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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Wanyu Lin

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Preprint Aug 2026

BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration

BANDMAS is a multi-agent collaboration framework that models inter-agent communications as task-oriented traffic, which enables efficient transmission via causality-inspired replay valuation and decomposes messages into several data packets by analyzing their semantic features such as evidence and requests.

Jiangwen Dong, Wanyu Lin · 0 citations

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