Optimizing Network Communication in Distributed AI Systems
Network Bottlenecks in Distributed Training
Gradient synchronization across nodes can slow down training.
Optimization Methods
- Efficient collective communication
- Reducing synchronization frequency
- Topology-aware scheduling
Optimized communication significantly improves scalability.
