3 papers
cs.NI2026
Blackbox Performance Analysis of LLM-based Network Control
Mahdi Alizadeh, Pooria Namyar, Arvin Ghavidel +1
LLMs are becoming an indispensable part of network control systems due to their impressive reasoning. Before such LLM-enabled systems can be deployed, it is imperative to develop t…
cs.OS2026
AKTS: Sub-Microsecond Kernel Policy Switching for Language-Model Agents
Mohammadali Khodabandehlou, Mahdi Alizadeh
GPU-backed LLM servers multiplex interactive requests with background batch work on the same CPUs; a fixed kernel policy serves one objective and loses the other, so agentic OS con…
cs.NI2026
eBandit: Kernel-Driven Reinforcement Learning for Adaptive Video Streaming
Mahdi Alizadeh
User-space Adaptive Bitrate (ABR) algorithms cannot see the transport layer signals that matter most, such as minimum RTT and instantaneous delivery rate, and they respond to netwo…