Network-on-Chip Architectures for Neural Networks. - Dmitri Vainbrand; Ran Ginosar (NOCS, 2010)

Scalable network-on-chip architecture for configurable neural networks. - Dmitri Vainbrand; Ran Ginosar (Microprocess. Microsystems, 2011)

Efficient large-scale language model training on GPU clusters using megatron-LM. - Deepak Narayanan; Mohammad Shoeybi; Jared Casper; Patrick LeGresley; Mostofa Patwary; Vijay Korthikanti; Dmitri Vainbrand; Prethvi Kashinkunti; Julie Bernauer; Bryan Catanzaro; Amar Phanishayee; Matei Zaharia (SC, 2021)

Efficient Large-Scale Language Model Training on GPU Clusters. - Deepak Narayanan; Mohammad Shoeybi; Jared Casper; Patrick LeGresley; Mostofa Patwary; Vijay Korthikanti; Dmitri Vainbrand; Prethvi Kashinkunti; Julie Bernauer; Bryan Catanzaro; Amar Phanishayee; Matei Zaharia (CoRR, 2021)

BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage. - Zaid Qureshi; Vikram Sharma Mailthody; Isaac Gelado; Seungwon Min; Amna Masood; Jeongmin Brian Park; Jinjun Xiong; Chris J. Newburn; Dmitri Vainbrand; I-Hsin Chung; Michael Garland; William J. Dally; et al. (CoRR, 2022)

GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. - Zaid Qureshi; Vikram Sharma Mailthody; Isaac Gelago; Seungwon Min; Amna Masood; Jeongmin Brian Park; Jinjun Xiong; Chris J. Newburn; Dmitri Vainbrand; I-Hsin Chung; Michael Garland; William J. Dally; et al. (Zenodo, 2022)

GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. - Zaid Qureshi; Vikram Sharma Mailthody; Isaac Gelado; Seungwon Min; Amna Masood; Jeongmin Brian Park; Jinjun Xiong; Chris J. Newburn; Dmitri Vainbrand; I-Hsin Chung; Michael Garland; William J. Dally; et al. (ASPLOS (2), 2023)