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

Author

Bob Lantz

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Book Open access Aug 2026

DynamoServe: A Distributed Tiered Memory System for Multi-tenant LLM Serving

DynamoServe is presented, a multi-tenant LLM serving framework that addresses challenges through three key innovations: leveraging stranded GPU memory to offload model weights and KV caches, mitigating resource fragmentation in multi-workload environments, and improving memory locality through coordinated data placement and demand-driven weight migration across GPUs.

Diman Zad Tootaghaj, Khaled Diab, Bob Lantz et al. · 0 citations
Book Open access Aug 2026

CCSwitch: A Scalable Data Plane for Non-Blocking In-Network Collective Communication

This work presents CCSwitch, a modular switching fabric built from 4×4 non-blocking Collective Engines, a modular switching fabric built from 4×4 non-blocking Collective Engines (CEs) that combines spatial and temporal parallelism to perform reductions without accumulation buffers.

Sumukh Pinge, Hardik Soni, Bob Lantz et al. · 0 citations

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