Real Time Task Assignment Via Grpc Streaming With Worker Heartbeat Monitoring

via “real-time task assignment via grpc streaming with worker heartbeat monitoring”

Distributed task queue for AI workloads.

Unique: Uses persistent gRPC streaming for push-based task assignment instead of pull-based polling, with automatic heartbeat-based failure detection and task reassignment. Dispatcher maintains worker registration state and matches tasks to workers based on declared availability, enabling fair scheduling without explicit queue management.

vs others: Lower latency than Redis/RabbitMQ polling-based queues; more sophisticated failure detection than simple timeout-based reassignment.