{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-LZZMXOCQ/7a9dbb69-4167-4cd5-b347-ef61f4feae25/PDF","dcterms:extent":"1517 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:DOC-LZZMXOCQ/8a7f4b75-5406-4c38-8ff0-3170ecc20988/TEXT","dcterms:extent":"29 KB"}],"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:DOC-LZZMXOCQ","dcterms:issued":"2025","dc:creator":["Jaikumar, Rishi Vharsun","Lakshmanasamy, Arun","Mohan, Bhuvaneswari","Rajamanickam, Hariharan","Ramesh, Parameswaran"],"dc:format":[{"@xml:lang":"sl","#text":"številka:1"},{"@xml:lang":"sl","#text":"letnik:55"},{"@xml:lang":"sl","#text":"str. 37-45"}],"dc:identifier":["ISSN:0352-9045","DOI:10.33180/InfMIDEM2025.103","COBISSID_HOST:281441795","URN:URN:NBN:SI:doc-LZZMXOCQ"],"dc:language":"en","dc:publisher":{"@xml:lang":"sl","#text":"Strokovno društvo za mikroelektroniko, elektronske sestavne dele in materiale"},"dc:source":{"@xml:lang":"sl","#text":"Informacije MIDEM"},"dc:subject":[{"@xml:lang":"sl","#text":"5G"},{"@xml:lang":"en","#text":"conformal prediction"},{"@xml:lang":"sl","#text":"dodeljevanje virov"},{"@xml:lang":"sl","#text":"eMBB"},{"@xml:lang":"sl","#text":"konformno napovedovanje"},{"@xml:lang":"en","#text":"resource allocation"},{"@xml:lang":"sl","#text":"URLLC"}],"dc:title":{"@xml:lang":"sl","#text":"Efficient resource allocation for ultra reliable low latency communication delay minimization in fifth generation networks| Učinkovita dodelitev virov za izjemno zanesljivo komunikacijo z nizkimi zakasnitvami za zmanjšanje zakasnitev v omrežjih pete generacije|"},"dc:description":[{"@xml:lang":"sl","#text":"In Modern world, Fifth Generation (5G) technology is ubiquitous, so it is necessary to meet all of its service requirements. Hence, resource allocation for every service is very important. This research addresses the problem of resource allocation for both Enhanced Mobile Broadband (eMBB) and Ultra Reliable Low Latency Communication (URLLC) users. The work comprises both static and dynamic resource allocation for eMBB and URLLC users. This research aims to minimize latency for URLLC users by taking into account the time and energy constraints of both eMBB and URLLC in static resource allocation, formulating these constraints as a convex optimisation problem. The results show that the static resource allocation strategy performs better than the fixed bandwidth and Central Processing Unit (CPU) cycle schemes. However, the use of static resource allocation becomes inefficient as the number of users increases. We propose a dynamic resource allocation strategy to address this issue, which uses online conformal prediction to schedule URLLC traffic on top of eMBB. The dynamic resource allocation strategy outperforms all previous resource allocation methods, ensuring 67% eMBB efficiency and 1 millisecond latency for URLLC users"},{"@xml:lang":"sl","#text":"V sodobnem svetu je tehnologija pete generacije (5G) prisotna povsod, zato je treba izpolniti vse zahteve glede storitev. Zelo pomembno je dodeljevanje virov za vsako storitev. Raziskava obravnava problem dodeljevanja virov za uporabnike izboljšanega mobilnega širokopasovnega omrežja (eMBB) in ultra zanesljivega komuniciranja z nizko zakasnitvijo (URLLC). Delo vključuje statično in dinamično dodeljevanje virov za uporabnike eMBB in URLLC. Cilj te raziskave je čim bolj zmanjšati zakasnitve za uporabnike URLLC z upoštevanjem časovnih in energetskih omejitev eMBB in URLLC pri statičnem dodeljevanju virov, pri čemer se te omejitve oblikujejo kot konveksni optimizacijski problem. Rezultati kažejo, da je strategija statičnega dodeljevanja virov boljša kot sheme s fiksno pasovno širino in cikli centralne procesne enote (CPU). Vendar, ko se poveča število uporabnikov, postane uporaba statičnega dodeljevanja virov neučinkovita. Predlagamo dinamično strategijo dodeljevanja virov za reševanje tega vprašanja, ki uporablja spletno konformno napovedovanje za načrtovanje prometa URLLC na vrhu eMBB. Dinamična strategija dodeljevanja virov je boljša od vseh prejšnjih metod dodeljevanja virov in zagotavlja 67-odstotno učinkovitost eMBB ter milisekundno zakasnitev za uporabnike URLLC"}],"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:DOC-LZZMXOCQ","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:DOC-LZZMXOCQ"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:DOC-LZZMXOCQ/7a9dbb69-4167-4cd5-b347-ef61f4feae25/PDF"},"edm:rights":{"@rdf:resource":"http://creativecommons.org/licenses/by/4.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:intermediateProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:dataProvider":{"@xml:lang":"sl","#text":"Strokovno društvo za mikroelektroniko, elektronske sestavne dele in materiale"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:DOC-LZZMXOCQ/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:DOC-LZZMXOCQ"}}}}