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pro vyhledávání: '"Reale, Rafael F."'
Reinforcement learning (RL) is currently used in various real-life applications. RL-based solutions have the potential to generically address problems, including the ones that are difficult to solve with heuristics and meta-heuristics and, in additio
Externí odkaz:
http://arxiv.org/abs/2211.12987
Publikováno v:
International Journal of Network Management, vol na, p e2148, 2020
Network neutrality (NN) is a principle of equal treatment of data in network infrastructures with fairness and universality being the primary outcomes of the NN management practice. For networks, the accomplishment of NN management practice is essent
Externí odkaz:
http://arxiv.org/abs/2106.08729
Publikováno v:
IEEE LAT, vol. 18, no. 5, pp. 853 860, Apr. 2020
The communication network context in actual systems like 5G, cloud and IoT (Internet of Things), presents an ever-increasing number of users, applications, and services that are highly distributed with distinct and heterogeneous communications requir
Externí odkaz:
http://arxiv.org/abs/2102.00460
Resource allocation is an essential design aspect for current systems and bandwidth allocation is an essential design aspect in multi-protocol label switched and OpenFlow/SDN network infrastructures. The bandwidth allocation models (BAMs) are an alte
Externí odkaz:
http://arxiv.org/abs/2102.00273
Publikováno v:
Journal of Computer and Communications, September 2020, ISSN Online: 2327-5227
Artificial intelligence (AI) has been used in various areas to support system optimization and find solutions where the complexity makes it challenging to use algorithmic and heuristics. Case-based Reasoning (CBR) is an AI technique intensively explo
Externí odkaz:
http://arxiv.org/abs/2009.04346
DiffServ-aware MPLS-TE (DS-TE) allows bandwidth reservation for Traffic Classes (TCs) in MPLS-based engineered networks and, as such, improves the basic MPLS-TE model. In DS-TE networks, per-Class quality of service guarantees are provided while bein
Externí odkaz:
http://arxiv.org/abs/1904.07861
Autor:
Reale, Rafael F., Bezerra, Romildo M. S., Duraes, Gilvan, Fontinele, Alexandre C., Soares, Andre C. B., Martins, Joberto S. B.
Bandwidth Allocation Models (BAMs) configure and handle resource allocation (bandwidth, LSPs, fiber, slots) in networks in general (IP/MPLS/DS-TE, optical domain, other). In this paper, BAMs are considered for elastic optical networks slot allocation
Externí odkaz:
http://arxiv.org/abs/1904.07862
This ILLUSTRATED TECHNICAL PAPER presents the slides and related discussion describing the contents of the paper "Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model". The talk was presented at the 9th Annual Conferen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c14fa47c84a401cef2eb07a4de889f56
Akademický článek
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Autor:
Reale, Rafael F.
A concorrência por recursos de redes necessita ser arbitrada de acordo com as características de cada aplicação ou serviço para fornecer uma forma satisfatória, transparente e com um custo aceitável de utilização para os usuários. O atendim
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f3d2f696385bece865cccc7088ca954a