{"id":"https://openalex.org/W4401164200","doi":"https://doi.org/10.1109/bmsb62888.2024.10608237","title":"FRADIS: A Machine Learning-based Multipath Solution for Differentiated Services in a Network Slicing-enhanced Delivery Environment","display_name":"FRADIS: A Machine Learning-based Multipath Solution for Differentiated Services in a Network Slicing-enhanced Delivery Environment","publication_year":2024,"publication_date":"2024-06-19","ids":{"openalex":"https://openalex.org/W4401164200","doi":"https://doi.org/10.1109/bmsb62888.2024.10608237"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb62888.2024.10608237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb62888.2024.10608237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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/A5041345443","display_name":"Anderson Augusto Simiscuka","orcid":"https://orcid.org/0000-0002-0851-2452"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Anderson Augusto Simiscuka","raw_affiliation_strings":["Dublin City University,School of Electronic Engineering,Dublin,Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University,School of Electronic Engineering,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064686460","display_name":"Abid Yaqoob","orcid":"https://orcid.org/0000-0002-9541-4251"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Abid Yaqoob","raw_affiliation_strings":["Dublin City University,School of Electronic Engineering,Dublin,Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University,School of Electronic Engineering,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050234051","display_name":"Gabriel\u2010Miro Muntean","orcid":"https://orcid.org/0000-0002-9332-4770"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gabriel-Miro Muntean","raw_affiliation_strings":["Dublin City University,School of Electronic Engineering,Dublin,Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University,School of Electronic Engineering,Dublin,Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041345443"],"corresponding_institution_ids":["https://openalex.org/I42934936"],"apc_list":null,"apc_paid":null,"fwci":1.731,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85425394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9939000010490417,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9939000010490417,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9304999709129333,"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/slicing","display_name":"Slicing","score":0.842300534248352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7474215626716614},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.6140154600143433},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4625987112522125},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21541163325309753}],"concepts":[{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.842300534248352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7474215626716614},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.6140154600143433},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4625987112522125},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21541163325309753},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bmsb62888.2024.10608237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb62888.2024.10608237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"},{"id":"pmh:oai:doras.dcu.ie:29974","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401511","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1967330816","https://openalex.org/W2010934326","https://openalex.org/W2061700262","https://openalex.org/W2075115825","https://openalex.org/W2104644670","https://openalex.org/W2343964994","https://openalex.org/W2612074600","https://openalex.org/W2752911450","https://openalex.org/W2781593575","https://openalex.org/W2791113231","https://openalex.org/W2791695580","https://openalex.org/W2858221652","https://openalex.org/W2885747671","https://openalex.org/W2899662195","https://openalex.org/W2914160091","https://openalex.org/W2915905517","https://openalex.org/W3046172474","https://openalex.org/W3092023883","https://openalex.org/W3142864613","https://openalex.org/W3203163062","https://openalex.org/W4287847317","https://openalex.org/W4287847347","https://openalex.org/W4327643815","https://openalex.org/W4383427914","https://openalex.org/W4385801015","https://openalex.org/W4385804962","https://openalex.org/W4387870008","https://openalex.org/W4390481616","https://openalex.org/W4392821632","https://openalex.org/W6752314626"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2319961983"],"abstract_inverted_index":{"The":[0,130],"increase":[1],"in":[2,71],"number":[3],"of":[4,109,136,167,207,218],"devices":[5,15],"per":[6],"person":[7],"driven":[8],"by":[9],"the":[10,37,81,96,106,165,187,199,205,208],"latest":[11],"wearable":[12],"and":[13,26,41,51,60,98,127,150,158,190,211],"IoT":[14,149],"poses":[16],"challenges":[17],"for":[18,83,95,194],"network":[19,53,101,178],"support.":[20],"Despite":[21],"advancements":[22],"like":[23],"IEEE":[24],"802.11ax":[25],"5G":[27,97],"New":[28],"Radio,":[29],"no":[30],"single":[31],"technology":[32],"or":[33],"provider":[34],"can":[35],"handle":[36],"growing":[38],"data":[39],"surge":[40],"diverse":[42,112],"service":[43],"demands.":[44],"To":[45],"meet":[46],"this":[47,73,79],"demand,":[48],"a":[49,62,92,133,181],"programmable":[50],"flexible":[52],"infrastructure":[54],"is":[55,74],"essential,":[56],"supporting":[57],"various":[58],"technologies":[59],"adopting":[61],"software-based":[63],"architecture":[64,166],"with":[65,111],"open":[66],"interfaces.":[67],"A":[68],"key":[69],"concepts":[70],"achieving":[72],"Network":[75],"Slicing":[76],"(NetSli).":[77],"In":[78],"context,":[80],"FRAmework":[82],"performance-aware":[84],"Differentiated":[85],"Innovative":[86],"Services":[87],"(FRADIS)":[88],"was":[89],"designed":[90],"as":[91],"comprehensive":[93],"framework":[94,131,210],"beyond":[99],"heterogeneous":[100],"environment,":[102],"aiming":[103,169],"to":[104,118,170,214],"facilitate":[105],"differentiated":[107],"delivery":[108,197],"services":[110],"requirements.":[113],"FRADIS":[114],"integrates":[115],"machine":[116,192],"learning":[117,193],"optimize":[119],"service-specific":[120],"approaches,":[121],"choosing":[122],"between":[123],"infrastructure-dependent":[124],"(traffic":[125],"engineering)":[126],"protocol-based":[128],"solutions.":[129],"targets":[132],"wide":[134],"range":[135],"services,":[137],"including":[138],"smart":[139],"city":[140],"monitoring,":[141,157],"e-health":[142],"information,":[143],"emergency":[144],"messages,":[145],"infotainment,":[146],"targeted":[147],"advertisements,":[148],"sensor":[151],"data,":[152],"road":[153],"traffic":[154,172,183],"navigation,":[155],"agriculture":[156],"touristic":[159],"virtual":[160],"reality.":[161],"This":[162],"paper":[163],"describes":[164],"FRADIS,":[168],"achieve":[171],"control":[173],"through":[174],"NetSli":[175],"at":[176,186,198],"lower":[177],"layers,":[179],"employing":[180],"dynamic":[182],"characteristics-oriented":[184],"protocol":[185],"transport":[188],"layer,":[189],"using":[191],"adaptive":[195],"content":[196],"application":[200],"layer.":[201],"Preliminary":[202],"results":[203],"indicate":[204],"benefits":[206],"proposed":[209],"its":[212],"flexibility":[213],"support":[215],"multiple":[216],"types":[217],"rich-media":[219],"applications.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}