{"id":"https://openalex.org/W2084518718","doi":"https://doi.org/10.1109/mwc.2015.7054719","title":"Graph theory and its applications to future network planning: software-defined online small cell management","display_name":"Graph theory and its applications to future network planning: software-defined online small cell management","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W2084518718","doi":"https://doi.org/10.1109/mwc.2015.7054719","mag":"2084518718"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.2015.7054719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.2015.7054719","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless 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/A5021527965","display_name":"Wei Ni","orcid":"https://orcid.org/0000-0002-4933-594X"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Ni","raw_affiliation_strings":["CSIRO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033728735","display_name":"Iain B. Collings","orcid":"https://orcid.org/0000-0002-4857-2601"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iain Collings","raw_affiliation_strings":["University of Sydney","CSIRO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sydney","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"CSIRO","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084210670","display_name":"Justin Lipman","orcid":"https://orcid.org/0000-0003-2877-1168"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justin Lipman","raw_affiliation_strings":["Intel Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061028507","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0001-8969-1415"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Fudan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016127527","display_name":"Meixia Tao","orcid":"https://orcid.org/0000-0002-0799-0954"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meixia Tao","raw_affiliation_strings":["Shanghai Jiao Tong University","Shanghai Jiao Tong Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Jiao Tong Univ","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005601606","display_name":"Mehran Abolhasan","orcid":"https://orcid.org/0000-0002-4282-6666"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehran Abolhasan","raw_affiliation_strings":["University of Technology, Sydney","University of Technology - Sydney#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Technology - Sydney#TAB#","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3041,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92699442,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"52","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9991000294685364,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9975000023841858,"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/backhaul","display_name":"Backhaul (telecommunications)","score":0.8420042991638184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8305419087409973},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5849446654319763},{"id":"https://openalex.org/keywords/small-cell","display_name":"Small cell","score":0.5503711104393005},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5191746950149536},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4929513931274414},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.4673885107040405},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.42898616194725037},{"id":"https://openalex.org/keywords/software-defined-radio","display_name":"Software-defined radio","score":0.4167848229408264},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4161284565925598},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.41288843750953674},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.24780195951461792},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20590165257453918}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.8420042991638184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8305419087409973},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5849446654319763},{"id":"https://openalex.org/C179655311","wikidata":"https://www.wikidata.org/wiki/Q7543020","display_name":"Small cell","level":3,"score":0.5503711104393005},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5191746950149536},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4929513931274414},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4673885107040405},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.42898616194725037},{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.4167848229408264},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4161284565925598},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.41288843750953674},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.24780195951461792},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20590165257453918},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mwc.2015.7054719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.2015.7054719","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/34972","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/34972","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1487607578","https://openalex.org/W2029067650","https://openalex.org/W2041364280","https://openalex.org/W2049124183","https://openalex.org/W2051179641","https://openalex.org/W2063568545","https://openalex.org/W2091805542","https://openalex.org/W2123765722","https://openalex.org/W2128162012","https://openalex.org/W2154189866","https://openalex.org/W2163655926","https://openalex.org/W2483842591","https://openalex.org/W3164580153","https://openalex.org/W4212953210","https://openalex.org/W4230282486","https://openalex.org/W4233820821","https://openalex.org/W6795836680"],"related_works":["https://openalex.org/W1984184009","https://openalex.org/W2075774919","https://openalex.org/W2914391776","https://openalex.org/W2003892785","https://openalex.org/W2961811818","https://openalex.org/W2964194703","https://openalex.org/W2129675977","https://openalex.org/W2548126601","https://openalex.org/W1951602908","https://openalex.org/W2982516682"],"abstract_inverted_index":{"Network":[0],"planning":[1,113],"is":[2,50,104],"facing":[3],"new":[4,102],"and":[5,14,24,56,61,66,86,119,144],"critical":[6],"challenges":[7],"due":[8],"to":[9,39,74,106,127],"ad":[10],"hoc":[11],"deployment,":[12],"unbalanced":[13],"drastically":[15],"varying":[16],"traffic":[17,54],"demands,":[18],"as":[19,21],"well":[20],"limited":[22],"backhaul":[23,150],"hardware":[25],"resources":[26],"in":[27,96,115],"emerging":[28],"small":[29,59,77,123],"cell":[30,78],"architectures.":[31],"We":[32],"discuss":[33],"the":[34,41,99,131,140,148],"application":[35],"of":[36,58,80,98,117,122],"graph":[37],"theory":[38],"address":[40],"challenges.":[42],"A":[43],"clique-based":[44],"software-defined":[45],"online":[46],"network":[47,67,112],"management":[48],"approach":[49,103],"proposed":[51],"that":[52,95],"captures":[53],"imbalance":[55],"fluctuation":[57],"cells":[60,124],"optimally":[62],"plans":[63],"frequencies,":[64],"infrastructures,":[65],"structure":[68],"at":[69],"any":[70],"instant.":[71],"Its":[72],"applications":[73],"three":[75],"important":[76],"scenarios":[79],"cloud":[81,141],"radio,":[82],"point-to-point":[83],"microwave":[84,149],"backhaul,":[85],"interoperator":[87,162],"spectrum":[88,163],"sharing":[89],"are":[90],"demonstrated.":[91],"Comparison":[92],"studies":[93],"show":[94],"each":[97],"scenarios,":[100],"this":[101],"able":[105],"significantly":[107],"outperform":[108],"conventional":[109],"static":[110],"offline":[111],"schemes":[114],"terms":[116],"throughput":[118,132],"satisfaction":[120,153],"levels":[121],"with":[125],"regard":[126],"allocated":[128],"bandwidths.":[129],"Specifically,":[130],"can":[133,155],"be":[134,156],"improved":[135,157],"by":[136,158],"155":[137],"percent":[138,146,160],"for":[139,147,161],"radio":[142],"scenario":[143],"110.95":[145],"scenario.":[151],"The":[152],"level":[154],"40":[159],"sharing.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}