| Optimized broadcast for deep learning workloads on dense-GPU InfiniBand clusters: MPI or NCCL? AA Awan, CH Chu, H Subramoni, DK Panda Proceedings of the 25th European MPI Users' Group Meeting, 1-9, 2018 | 28 | 2018 |
| Improving SCTP performance by jitter-based congestion control over wired-wireless networks JM Chen, CH Chu, EHK Wu, MF Tsai, JR Wang EURASIP Journal on Wireless Communications and Networking 2011, 1-13, 2011 | 20 | 2011 |
| Scalable distributed dnn training using tensorflow and cuda-aware mpi: Characterization, designs, and performance evaluation AA Awan, J Bédorf, CH Chu, H Subramoni, DK Panda 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019 | 17 | 2019 |
| A collision-aware backoff mechanism for IEEE 802.11 WLANs YC Chan, MC Liao, CH Chu 2009 IEEE International Conference on Intelligent Computing and Intelligent …, 2009 | 17 | 2009 |
| OC-DNN: Exploiting advanced unified memory capabilities in CUDA 9 and volta GPUs for out-of-core DNN training AA Awan, CH Chu, H Subramoni, X Lu, DK Panda 2018 IEEE 25th International Conference on High Performance Computing (HiPC …, 2018 | 16 | 2018 |
| Cuda kernel based collective reduction operations on large-scale gpu clusters CH Chu, K Hamidouche, A Venkatesh, AA Awan, DK Panda 2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2016 | 16 | 2016 |
| Exploiting GPUDirect RDMA in designing high performance OpenSHMEM for NVIDIA GPU clusters K Hamidouche, A Venkatesh, AA Awan, H Subramoni, CH Chu, ... 2015 IEEE International Conference on Cluster Computing, 78-87, 2015 | 13 | 2015 |
| IVC: Imperceptible video communication R Carvalho, CH Chu, LJ Chen Proc. of HotMobile (poster), 2014 | 13 | 2014 |
| Efficient and scalable multi-source streaming broadcast on GPU clusters for deep learning CH Chu, X Lu, AA Awan, H Subramoni, J Hashmi, B Elton, DK Panda 2017 46th International Conference on Parallel Processing (ICPP), 161-170, 2017 | 12 | 2017 |
| Distributed topology control for energy-efficient and reliable wireless communications MT Sun, CH Chu, EHK Wu, CS Hsiao, AAK Jeng IEEE Systems Journal 12 (3), 2152-2161, 2017 | 12 | 2017 |
| A novel congestion control mechanism on tfrc for streaming applications over wired-wireless networks YC Huang, CH Chu, EHK Wu Proceedings of the 6th ACM workshop on Wireless multimedia networking and …, 2011 | 9 | 2011 |
| Characterizing cuda unified memory (um)-aware mpi designs on modern gpu architectures KV Manian, AA Ammar, A Ruhela, CH Chu, H Subramoni, DK Panda Proceedings of the 12th Workshop on General Purpose Processing Using GPUs, 43-52, 2019 | 7 | 2019 |
| Exploiting hardware multicast and GPUDirect RDMA for efficient broadcast CH Chu, X Lu, AA Awan, H Subramoni, B Elton, DK Panda IEEE Transactions on Parallel and Distributed Systems 30 (3), 575-588, 2018 | 7 | 2018 |
| CUDA-Aware OpenSHMEM: Extensions and Designs for High Performance OpenSHMEM on GPU Clusters K Hamidouche, A Venkatesh, AA Awan, H Subramoni, CH Chu, ... Parallel Computing 58, 27-36, 2016 | 7 | 2016 |
| Exploiting maximal overlap for non-contiguous data movement processing on modern gpu-enabled systems CH Chu, K Hamidouche, A Venkatesh, DS Banerjee, H Subramoni, ... 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016 | 7 | 2016 |
| Performance evaluation of MPI libraries on GPU-enabled OpenPOWER architectures: Early experiences KS Khorassani, CH Chu, H Subramoni, DK Panda International Conference on High Performance Computing, 361-378, 2019 | 6 | 2019 |
| Designing high performance heterogeneous broadcast for streaming applications on GPU clusters CH Chu, K Hamidouche, H Subramoni, A Venkatesh, B Elton, DK Panda 2016 28th International Symposium on Computer Architecture and High …, 2016 | 5 | 2016 |
| Efficient articulation point collaborative exploration for reliable communications in wireless sensor networks MT Sun, CH Chu, EHK Wu, CS Hsiao IEEE Sensors Journal 16 (23), 8578-8588, 2016 | 5 | 2016 |
| Designing a Profiling and Visualization Tool for Scalable and In-Depth Analysis of High-Performance GPU Clusters P Kousha, B Ramesh, KK Suresh, CH Chu, A Jain, N Sarkauskas, ... 2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019 | 4 | 2019 |
| Optimized large-message broadcast for deep learning workloads: MPI, MPI+ NCCL, or NCCL2? AA Awan, KV Manian, CH Chu, H Subramoni, DK Panda parallel computing 85, 141-152, 2019 | 4 | 2019 |
Dhabaleswar K. PandaProfessor of Computer Science, The Ohio State UniversityVerified email at cse.ohio-state.edu
