AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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ACache is presented, a cross-request cache reuse mechanism for shared spans, or affixes, at any position: prefix, infix, or suffix, and co-designs it with a modern inference engine, whose attention reads each request's recomputed Anchor KV states alongside one affix cache shared across concurrent requests.
Libra is presented, an adaptive runtime for agentic RL post-training with two complementary components: intra-stage scheduling via a Causality-Guided Bucket Scheduler that routes requests across execution buckets with different parallelism configurations, reducing delays from rollout stragglers; and cross-stage coordin...
This work builds Silverstone to orchestrate dynamically both compute and network in disaggregated RL, using a reconfigurable optical-electrical fabric called RFabric that achieves superior performance-cost efficiency at scale over static Fat-Tree networks.
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