PADSYS Lab members design and develop fast and scalable hybrid memory systems and libraries for the emerging hardware architectures. For cloud computing and HPC systems, I/O has been a significant bottleneck for a long time. We believe our libraries and systems will be very helpful to boost the performance for a broad range of I/O intensive applications running over clouds and HPC clusters.
Our research can benefit many I/O intensive workloads such as MPI I/O, Hadoop, Spark, TensorFlow, and so on.
Thanks a lot for NSF's support on this research direction!