Task assignment on distributed-memory systems with adaptive wormhole routing
V.A. Dixit-Radiya, Dhabaleswar K. DK Panda · 2002
Assignment of tasks of a parallel program onto processors of a distributed-memory system is critical to obtain minimal program completion time by minimizing communication overhead. The paper presents task assignment heuristics for wormhole-routed systems. A Temporal Communication Graph is used to model task graphs and to identify spatial and temporal link contention. The interplay between degree of routing adaptivity, topology, application characteristics, and task assignment is studied by evaluating random task graphs using an event-driven simulator. The study indicates that even for systems supporting fully-adaptive routing, efficient task assignment is necessary to reduce program completion time, especially for communication-bound applications.>