Peer Availability Monitoring And Adaptive Routing

Unique: Implements lightweight, client-side peer monitoring with adaptive routing based on real-time health metrics. Unlike centralized systems with global health tracking, Petals distributes monitoring across clients, reducing coordination overhead.

vs others: Provides adaptive routing around unreliable peers, whereas static routing plans fail if peers become unavailable; Petals trades routing optimality for resilience.