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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

N. Dukkipati

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Book Open access Aug 2026

CSIG: Congestion Signaling for Datacenter Transports

This work introduces CSIG, a protocol that delivers precise, multi-bit bottleneck congestion signals via a fixed-length Ethernet header, and proposes Fast Ramp-Up, a congestion control primitive that leverages these bottleneck signals to reduce median RPC latency by 20% and unclaimed bandwidth by 60% in production.

Abhiram Ravi, Nandita Dukkipati, Weiwu Pang et al. · 0 citations

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