Group (China)","ror":"https://ror.org/04t59qd02","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210152501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Si","raw_affiliation_strings":["China Power Engineering Consulting Group Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Power Engineering Consulting Group Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210152501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376572","display_name":"Zilei Wang","orcid":"https://orcid.org/0000-0003-1822-3731"},"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":"Zilei Wang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088416755","display_name":"Xiaofeng Jiang","orcid":"https://orcid.org/0000-0001-7595-2397"},"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":"Xiaofeng Jiang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091122305","display_name":"Lajos Hanzo","orcid":"https://orcid.org/0000-0002-2636-5214"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lajos Hanzo","raw_affiliation_strings":["Department of Electronics and Computer Science, University of Southampton, Southampton, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083577000"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.0225,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.79130996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"66","issue":"8","first_page":"3455","last_page":"3470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems 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/T10148","display_name":"Advanced MIMO Systems 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/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":0.9965000152587891,"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":0.773665726184845},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6597496867179871},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6200793981552124},{"id":"https://openalex.org/keywords/femtocell","display_name":"Femtocell","score":0.611869215965271},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5757879018783569},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4808681607246399},{"id":"https://openalex.org/keywords/femto","display_name":"Femto-","score":0.47870543599128723},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4402335286140442},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.43185514211654663},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.42038625478744507},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37621617317199707},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32062727212905884},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.21747222542762756},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.20526787638664246},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.1552298367023468},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1443263590335846},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12152519822120667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08946439623832703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773665726184845},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6597496867179871},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6200793981552124},{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.611869215965271},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5757879018783569},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4808681607246399},{"id":"https://openalex.org/C2777118422","wikidata":"https://www.wikidata.org/wiki/Q110791","display_name":"Femto-","level":2,"score":0.47870543599128723},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4402335286140442},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.43185514211654663},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.42038625478744507},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37621617317199707},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32062727212905884},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.21747222542762756},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.20526787638664246},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.1552298367023468},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1443263590335846},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12152519822120667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08946439623832703},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcomm.2017.2783974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2017.2783974","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:416393","is_oa":false,"landing_page_url":"http://doi.org/10.1109/TCOMM.2017.2783974>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401020","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3524321398","display_name":null,"funder_award_id":"61573329","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3964311364","display_name":null,"funder_award_id":"EP/N004558/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6392292501","display_name":null,"funder_award_id":"61233003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1539859753","https://openalex.org/W1571805169","https://openalex.org/W1588932677","https://openalex.org/W1973018301","https://openalex.org/W1973762506","https://openalex.org/W1984868199","https://openalex.org/W1990013428","https://openalex.org/W2011420688","https://openalex.org/W2030266641","https://openalex.org/W2031322911","https://openalex.org/W2039321153","https://openalex.org/W2040714707","https://openalex.org/W2041479067","https://openalex.org/W2054403351","https://openalex.org/W2054461841","https://openalex.org/W2057415916","https://openalex.org/W2060611826","https://openalex.org/W2063847260","https://openalex.org/W2066174717","https://openalex.org/W2067136487","https://openalex.org/W2076237627","https://openalex.org/W2085421524","https://openalex.org/W2094667486","https://openalex.org/W2102412823","https://openalex.org/W2109159967","https://openalex.org/W2109830484","https://openalex.org/W2110840970","https://openalex.org/W2111482844","https://openalex.org/W2117501234","https://openalex.org/W2118127532","https://openalex.org/W2128177517","https://openalex.org/W2129059062","https://openalex.org/W2137152139","https://openalex.org/W2138497707","https://openalex.org/W2140508063","https://openalex.org/W2168087406","https://openalex.org/W2172073677","https://openalex.org/W2184262434","https://openalex.org/W2196429375","https://openalex.org/W2279272314","https://openalex.org/W2343343021","https://openalex.org/W3105462206","https://openalex.org/W3202338884","https://openalex.org/W4248863248","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W3034508715","https://openalex.org/W2540713768","https://openalex.org/W2032024533","https://openalex.org/W2322631759","https://openalex.org/W1484352081","https://openalex.org/W2062595562","https://openalex.org/W2026558675","https://openalex.org/W2062508111","https://openalex.org/W2055389430","https://openalex.org/W1987099914"],"abstract_inverted_index":{"Scalable":[0],"video":[1,19,37,52,109,158],"streaming":[2,53],"over":[3],"femtocell":[4],"networks":[5],"relying":[6],"on":[7,166,173],"two-tier":[8],"spectrum-sharing":[9],"is":[10,101],"designed":[11],"for":[12,156,193],"coping":[13],"with":[14,25,127],"time-varying":[15],"channel":[16,60],"conditions,":[17],"stringent":[18],"QoS":[20],"requirements":[21],"as":[22,24,70],"well":[23],"strong":[26],"cross-tier":[27],"interference":[28,63],"between":[29,81],"the":[30,34,47,50,56,68,82,88,92,95,108,114,128,136,146,167,181,185,195],"over-sailing":[31],"macro-":[32],"and":[33,40,62,87,142,161],"femtocells.":[35],"Dynamic":[36],"layer":[38,110,159],"selection":[39,160],"resource":[41,99,162],"allocation":[42,100],"are":[43,154,191],"invoked":[44],"to":[45,55],"enable":[46],"adaptation":[48],"of":[49,58,85,91,98,107,123,130,139,149,184],"scalable":[51],"service":[54],"dynamics":[57],"both":[59],"quality":[61,84],"price":[64],"fluctuations.":[65],"We":[66],"formulate":[67],"design":[69],"a":[71,78,121],"constrained":[72],"stochastic":[73],"optimization":[74,118],"problem,":[75],"which":[76,164],"strikes":[77],"compelling":[79],"compromise":[80],"perceivable":[83],"experience":[86],"monetary":[89],"implications":[90],"interference.":[93],"Since":[94],"time":[96],"scale":[97],"more":[102],"short":[103],"term":[104],"than":[105,172],"that":[106],"selection,":[111],"we":[112,179],"decompose":[113],"original":[115],"long-term":[116],"utility":[117],"problem":[119],"into":[120],"pair":[122],"readily":[124],"tractable":[125],"subproblems":[126],"aid":[129],"two":[131],"different":[132],"time-scales":[133],"by":[134],"invoking":[135],"powerful":[137],"technique":[138],"Lyapunov":[140],"drift":[141],"optimization.":[143],"By":[144],"exploiting":[145],"specific":[147],"structure":[148],"these":[150],"subproblems,":[151],"low-complexity":[152],"algorithms":[153],"derived":[155],"dynamic":[157],"allocation,":[163],"rely":[165],"near-instantaneously":[168],"available":[169],"information":[170],"rather":[171],"any":[174],"prior":[175],"statistical":[176],"knowledge.":[177],"Finally,":[178],"derive":[180],"analytical":[182],"bounds":[183],"theoretically":[186],"achievable":[187],"performance.":[188],"Experimental":[189],"results":[190],"presented":[192],"characterizing":[194],"performance":[196],"attained.":[197]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}