{"id":"https://openalex.org/W7130554310","doi":"https://doi.org/10.1109/fllm67465.2025.11391126","title":"Harnessing Collaboration to Improve the Accuracy of Throughput Prediction in Cellular Networks","display_name":"Harnessing Collaboration to Improve the Accuracy of Throughput Prediction in Cellular Networks","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W7130554310","doi":"https://doi.org/10.1109/fllm67465.2025.11391126"},"language":"en","primary_location":{"id":"doi:10.1109/fllm67465.2025.11391126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","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/A5071626714","display_name":"Darijo Raca","orcid":"https://orcid.org/0000-0002-5317-2143"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Darijo Raca","raw_affiliation_strings":["University of Sarajevo,Faculty of Electrical Engineering,Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Electrical Engineering,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066566275","display_name":"Ahmed H. Zahran","orcid":"https://orcid.org/0000-0003-3405-0324"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ahmed Zahran","raw_affiliation_strings":["University College Cork,School of Computer Science & IT,Cork,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork,School of Computer Science & IT,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012898940","display_name":"C. Sreenan","orcid":null},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Cormac J. Sreenan","raw_affiliation_strings":["University College Cork,School of Computer Science & IT,Cork,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork,School of Computer Science & IT,Cork,Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068604840","display_name":"Abhishek Tiwari","orcid":"https://orcid.org/0000-0003-3807-4032"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhishek Tiwari","raw_affiliation_strings":["Meta Platforms Inc.,Menlo Park,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Platforms Inc.,Menlo Park,CA,USA","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069220498","display_name":"Riten Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riten Gupta","raw_affiliation_strings":["Meta Platforms Inc.,Menlo Park,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Platforms Inc.,Menlo Park,CA,USA","institution_ids":["https://openalex.org/I4210114444"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57487258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1284","last_page":"1289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.4108000099658966,"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/T12238","display_name":"Green IT and Sustainability","score":0.4108000099658966,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.21969999372959137,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.18940000236034393,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/pooling","display_name":"Pooling","score":0.8367999792098999},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6956999897956848},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6098999977111816},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5435000061988831},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42899999022483826},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4207000136375427}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8367999792098999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123000025749207},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6956999897956848},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6098999977111816},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5435000061988831},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4207000136375427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3646000027656555},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34769999980926514},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30160000920295715},{"id":"https://openalex.org/C2986910011","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Cellular radio","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.298799991607666},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28360000252723694},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C2779606945","wikidata":"https://www.wikidata.org/wiki/Q5145847","display_name":"Collaborative network","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fllm67465.2025.11391126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","raw_type":"proceedings-article"},{"id":"pmh:oai:cora.ucc.ie:10468/18790","is_oa":false,"landing_page_url":"https://hdl.handle.net/10468/18790","pdf_url":null,"source":{"id":"https://openalex.org/S4306400766","display_name":"Cork Open Research Archive (University College Cork)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27577105","host_organization_name":"University College Cork","host_organization_lineage":["https://openalex.org/I27577105"],"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":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4900234639644623}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2617473145","https://openalex.org/W2809811157","https://openalex.org/W3011023724","https://openalex.org/W3183765950","https://openalex.org/W4205630180","https://openalex.org/W4283206846","https://openalex.org/W4293094831","https://openalex.org/W4384934710","https://openalex.org/W4392152392","https://openalex.org/W4392399631","https://openalex.org/W4400350897","https://openalex.org/W4400762160","https://openalex.org/W4401175750","https://openalex.org/W4406861398"],"related_works":[],"abstract_inverted_index":{"Throughput":[0],"prediction":[1,107],"in":[2,9,34,53,82,106],"cellular":[3],"networks":[4],"has":[5],"garnered":[6],"considerable":[7],"interest":[8],"recent":[10],"years":[11],"due":[12],"to":[13,73,98,111,121],"its":[14,31,42],"demonstrated":[15],"positive":[16],"impact":[17],"on":[18,38],"quality":[19],"of":[20,41,50,67,109],"experience.":[21],"Existing":[22],"proposals":[23],"operate":[24],"by":[25,62],"having":[26],"each":[27],"user":[28],"device":[29,51],"make":[30],"own":[32],"predictions,":[33,61],"a":[35,54,64,71,104],"standalone":[36],"manner,":[37],"the":[39,101],"basis":[40],"local":[43],"measurements.":[44],"Our":[45],"hypothesis":[46],"is":[47],"that":[48,115],"pooling":[49],"measurements":[52],"collaborative":[55,89],"way":[56],"can":[57],"yield":[58],"more":[59],"accurate":[60],"allowing":[63],"broader":[65],"set":[66],"observations":[68],"from":[69],"within":[70],"cell":[72],"be":[74],"combined.":[75],"To":[76],"this":[77],"end,":[78],"we":[79],"identify":[80],"shortcomings":[81],"existing":[83],"datasets,":[84],"and":[85,119],"then":[86],"present":[87],"our":[88],"approach,":[90],"along":[91],"with":[92],"an":[93],"extensive":[94],"evaluation.":[95],"When":[96],"compared":[97],"operating":[99],"standalone,":[100],"results":[102],"show":[103],"reduction":[105],"error":[108],"up":[110,120],"66%":[112],"for":[113,123],"users":[114],"have":[116],"been":[117],"inactive,":[118],"17%":[122],"active":[124],"users.":[125]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-02-20T00:00:00"}