Zobrazeno 1 - 10
of 150
pro vyhledávání: '"Kobbane, Abdellatif"'
Autor:
Hanjri, Mohammed El, Reguieg, Hamza, Attiaoui, Adil, Abouaomar, Amine, Kobbane, Abdellatif, Kamili, Mohamed El
In the era of the Internet of Things (IoT), decentralized paradigms for machine learning are gaining prominence. In this paper, we introduce a federated learning model that capitalizes on the Euclidean distance between device model weights to assess
Externí odkaz:
http://arxiv.org/abs/2401.12356
According to the World Health Organization (WHO), air pollution kills seven million people every year. Outdoor air pollution is a major environmental health problem affecting low, middle, and high-income countries. In the past few years, the research
Externí odkaz:
http://arxiv.org/abs/2401.01788
In this paper, we investigate Federated Learning (FL), a paradigm of machine learning that allows for decentralized model training on devices without sharing raw data, there by preserving data privacy. In particular, we compare two strategies within
Externí odkaz:
http://arxiv.org/abs/2309.01275
In the face of growing urban populations and the escalating number of vehicles on the roads, managing transportation efficiently and ensuring safety have become critical challenges. To tackle these issues, the development of intelligent control syste
Externí odkaz:
http://arxiv.org/abs/2308.02614
Water consumption remains a major concern among the world's future challenges. For applications like load monitoring and demand response, deep learning models are trained using enormous volumes of consumption data in smart cities. On the one hand, th
Externí odkaz:
http://arxiv.org/abs/2301.13036
Publikováno v:
In Engineering Applications of Artificial Intelligence November 2024 137 Part B
The evolution of the future beyond-5G/6G networks towards a service-aware network is based on network slicing technology. With network slicing, communication service providers seek to meet all the requirements imposed by the verticals, including ultr
Externí odkaz:
http://arxiv.org/abs/2202.06439
Radio access network (RAN) slicing is a key technology that enables 5G network to support heterogeneous requirements of generic services, namely ultra-reliable low-latency communication (URLLC) and enhanced mobile broadband (eMBB). In this paper, we
Externí odkaz:
http://arxiv.org/abs/2202.06435
With the booming growth of advanced digital technologies, it has become possible for users as well as distributors of energy to obtain detailed and timely information about the electricity consumption of households. These technologies can also be use
Externí odkaz:
http://arxiv.org/abs/2202.03264
Low-Latency IoT applications such as autonomous vehicles, augmented/virtual reality devices and security applications require high computation resources to make decisions on the fly. However, these kinds of applications cannot tolerate offloading the
Externí odkaz:
http://arxiv.org/abs/2201.11837