3 papers
cs.DC2025
Falafels: A tool for Estimating Federated Learning Energy Consumption via Discrete Simulation
Andrew Mary Huet de Barochez, Stéphan Plassart, Sébastien Monnet
The growth in computational power and data hungriness of Machine Learning has led to an important shift of research efforts towards the distribution of ML models on multiple machin…
cs.NI2023
Saihu: A Common Interface of Worst-Case Delay Analysis Tools for Time-Sensitive Networks
Chun-Tso Tsai, Seyed Mohammadhossein Tabatabaee, Stéphan Plassart +1
Time-sensitive networks, as in the context of IEEE-TSN and IETF-Detnet, require bounds on worst-case delays. Various network analysis tools compute such bounds; these tools are bas…
cs.NI2021
Equivalent Versions of Total Flow Analysis
Stéphan Plassart, Jean-Yves Le Boudec
Total Flow Analysis (TFA) is a method for conducting the worst-case analysis of time sensitive networks without cyclic dependencies. In networks with cyclic dependencies, Fixed-Poi…