PACMI Workshop

📢Researchers in #MLForSystems, don't miss PACMI'25 at #SOSP! We're proud to have assembled an amazing PC that's just the right size. Your paper will get thorough, high-quality feedback, and gains excellent visibility among top researchers. Submit by 7/30! sites.google.com/corp/view/pacm…

A big thanks to all the presenters and the attendees for another great PACMI! See you next year!

In our closing session @anaklimovic will give a talk about orchestrating AI models in dynamic environments, where data distributions shift over time and models need to be periodically retrained. Modyn: github.com/eth-easl/modyn

Bogdan Stoica @CacheMisses from University of Chicago starts of the afternoon sessions with his invited talk on Weaving Large Language Models into the Bug Finding Pipeline: Challenges and Opportunities detailing how they used LLMs to find and fix retry bugs.

Welcome to #SOSP24 for PACMI! This is our first year at SOSP and we have a great turn out. Come on over to Room 615A if you want to hear about how people are tackling challenges that come with using ML for Systems.

PACMI is happening! Chris Rossbach from UT Austin is starting the Workshop with his talk on Learning-Directed Operating Systems (LDOS), sharing their experiences building an OS that uses ML as a core component.

I will give a talk @PacmiWorkshop about orchestrating AI models in dynamic environments, where data distributions shift over time and models need to be periodically retrained. Modyn is our platform for data-centric ML pipeline orchestration: github.com/eth-easl/modyn @MaxiBoether

PACMI Program is posted! We have an incredible line up of speakers who will cover interesting aspects of building systems that use ML/AI and the challenges that come with. sites.google.com/view/pacmi/pro…

PACMI Workshop is co-located with SOSP'24 and accepting submissions on the topic of Systems challenges of ML for Systems projects! Submit your ongoing work or innovative ideas as one of our lightweight submissions by August 26!

PACMI deadline is extended by 1 week to August 26! If you were busy with the start of semester business here is your chance to submit your work!

PACMI Submission deadline is only 4 days away! Plenty of time to submit the abstract for your ML For Systems research.