FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3119271489> ?p ?o ?g. }

• W3119271489 endingPage "12716" @default.
• W3119271489 startingPage "12706" @default.
• W3119271489 abstract "The need to cope with the continuously growing number of connected users and the increased demand for mobile broadband services in the Internet of Things has led to the notion of introducing the fog computing paradigm in fifth generation (5G) mobile networks in the form of fog radio access network (F-RAN). The F-RAN approach emphasises bringing the computation capability to the edge of the network so as to reduce network bottlenecks and improve latency. However, despite the potential, the management of computational resources remains a challenge in F-RAN architectures. Thus, this paper aims to overcome the shortcomings of conventional approaches to computational resource allocation in F-RANs. Reinforcement learning (RL) is presented as a method for dynamic and autonomous resource allocation, and an algorithm is proposed based on Q-learning. RL has several benefits in resource allocation problems and simulations carried out show that it outperforms reactive methods. Furthermore, the results show that the proposed algorithm improves latency and thus has the potential to have a major impact in 5G applications, particularly the Internet of Things." @default.
• W3119271489 created "2021-01-18" @default.
• W3119271489 creator A5000664340 @default.
• W3119271489 creator A5001175346 @default.
• W3119271489 creator A5064718136 @default.
• W3119271489 date "2021-01-01" @default.
• W3119271489 modified "2023-10-13" @default.
• W3119271489 title "Reinforcement Learning-Based Resource Management Model for Fog Radio Access Network Architectures in 5G" @default.
• W3119271489 cites W2013770282 @default.
• W3119271489 cites W2062936250 @default.
• W3119271489 cites W2064969374 @default.
• W3119271489 cites W2128145324 @default.
• W3119271489 cites W2343625647 @default.
• W3119271489 cites W2443832241 @default.
• W3119271489 cites W2566935729 @default.
• W3119271489 cites W2605868208 @default.
• W3119271489 cites W2759910885 @default.
• W3119271489 cites W2770322212 @default.
• W3119271489 cites W2781581587 @default.
• W3119271489 cites W2786436534 @default.
• W3119271489 cites W2793432513 @default.
• W3119271489 cites W2793607270 @default.
• W3119271489 cites W2887019724 @default.
• W3119271489 cites W2887238603 @default.
• W3119271489 cites W2898155611 @default.
• W3119271489 cites W2898485069 @default.
• W3119271489 cites W2898652425 @default.
• W3119271489 cites W2899365571 @default.
• W3119271489 cites W2903362341 @default.
• W3119271489 cites W2916520685 @default.
• W3119271489 cites W2919841665 @default.
• W3119271489 cites W2925689392 @default.
• W3119271489 cites W2944083578 @default.
• W3119271489 cites W2948674973 @default.
• W3119271489 cites W2950863887 @default.
• W3119271489 cites W2955338161 @default.
• W3119271489 cites W2959344709 @default.
• W3119271489 cites W3006721800 @default.
• W3119271489 doi "https://doi.org/10.1109/access.2021.3051695" @default.
• W3119271489 hasPublicationYear "2021" @default.
• W3119271489 type Work @default.
• W3119271489 sameAs 3119271489 @default.
• W3119271489 citedByCount "16" @default.
• W3119271489 countsByYear W31192714892021 @default.
• W3119271489 countsByYear W31192714892022 @default.
• W3119271489 countsByYear W31192714892023 @default.
• W3119271489 crossrefType "journal-article" @default.
• W3119271489 hasAuthorship W3119271489A5000664340 @default.
• W3119271489 hasAuthorship W3119271489A5001175346 @default.
• W3119271489 hasAuthorship W3119271489A5064718136 @default.
• W3119271489 hasBestOaLocation W31192714891 @default.
• W3119271489 hasConcept C106365562 @default.
• W3119271489 hasConcept C108037233 @default.
• W3119271489 hasConcept C110875604 @default.
• W3119271489 hasConcept C120314980 @default.
• W3119271489 hasConcept C136764020 @default.
• W3119271489 hasConcept C153646914 @default.
• W3119271489 hasConcept C154945302 @default.
• W3119271489 hasConcept C162307627 @default.
• W3119271489 hasConcept C182448111 @default.
• W3119271489 hasConcept C207029474 @default.
• W3119271489 hasConcept C2776061582 @default.
• W3119271489 hasConcept C2778456923 @default.
• W3119271489 hasConcept C2779765720 @default.
• W3119271489 hasConcept C2780609101 @default.
• W3119271489 hasConcept C2781041963 @default.
• W3119271489 hasConcept C29202148 @default.
• W3119271489 hasConcept C2986652147 @default.
• W3119271489 hasConcept C31258907 @default.
• W3119271489 hasConcept C41008148 @default.
• W3119271489 hasConcept C555944384 @default.
• W3119271489 hasConcept C68649174 @default.
• W3119271489 hasConcept C76155785 @default.
• W3119271489 hasConcept C81860439 @default.
• W3119271489 hasConcept C82876162 @default.
• W3119271489 hasConcept C93996380 @default.
• W3119271489 hasConcept C97541855 @default.
• W3119271489 hasConceptScore W3119271489C106365562 @default.
• W3119271489 hasConceptScore W3119271489C108037233 @default.
• W3119271489 hasConceptScore W3119271489C110875604 @default.
• W3119271489 hasConceptScore W3119271489C120314980 @default.
• W3119271489 hasConceptScore W3119271489C136764020 @default.
• W3119271489 hasConceptScore W3119271489C153646914 @default.
• W3119271489 hasConceptScore W3119271489C154945302 @default.
• W3119271489 hasConceptScore W3119271489C162307627 @default.
• W3119271489 hasConceptScore W3119271489C182448111 @default.
• W3119271489 hasConceptScore W3119271489C207029474 @default.
• W3119271489 hasConceptScore W3119271489C2776061582 @default.
• W3119271489 hasConceptScore W3119271489C2778456923 @default.
• W3119271489 hasConceptScore W3119271489C2779765720 @default.
• W3119271489 hasConceptScore W3119271489C2780609101 @default.
• W3119271489 hasConceptScore W3119271489C2781041963 @default.
• W3119271489 hasConceptScore W3119271489C29202148 @default.
• W3119271489 hasConceptScore W3119271489C2986652147 @default.
• W3119271489 hasConceptScore W3119271489C31258907 @default.
• W3119271489 hasConceptScore W3119271489C41008148 @default.
• W3119271489 hasConceptScore W3119271489C555944384 @default.
• W3119271489 hasConceptScore W3119271489C68649174 @default.

• next