1. Enhancing Collective Communication in MCM Accelerators for Deep Learning Training;2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2024-03-02
2. Scalability Limitations of Processing-in-Memory using Real System Evaluations;Proceedings of the ACM on Measurement and Analysis of Computing Systems;2024-02-16
3. HEAR: Homomorphically Encrypted Allreduce;Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis;2023-11-11
4. Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models;IEEE Journal on Selected Areas in Communications;2023-04
5. Intelligent System for Distributed Deep Learning Training Traffic Optimization;2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys);2022-12