Excited to share the CFP for the inaugural MLSys industry track. Timeline and format are the same, but industry track papers focus on the design and/or evaluation of real world systems. Novelty is not a requirement. The deadline is October 30, 2025:

One of the things I love about Google is that we are relentless optimizers. This is a great example of multiple research teams coming together to optimize our data center systems infrastructure:

AI for Hyperscale Cloud Efficiency: A LAVA framework to optimize VM allocation using continuous reprediction of a job's remaining lifespan, a method more robust than single-point guesses. The NILAS algorithm from the LAVA trio has been running in Google's production data centers

AI/ML-based system infrastructure that learns and dynamically adapts to changes holds incredible promise, but building models deep into the systems stack has been a longstanding challenge. Here we discuss our approach that enabled us to deploy this in Google's cloud data centers.

The #MLSys2026 submission deadline is only 2 weeks away (Oct 30)! Submit your best work on ML systems — spanning hardware, compilers, software, models, agents, and eval. This year features both Research and Industry Tracks! Join us in Seattle next spring!

One more week! Enough time left to put together your wild and crazy idea for ASPLOS – submissions only require a 5-min video.

Two more weeks to go!

The submission deadline for the ASPLOS 2025 Wild And Crazy Ideas (WACI) session is on Feb 10. WACI is a wonderful tradition where presenters give 5-10min talks about an often humorous but always "WACI" topic in front of the ASPLOS audience. Details below!

The CFP for the 2025 SIGPLAN International Symposium on Memory Management (ISMM) is out! For 25+ years, ISMM has been a key venue of the memory management community, and has now been extended to computer architecture and systems. The deadline is 3/11/25.

It was really fun to present BRAINSTORM at the WACI session with @martin_maas and Mangpo Phothilimthana at #Asplos24! BRAINSTORM is a fun demonstration of how powerful LLMs are at creating quality content. https://t.co/c1RuK1FHFv

Congratulations to all the young architects who had their submissions accepted to #yarch2024! This year, we have 19 accepted papers. If you are attending #asplos24, please swing by the #yarch2024 workshop on Sunday (April 28).

Delighted that our ASPLOS’20 paper on ML for memory management was selected as a Research Highlight and published in the Communications of the ACM. Our paper asks what happens if you put ML into a memory allocator, which led to surprising results with implications beyond memory.

The call for the ASPLOS'24 Young Architect Workshop is out. Present ongoing work and receive feedback from experts within the community! We intend to cover travel and registration for presenters of accepted submissions. Papers are due on Jan 19, 2024.  https://t.co/ej3JKr5gS9

Best poster award

ISMM will open at 9am ET Sunday with a keynote by @martin_maas. I've seen the slides and it's going to be a cracker. If you're interested in what's around the corner in h/w, s/w & ML, you won't want to miss it. All welcome! Onsite walk-ins are encouraged. Virtual is free.

Super excited to co-organize the second PACMI workshop at MLSys on Thursday. If you are at #MLSys23, please drop by!

Less than a week until @PacmiWorkshop at #MLSys23. Join us in-person on Thursday, June 8 for five exciting talks and great discussions about practical adoption of ML for Systems! More information and program can be found here:

We have extended the deadline of @PacmiWorkshop at MLSys’23 to 3/31/2023. There is still enough time to write up your experiences and ideas about ML-driven systems! Papers are 1-4 pages and don’t need to contain experimental results – but should spark interesting discussions.

The 2nd PACMI workshop submission deadline has been extended to March 31, 2023. Our apologies for the confusion by tweeting that the deadline was May 17 instead of March 17 earlier. Papers can be lightweight (1-4 pages) and do not require experimental results.

Consider submitting to the 2nd PACMI workshop at MLSys'23. We invite lightweight submissions (1-4 pages) in the broad area of challenges associated with using ML in computer systems. Paper submissions are due on May 17, 2023.