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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Somya Prasad Sethy

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#large language models Open access Sep 2026

Disaggregated KV-Cache Fabric: Hardware-Agnostic RAM-Tiering, PCIe DMA Eviction, and Fine-Grained Prefix Deduplication for Autonomous Agent Swarms

Modern Large Language Model (LLM) serving systems face an acute memory wall dominated by Key-Value (KV) cache allocation rather than model weight storage. In multi-agent autonomous swarms—where dozens of concurrent agents share extensive system prompts, tool schemas, and branching conversational trajectories—redundant...

Somya Prasad Sethy · 0 citations
#large language models Open access Sep 2026

Disaggregated KV-Cache Fabric: Hardware-Agnostic RAM-Tiering, PCIe DMA Eviction, and Fine-Grained Prefix Deduplication for Autonomous Agent Swarms

Modern Large Language Model (LLM) serving systems face an acute memory wall dominated by Key-Value (KV) cache allocation rather than model weight storage. In multi-agent autonomous swarms—where dozens of concurrent agents share extensive system prompts, tool schemas, and branching conversational trajectories—redundant...

Somya Prasad Sethy · 0 citations

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