{"id":"https://openalex.org/W4412445798","doi":"https://doi.org/10.1109/noms57970.2025.11073660","title":"Multi-Connectivity for Enhanced Throughput: a Critical Study","display_name":"Multi-Connectivity for Enhanced Throughput: a Critical Study","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4412445798","doi":"https://doi.org/10.1109/noms57970.2025.11073660"},"language":"en","primary_location":{"id":"doi:10.1109/noms57970.2025.11073660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms57970.2025.11073660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2025-2025 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Amirmohammad Ghasemi","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amirmohammad Ghasemi","raw_affiliation_strings":["University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062253146","display_name":"Noura Limam","orcid":"https://orcid.org/0000-0002-7759-3751"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Noura Limam","raw_affiliation_strings":["University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038723583","display_name":"Raouf Boutaba","orcid":"https://orcid.org/0000-0001-7936-6862"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Raouf Boutaba","raw_affiliation_strings":["University of Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065045834","display_name":"Aladdin Saleh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127050","display_name":"Rogers Communications (Canada)","ror":"https://ror.org/032bte841","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210127050"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aladdin Saleh","raw_affiliation_strings":["Rogers Communications Canada, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rogers Communications Canada, Inc","institution_ids":["https://openalex.org/I4210127050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9991999864578247,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/throughput","display_name":"Throughput","score":0.7125051617622375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.673973560333252},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3674914836883545},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10491657257080078},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.06594407558441162}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7125051617622375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673973560333252},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3674914836883545},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10491657257080078},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.06594407558441162}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms57970.2025.11073660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms57970.2025.11073660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2025-2025 IEEE Network Operations and Management Symposium","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":27,"referenced_works":["https://openalex.org/W2038882788","https://openalex.org/W2041792217","https://openalex.org/W2074128438","https://openalex.org/W2116908050","https://openalex.org/W2162636480","https://openalex.org/W2170372734","https://openalex.org/W2289510574","https://openalex.org/W2575875755","https://openalex.org/W2724926863","https://openalex.org/W2795817386","https://openalex.org/W2904228050","https://openalex.org/W2909145994","https://openalex.org/W2982548805","https://openalex.org/W3005116230","https://openalex.org/W3011830499","https://openalex.org/W3098450357","https://openalex.org/W3155910492","https://openalex.org/W4206111555","https://openalex.org/W4295832472","https://openalex.org/W4317796310","https://openalex.org/W4327522621","https://openalex.org/W4353055776","https://openalex.org/W4365790147","https://openalex.org/W4375928951","https://openalex.org/W4385453250","https://openalex.org/W4389104944","https://openalex.org/W4396782830"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-connectivity":[0],"is":[1],"anticipated":[2],"to":[3,34,51,105,120,141,191],"provide":[4],"more":[5],"reliable,":[6],"higher":[7],"data":[8],"rate":[9],"connections":[10,40],"for":[11],"cellular":[12],"network":[13,79],"users":[14,49],"by":[15],"leveraging":[16],"all":[17],"available":[18],"radio":[19,28],"resources":[20,190],"across":[21,65,77,137],"base":[22,58],"stations":[23,59],"within":[24,131],"one":[25],"or":[26,41,84],"multiple":[27,66],"access":[29],"technology(ies)":[30],"(RAT).":[31],"It":[32],"aims":[33],"improve":[35,178],"user":[36,139],"mobility":[37],"through":[38,54],"multi-RAT":[39],"mitigate":[42],"quality":[43],"of":[44,75],"service":[45],"(QoS)":[46],"degradation":[47],"when":[48],"connect":[50],"congested":[52],"cells":[53],"load-balancing":[55],"traffic":[56],"among":[57],"and":[60,113,128],"distributing":[61],"the":[62,73,124,153,183],"user's":[63],"flow":[64],"links.":[67],"Although":[68],"many":[69],"studies":[70],"have":[71],"investigated":[72],"benefits":[74],"multi-connectivity":[76,148,168],"various":[78],"deployments":[80],"using":[81],"analytical":[82],"models":[83],"simulated":[85],"environments,":[86],"we":[87,164],"critically":[88],"assess":[89],"these":[90],"reported":[91],"gains,":[92],"particularly":[93],"regarding":[94],"system":[95,172],"throughput.":[96],"We":[97,122],"argue":[98],"that":[99,114,147,166],"multi-connectivity's":[100],"advantages":[101],"are":[102,117],"primarily":[103],"restricted":[104],"scenarios":[106],"with":[107],"a":[108,132],"low":[109],"user-to-base":[110,125],"station":[111,126],"ratio":[112],"dense":[115,158],"networks":[116],"less":[118],"likely":[119],"benefit.":[121],"formulate":[123],"association":[127],"resource":[129],"allocation":[130],"proportional":[133],"fair":[134],"(PF)":[135],"setting":[136],"varying":[138],"densities":[140],"examine":[142],"this.":[143],"Our":[144],"findings":[145],"demonstrate":[146],"offers":[149],"no":[150],"superiority":[151],"over":[152],"PF":[154,184],"single-connectivity":[155,185],"baseline":[156],"in":[157,161],"networks.":[159],"Furthermore,":[160],"sparse":[162],"networks,":[163],"show":[165],"while":[167],"can":[169,187],"potentially":[170],"enhance":[171],"throughput,":[173],"it":[174],"does":[175],"not":[176],"significantly":[177],"individual":[179],"users'":[180],"QoS,":[181],"as":[182],"scheme":[186],"offer":[188],"sufficient":[189],"every":[192],"user.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}