Cruise’s accepted at ICDCS 2019! Cruise is a system that automates system configuration of distributed machine learning.
Our JANUS work has been getting much attention. Eunji’s giving talks at Stanford, UC Berkeley, Google, Microsoft, and NVIDIA next week and the week after next week. Very exciting!
The JANUS team’s starting a collaboration with the Google Brain TensorFlow team. We plan to integrate JANUS’s speculative execution and recursive function support into TensorFlow. This is very exciting.
Our paper entitled “JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs” got accepted at NSDI 2019! Congrats to Eunji, Sungwoo, Gyeong-In, Joo Seong, Dongjin, and Byung-Gon!
Wonook and Jangho will give a tutorial about Nemo at KOSSCON 2018.
Our paper, Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach, was accepted to Systems for ML Workshop at NIPS 2018! This is joint work with Microsoft. Congrats, Gyeong-In!
Our paper, High-performance Stateful Stream Processing on Solid-State Drives, was accepted to APSys 2018! Congrats to Gyewon, Jeongyoon, Jangho, and Taegeon!