🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

The progress in AI is down to three basic resources; (1) people (experts), (2) data, and (3) infrastructure. Arguably, at this point the US is only ahead in (3). Also, at this point the Chinese open source models are ahead. Not only DeepSeek but also Qwen. This is a fact.

Looking for research topics in AI systems? Our latest SIGOPS article explores trends in scalable and autoscaling AI systems, providing numerous pointers to SOTAs and essential research tools. Let us know what you think in the comments below! NTU College of Computing and Data Science (CCDS) School of Informatics, The University of Edinburgh

🚀 Day 6 of #OpenSourceWeek: One More Thing – DeepSeek-V3/R1 Inference System Overview Optimized throughput and latency via: 🔧 Cross-node EP-powered batch scaling 🔄 Computation-communication overlap ⚖️ Load balancing Statistics of DeepSeek's Online Service: ⚡ 73.7k/14.8k

Today at ACM PPoPP (conf.researchr.org/home/ppopp-2025) my student Scofield Z.Q. Liu will present our work on DORADD, an RPC runtime for deterministic parallel execution. Joint work with Matthew Parkinson and Musa Unal. Paper: marioskogias.github.io/docs/doradd.pdf Code: github.com/doradd-rt

LLM engineers often manage training data with ad hoc scripts and filesystem directory structures, which is tedious and prone to errors. We are releasing Mixtera, a lightweight, declarative data plane for dynamically selecting and mixing data of different modalities on the fly.

We are releasing a new version of vHive v1.8: 📷 Ubuntu 24.04 support. Note the change in the recommended profile on CloudLab in the quickstart guide. 📷 Fixed the issue with resizing the root filesystem on CloudLab after reimaging the node. 📷 Updates in the networking setup.

I wrote a quick new post on "Digital Hygiene". Basically there are some no-brainer decisions you can make in your life to dramatically improve the privacy and security of your computing and this post goes over some of them. Blog post link in the reply, but copy pasting below

Join us at SESAME'25 at ASPLOS EuroSys 2023 on March 31st on the serverless cloud & AI systems! Fantastic schedule opened w/ a keynote by Peter Pietzuch Peter Pietzuch and followed by a panel and a series of workshop & tutorial talks on the hot topics. sesame25.github.io

Congrats, Ana! Well deserved

Enjoying ASPLOS & EuroSys 2025 ? If you are seeking a postdoc position with my lab focusing on serverless clouds and serverless AI, please DM me or let's have a chat! P.S. NTU Singapore also has many open faculty positions!

Can’t improve what can’t measure! Submit papers with your brightest insights into computing system workloads. Deadline: June 21, 2025 Webpage: iiswc.org/iiswc2025/cfp.…

Efficiently running large Mixture-of-Experts (MoE) LLMs with constrained GPU memory is a critical challenge. We present Fiddler, a novel inference system that enables low-latency MoE inference through strategic CPU-GPU orchestration. Come see our work at #ICLR2025 ICLR 2026

We are extending the IISWC’25 submission to June 30th! Submit your best measurement works! iiswc.org/iiswc2025/cfp.…

A petition to SIGOPS to adopt the USENIX Annual Technical Conference (ATC) and retain its steering committee docs.google.com/document/d/1wK… (not sure whether it can be done by SIGOPS alone, but it's great to let the voice be heard)