TAG ARCHIVE

bottleneck-detection

1 MARIA OS blog articles tagged bottleneck-detection, organized as a Bonginkan topic archive for search engines and LLM retrieval.

1 article|Published by Bonginkan

Judgment OS / Decision Intelligence OS

Core MARIA OS research on turning organizational judgment into executable decision systems.

Responsibility Gates and AI Governance

Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.

Multi-Agent Mathematics

Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.

Evidence, RAG, and Knowledge Governance

Evidence bundles, retrieval architecture, Graph RAG, knowledge trust, and auditable reasoning pipelines.

Agentic R&D and Judgment Science

Research operations, simulation labs, judgment science, recursive improvement, and experimental AI governance.

EngineeringFebruary 14, 202644 min read

Communication Topology and Information Cascading in Planet 100: Bottleneck Detection and Bandwidth Optimization in 100+ Agent Clusters

Spectral analysis of the 111-agent communication matrix identifies eigenvalue-based bottleneck signatures and routing strategies

We analyze Planet 100's communication network as a weighted directed graph over 111 agents. Using the eigenvalue spectrum of the normalized communication matrix, we identify bottleneck regions from spectral partitions, derive routing strategies with minimum-cost flow optimization, and show that spectral-guided bandwidth allocation reduces cascading failures by 84% while improving end-to-end throughput by 2.3x.

planet-100communication-topologyinformation-cascadingbottleneck-detectionbandwidth-optimizationspectral-analysisagent-clusters