Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.20494.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Empirically characterizes LLM call interarrival time distributions across sequential, star, and full-mesh agentic coordination topologies over 500 runs each, finding that fan-out coordination introduces bimodality, that reasoning-phase traffic follows log-normal distributions, and that the Poisson null model is rejected across all topologies, with differences propagating to inference and network metrics.

First systematic traffic characterization of multi-agent LLM systems across coordination topologies, with a released measurement framework—relevant for planning inference capacity for agentic workloads.

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