Documentation
Dynamic Agent Networks
Documentation
Documentation
Dynamic Agent Networks
Dynamic Agent Networks
Dynamic Agent Networks
Self-Organizing Protocol
Self-Organizing Protocol
Phase 1 - Swarm Formation:
Phase 1 - Swarm Formation:
def form_swarm(task_dag, available_agents): # Multi-objective optimization: Cost vs Latency vs Fault Tolerance problem = { "variables": agent_ids, "objectives": [min_cost, max_reliability], "constraints": task_deadlines } return NSGAII_Solver(problem).optimize()
Performance:
Performance:
89% resource utilization in chaotic workloads (vs 34% in static clusters)
120ms median swarm reconfiguration time (1K-node testbed)
89% resource utilization in chaotic workloads (vs 34% in static clusters)
120ms median swarm reconfiguration time (1K-node testbed)
Last updated on
Feb
22,
2025
Last updated on
Feb
22,
2025