Invited Talk: Enabling ML in the OS
Speaker: Saurabh Agarwal

Time: 4:30-5:30 pm, Apr 24th, 2025
Location: CS 2310 (online on Zoom)

Abstract: In this talk, we will look at KernMLOps. KernMLOps is an MLOps framework designed for enabling machine learning inside the kernel. We will look at how KernMLOps supports three critical phases of machine learning - data collection, model deployment, and model updates. The talk will also feature a live demo (fingers crossed).

Bio:Saurabh is a post-doc at UT-Austin, working with Aditya Akella and Chris Rossbach. He usually works on building infrastructure for ML, ranging from distributed training and inference. Currently, he is interested in how to enable ML for systems and augmented LLM serving systems.