Our group works on large-scale distributed computing, security, systems aspects of Big Data, low-cost computing for the developing world, and millimeter wave wireless.


10/31/2019: Congratulations to Sebastian Angel for winning 2019 Dennis M. Ritchie Doctoral Dissertation Award!

10/24/2019: Congratulations to Minjie Wang for a successful Ph.D. defense and for continuing to lead the DGL team at AWS Shanghai AI Lab

9/10/2019: Congratulations to Chien-chin Huang for successfully defending his Ph.D. thesis, titled "Scalable Machine Learning using Dataflow Graph Analysis"

9/1/2019: Welcome our new Ph.D. students, Jinkun Lin, Anqi Zhang, Fabian Ruffy, Tao Wang and Xiangyu Gao!


Recent publications

SwapAdvisor: Push Deep Learning Beyond the GPU Memory Limit via Smart Swapping, International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Chien-chin Huang and Gu Jin and Jinyang Li, 2020

On the parallels between Paxos and Raft, and how to port optimizations, ACM Symposium on Principles of Distributed Computing (PODC), Zhaoguo Wang, Changgeng Zhao, Shuai Mu, Haibo Chen, Jinyang Li, 2019

Deep Graph Library: towards efficient and scalable deep learning on graphs, ICLR Workshop on Representation Learning on Graphs and Manifolds, Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola and Zheng Zhang, 2019

Supporting Very Large Models using Automatic Dataflow Graph Partitioning, The European Conference on Computer Systems (EuroSys), Minjie Wang and Chien-chin Huang and Jinyang Li, 2019