Data movement is all you need: A case study on optimizing transformers A Ivanov, N Dryden, T Ben-Nun, S Li, T Hoefler Proceedings of Machine Learning and Systems 3, 711-732, 2021 | 110 | 2021 |
Slim graph: Practical lossy graph compression for approximate graph processing, storage, and analytics M Besta, S Weber, L Gianinazzi, R Gerstenberger, A Ivanov, Y Oltchik, ... Proceedings of the International Conference for High Performance Computing …, 2019 | 32 | 2019 |
Efficient inter-process communication in parallel implementation of grid-characteristic method AM Ivanov, NI Khokhlov Smart Modeling for Engineering Systems: Proceedings of the Conference 50 …, 2019 | 19 | 2019 |
Parallel implementation of the grid-characteristic method in the case of explicit contact boundaries AM Ivanov, NI Khokhlov Computer research and modeling 10 (5), 667-678, 2018 | 19 | 2018 |
Applying OpenCL technology for modelling seismic processes using grid-characteristic methods N Khokhlov, A Ivanov, M Zhdanov, I Petrov, E Ryabinkin Distributed Computer and Communication Networks: 19th International …, 2016 | 10 | 2016 |
A data-centric optimization framework for machine learning O Rausch, T Ben-Nun, N Dryden, A Ivanov, S Li, T Hoefler Proceedings of the 36th ACM International Conference on Supercomputing, 1-13, 2022 | 8 | 2022 |
Research of techniques to improve the performance of explicit numerical methods on the cpu V Furgailo, A Ivanov, N Khokhlov 2019 Ivannikov Memorial Workshop (IVMEM), 79-85, 2019 | 4 | 2019 |
STen: Productive and Efficient Sparsity in PyTorch A Ivanov, N Dryden, T Ben-Nun, S Ashkboos, T Hoefler arXiv preprint arXiv:2304.07613, 2023 | 2 | 2023 |
New approaches in optimization of calculation of wave fields directly related to the selected target area of seismic response AV Shalashnikov, DB Finikov, NI Khokhlov, AM Ivanov Russian Journal of Geophysical Technologies 1 (1), 4-32, 2020 | 2 | 2020 |
STen: An Interface for Efficient Sparsity in PyTorch A Ivanov, N Dryden, T Hoefler 2nd Sparsity in Neural Networks Workshop (SNN 2022), 2022 | 1 | 2022 |
CPU vs GPU Performance of MATLAB Clustering Algorithms A Ivanov, Z Natalia, A Veronika International Conference on Distributed Computer and Communication Networks …, 2020 | 1 | 2020 |
Cached Operator Reordering: A Unified View for Fast GNN Training J Bazinska, A Ivanov, T Ben-Nun, N Dryden, M Besta, S Shen, T Hoefler arXiv preprint arXiv:2308.12093, 2023 | | 2023 |
{SAGE}: Software-based Attestation for {GPU} Execution A Ivanov, B Rothenberger, A Dethise, M Canini, T Hoefler, A Perrig 2023 USENIX Annual Technical Conference (USENIX ATC 23), 485-499, 2023 | | 2023 |
Application of loop order optimization techniques to increase the performance of the grid-characteristic method A Ivanov, N Khokhlov Суперкомпьютерные дни в России, 979-980, 2018 | | 2018 |
Applying OpenCL technology for modeling seismic processes with grid-characteristic method AM Ivanov, NI Khokhlov CEUR Workshop Proceedings, 535-540, 2016 | | 2016 |
RIVETS: An Efficient Training and Inference Library for RISC-V with Snitch Extensions A Ivanov, T Schneider, L Benini, T Hoefler | | |