| Analyzing machine learning workloads using a detailed GPU simulator J Lew, DA Shah, S Pati, S Cattell, M Zhang, A Sandhupatla, C Ng, N Goli, ... 2019 IEEE international symposium on performance analysis of systems and …, 2019 | 92 | 2019 |
| Demystifying bert: System design implications S Pati, S Aga, N Jayasena, MD Sinclair 2022 IEEE International Symposium on Workload Characterization (IISWC), 296-309, 2022 | 29 | 2022 |
| SeqPoint: Identifying representative iterations of sequence-based neural networks S Pati, S Aga, MD Sinclair, N Jayasena 2020 IEEE International Symposium on Performance Analysis of Systems and …, 2020 | 17 | 2020 |
| Demystifying bert: Implications for accelerator design S Pati, S Aga, N Jayasena, MD Sinclair arXiv preprint arXiv:2104.08335, 2021 | 15 | 2021 |
| T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives S Pati, S Aga, M Islam, N Jayasena, MD Sinclair Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 12 | 2024 |
| Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware S Pati, S Aga, M Islam, N Jayasena, MD Sinclair 2023 IEEE International Symposium on Workload Characterization (IISWC), 140-153, 2023 | 12 | 2023 |
| JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training M Ibrahim, S Aga, A Li, S Pati, M Islam Proceedings of Machine Learning and Systems 6, 46-59, 2024 | 6* | 2024 |
| Computation vs. communication scaling for future transformers on future hardware S Pati, S Aga, M Islam, N Jayasena, MD Sinclair arXiv preprint arXiv:2302.02825, 2023 | 6 | 2023 |
| Improving GPU Utilization in ML Workloads Through Finer-Grained Synchronization R Kuper, S Pati, MD Sinclair 3rd Young Architects Workshop, 2021 | 5 | 2021 |
| Darts: Performance-counter driven sampling using binary translators R Kumar, S Pati, K Lahiri 2017 IEEE International Symposium on Performance Analysis of Systems and …, 2017 | 4 | 2017 |
| Analyzing Machine Learning Workloads Using a Detailed GPU Simulator. CoRR abs/1811.08933 (2018) J Lew, D Shah, S Pati, S Cattell, M Zhang, A Sandhupatla, C Ng, N Goli, ... arXiv preprint arXiv:1811.08933, 2018 | 3 | 2018 |
| Global Optimizations & Lightweight Dynamic Logic for Concurrency S Pati, S Aga, N Jayasena, M Sinclair https://arxiv.org/pdf/2409.02227, 2024 | 1 | 2024 |
| Fused Data Generation and Associated Communication SD Aga, S Pati, NS Jayasena US Patent App. 18/190,620, 2024 | 1 | 2024 |
| Exploring GPU Architectural Optimizations for RNNs S Pati Young Architect Workshop (YArch), in conjunction with HPCA'19, 2019 | 1 | 2019 |
| Optimizing ML Concurrent Computation and Communication with GPU DMA Engines A Agrawal, S Aga, S Pati, M Islam arXiv preprint arXiv:2412.14335, 2024 | | 2024 |
| Dynamic control of work scheduling S Pati, AGA Shaizeen, N Jayasena, MD Sinclair US Patent App. 18/091,443, 2024 | | 2024 |
| Cross-Stack Optimizations for Sequence-Based Models on GPUs S Pati https://www.proquest.com/docview/3054333891, 2024 | | 2024 |
| IISWC 2024 A Jog, A Hankin, A Samajdar, A Putnam, A Shriraman, A Mishra, B Asgari, ... | | |
| Effective Prefetching for Multicore/Multiprocessor Systems S Pati, P Mahapatra | | |
| Transparent Compression for Flash SSDs S Pati, Y Trivedi | | |
Matthew D. SinclairUniversity of Wisconsin-MadisonEmail verificata su cs.wisc.edu
