Compute Orchestration
ASR Compute Policy Router & Scheduler
Action-State-Reward (ASR) reinforcement policy scheduler for dynamic workload partitioning across heterogeneous GPU clusters, workstations, and edge NPUs.
ASR Policy EngineAwaiting GPU Workers
Routing Strategy
ASR Reinforcement
Dynamic Pareto optimization
Dispatch Latency
—
Awaiting live workers
Active Routes
0 Pipelines
Registered on-chain
Cost Efficiency
—
Awaiting live workers
Active Hardware & Policy Routing Rules
Automatic dispatching based on model size and latency SLA
No Active Routing Rules
No live compute cluster is connected yet. Routing rules are only populated once GPU workers register on-chain and report their hardware, latency, and proof capabilities.
ASR Multi-Objective Policy Tuning
Adjust tradeoff weights between Cost, Latency, and Proof Security
Cost Optimization Weight (Beta-Cost):40%
Latency Minimization Weight (Beta-Latency):40%
Proof & Security Weight (Beta-Proof):20%