𝑆 2 Loop: Explore Optimal Authentication Block Strategy for ML
J. Strzeszynski, Jianming Tong, Kyungmi Lee et al.
· 0 citations
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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.
· Conference on Applications,... · 0 citations
Jul 2026
TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI
TRACE-Router is presented, a task-level routing framework that aligns routing with the unit of supervision, and learns routing policies that adapt to the workload while avoiding explicit task-complexity estimation.
Ritik Raj, Souvik Kundu, Sarbartha Banerjee et al.
· arXiv.org · 1 citation