Zobrazeno 1 - 10
of 167
pro vyhledávání: '"Elbiaze, Halima"'
Federated Learning (FL) has gained attention across various industries for its capability to train machine learning models without centralizing sensitive data. While this approach offers significant benefits such as privacy preservation and decreased
Externí odkaz:
http://arxiv.org/abs/2409.11442
Grant free access, in which each Internet of Things (IoT) device delivers its packets through a randomly selected resource without spending time on handshaking procedures, is a promising solution for supporting the massive connectivity required for I
Externí odkaz:
http://arxiv.org/abs/2402.00008
Artificial Intelligence (AI) is expected to play an instrumental role in the next generation of wireless systems, such as sixth-generation (6G) mobile network. However, massive data, energy consumption, training complexity, and sensitive data protect
Externí odkaz:
http://arxiv.org/abs/2312.04688
Autor:
Gherari, Manel, Akbari, Fatemeh Aghaali, Habibi, Sama, Ali, Soukaina Ouledsidi, Hmitti, Zakaria Ait, Kardjadja, Youcef, Saqib, Muhammad, Maia, Adyson Magalhaes, Rayani, Marsa, Soyak, Ece Gelal, Elbiaze, Halima, Ercetin, Ozgur, Ghamri-Doudane, Yacine, Glitho, Roch, Ajib, Wessam
Future networks are anticipated to enable exciting applications and industrial services ranging from Multisensory Extended Reality to Holographic and Haptic communication. These services are accompanied by high bandwidth requirements and/or require l
Externí odkaz:
http://arxiv.org/abs/2312.00303
Publikováno v:
IEEE Transactions on Network and Service Management 18, no. 3 (2021), pp. 3415-3431
With the explosive demands for data, content delivery networks are facing ever-increasing challenges to meet end-users quality-of-experience requirements, especially in terms of delay. Content can be migrated from surrogate servers to local caches cl
Externí odkaz:
http://arxiv.org/abs/2307.08905
Publikováno v:
Ubiquitous Networking: 7th International Symposium, UNet 2021, Revised Selected Papers 7 (pp. 186-198). Springer International Publishing
Computing in the network (COIN) is a promising technology that allows processing to be carried out within network devices such as switches and network interface cards. Time sensitive application can achieve their quality of service (QoS) target by fl
Externí odkaz:
http://arxiv.org/abs/2307.08902
Autor:
Aghaaliakbari, Fatemeh, Hmitti, Zakaria Ait, Rayani, Marsa, Gherari, Manel, Glitho, Roch H., Elbiaze, Halima, Ajib, Wessam
Publikováno v:
IEEE Communications Magazine, vol. 61, no. 3, pp. 52-58, March 2023
Applications such as holographic concerts are now emerging. However, their provisioning remains highly challenging. Requirements such as high bandwidth and ultra-low latency are still very challenging for the current network infrastructure. In-networ
Externí odkaz:
http://arxiv.org/abs/2307.08900
Publikováno v:
GLOBECOM 2022-2022 IEEE Global Communications Conference, pp. 2116-2121
Microservices are a promising technology for future networks, and many research efforts have been devoted to optimally placing microservices in cloud data centers. However, microservices deployment in edge and in-network devices is more expensive tha
Externí odkaz:
http://arxiv.org/abs/2307.08898
Publikováno v:
IEEE Journal on Selected Areas in Communications, vol. 38, no. 7, pp. 1417-1431, July 2020
The advent of a new breed of enhanced multimedia services has put network operators into a position where they must support innovative services while ensuring both end-to-end Quality of Service requirements and profitability. Recently, Network Functi
Externí odkaz:
http://arxiv.org/abs/2307.06488