RESEARCHarXiv CS.LG·13d ago
HEAL: Resilient and Self-* Hub-based Learning
This paper introduces HEAL, a novel cross-layer decentralized learning framework that addresses the challenges of existing methods like Federated, Gossip, and Epidemic Learning. HEAL combines their strengths by leveraging an optimized self-organizing and self-healing P2P overlay network.
27