output
20002026
most citedBenchmark Analysis of Representative Deep Neural Network Architectures

853 citations

Showing cs.NIShow all

35 papers · 1 filter

cs.NI2026

FLAIR: Distributed Federated Learning with Dynamic Clustering

Ihssan Boutebicha, Bilel Zaghdoudi, Mohamed Amine Legheraba +1

Federated Learning (FL) offers a privacy-preserving framework for distributed machine learning, yet conventional centralized and hierarchical architectures present significant chal…

cs.NI2025★ 49 cited

SLICES, a scientific instrument for the networking community

Serge Fdida, Nikos Makris, Thanasis Korakis +8

A science is defined by a set of encyclopedic knowledge related to facts or phenomena following rules or evidenced by experimentally-driven observations. Computer Science and in pa…

cs.NI2023★ 16 cited

Multitenant Containers as a Service (CaaS) for Clouds and Edge Clouds

Berat Can Senel, Maxime Mouchet, Justin Cappos +3

Cloud computing, offering on-demand access to computing resources through the Internet and the pay-as-you-go model, has marked the last decade with its three main service models; I…

cs.NI2018★ 17 cited

Mobility as an Alternative Communication Channel: A Survey

Benjamin Baron, Prométhée Spathis, Marcelo Dias de Amorim +2

We review the research literature investigating systems in which mobile entities can carry data while they move. These entities can be either mobile by nature (e.g., human beings a…

cs.NI2018★ 24 cited

Optimal Cache Leasing from a Mobile Network Operator to a Content Provider

Jonatan Krolikowski, Anastasios Giovanidis, Marco Di Renzo

Caching popular content at the wireless edge is recently proposed as a means to reduce congestion at the backbone of cellular networks. The two main actors involved are Mobile Netw…

cs.NI2017★ 2 cited

Can MPTCP Secure Internet Communications from Man-in-the-Middle Attacks?

Ho-Dac-Duy Nguyen, Chi-Dung Phung, Stefano Secci +2

-Multipath communications at the Internet scale have been a myth for a long time, with no actual protocol being deployed so that multiple paths could be taken by a same connection…