Use cases of lossy compression for floating-point data in scientific data sets F Cappello, S Di, S Li, X Liang, AM Gok, D Tao, CH Yoon, XC Wu, ... The International Journal of High Performance Computing Applications 33 (6 …, 2019 | 164 | 2019 |
SZ3: A modular framework for composing prediction-based error-bounded lossy compressors X Liang, K Zhao, S Di, S Li, R Underwood, AM Gok, J Tian, J Deng, ... IEEE Transactions on Big Data 9 (2), 485-498, 2022 | 105 | 2022 |
b-HiVE: A bit-level history-based error model with value correlation for voltage-scaled integer and floating point units G Tziantzioulis, AM Gok, SM Faisal, N Hardavellas, S Ogrenci-Memik, ... Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 43 | 2015 |
Pastri: Error-bounded lossy compression for two-electron integrals in quantum chemistry AM Gok, S Di, Y Alexeev, D Tao, V Mironov, X Liang, F Cappello 2018 IEEE international conference on cluster computing (CLUSTER), 1-11, 2018 | 38 | 2018 |
Online data analysis and reduction: An important co-design motif for extreme-scale computers I Foster, M Ainsworth, J Bessac, F Cappello, J Choi, S Di, Z Di, AM Gok, ... The International Journal of High Performance Computing Applications 35 (6 …, 2021 | 19 | 2021 |
Lazy pipelines: Enhancing quality in approximate computing G Tziantzioulis, AM Gok, SM Faisal, N Hardavellas, S Ogrenci-Memik, ... 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016 | 17 | 2016 |
Fulfilling the promises of lossy compression for scientific applications F Cappello, S Di, AM Gok Driving Scientific and Engineering Discoveries Through the Convergence of …, 2020 | 16 | 2020 |
Edge importance identification for energy efficient graph processing SM Faisal, G Tziantzioulis, AM Gok, N Hardavellas, S Ogrenci-Memik, ... 2015 IEEE International Conference on Big Data (Big Data), 347-354, 2015 | 14 | 2015 |
PaSTRI: A novel data compression algorithm for two-electron integrals in quantum chemistry AM Gok, S Di, A Yuri, D Tao, V Mironov, X Liang, F Cappello The International Conference for High Performance Computing, Networking …, 2017 | 13 | 2017 |
ROIBIN-SZ: Fast and Science-Preserving Compression for Serial Crystallography R Underwood, C Yoon, A Gok, S Di, F Cappello Synchrotron Radiation News 36 (4), 17-22, 2023 | 10 | 2023 |
VaLHALLA: Variable latency history aware local-carry lazy adder AM Gok, N Hardavellas Proceedings of the on Great Lakes Symposium on VLSI 2017, 17-22, 2017 | 6 | 2017 |
cuz-checker: A gpu-based ultra-fast assessment system for lossy compressions X Yu, S Di, AM Gok, D Tao, F Cappello 2021 IEEE International Conference on Cluster Computing (CLUSTER), 307-319, 2021 | 4 | 2021 |
Understanding impact of lossy compression on derivative-related metrics in scientific datasets Z Su, S Di, AM Gok, Y Cheng, F Cappello 2022 IEEE/ACM 8th International Workshop on Data Analysis and Reduction for …, 2022 | 2 | 2022 |
Energy-Efficient Computing through Approximate Arithmetic AM Gok Northwestern University, 2018 | | 2018 |
Elastic Fidelity: Trading-Off Computational Accuracy for Energy Efficiency G Tziantzioulis, AM Gok, SM Faisal, K Liu, N Hardavellas, SO Memik, ... 3rd Annual Greater Chicago-‐Area System Research Workshop (GCASR), 2014 | | 2014 |
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors AM Gok, J Tian, J Deng, JC Calhoun, D Tao | | |