2 papers
cs.NI2026
Makespan Minimization in Split Learning: From Theory to Practice
Robert Ganian, Fionn Mc Inerney, Dimitra Tsigkari
Split learning recently emerged as a solution for distributed machine learning with heterogeneous IoT devices, where clients can offload part of their training to computationally-p…
cs.NI2024
Parameterized Complexity of Caching in Networks
Robert Ganian, Fionn Mc Inerney, Dimitra Tsigkari
The fundamental caching problem in networks asks to find an allocation of contents to a network of caches with the aim of maximizing the cache hit rate. Despite the problem's impor…