Understanding error propagation in deep learning neural network (DNN) accelerators and applications G Li, SKS Hari, M Sullivan, T Tsai, K Pattabiraman, J Emer, SW Keckler Proceedings of the International Conference for High Performance Computing …, 2017 | 560 | 2017 |
Nanoprecipitation-assisted ion current oscillations MR Powell, M Sullivan, I Vlassiouk, D Constantin, O Sudre, CC Martens, ... Nature Nanotechnology 3 (1), 51-57, 2008 | 187 | 2008 |
Balancing DRAM locality and parallelism in shared memory CMP systems MK Jeong, DH Yoon, D Sunwoo, M Sullivan, I Lee, M Erez IEEE International symposium on high-performance comp architecture, 1-12, 2012 | 180 | 2012 |
A locality-aware memory hierarchy for energy-efficient GPU architectures M Rhu, M Sullivan, J Leng, M Erez Proceedings of the 46th Annual IEEE/ACM International Symposium on …, 2013 | 165 | 2013 |
Av-fuzzer: Finding safety violations in autonomous driving systems G Li, Y Li, S Jha, T Tsai, M Sullivan, SKS Hari, Z Kalbarczyk, R Iyer 2020 IEEE 31st international symposium on software reliability engineering …, 2020 | 139 | 2020 |
Ml-based fault injection for autonomous vehicles: A case for bayesian fault injection S Jha, S Banerjee, T Tsai, SKS Hari, MB Sullivan, ZT Kalbarczyk, ... 2019 49th annual IEEE/IFIP international conference on dependable systems …, 2019 | 134 | 2019 |
Containment domains: A scalable, efficient and flexible resilience scheme for Exascale systems J Chung, I Lee, M Sullivan, JH Ryoo, DW Kim, DH Yoon, L Kaplan, M Erez Proceedings of the International Conference on High Performance Computing …, 2012 | 133 | 2012 |
Bamboo ECC: Strong, safe, and flexible codes for reliable computer memory J Kim, M Sullivan, M Erez 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 125 | 2015 |
Modeling soft-error propagation in programs G Li, K Pattabiraman, SKS Hari, M Sullivan, T Tsai 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 110 | 2018 |
Bit-plane compression: Transforming data for better compression in many-core architectures J Kim, M Sullivan, E Choukse, M Erez ACM SIGARCH Computer Architecture News 44 (3), 329-340, 2016 | 107 | 2016 |
The dynamic granularity memory system DH Yoon, MK Jeong, M Sullivan, M Erez ACM SIGARCH Computer Architecture News 40 (3), 548-559, 2012 | 98 | 2012 |
Optimizing software-directed instruction replication for gpu error detection A Mahmoud, SKS Hari, MB Sullivan, T Tsai, SW Keckler SC18: International Conference for High Performance Computing, Networking …, 2018 | 74 | 2018 |
Making convolutions resilient via algorithm-based error detection techniques SKS Hari, MB Sullivan, T Tsai, SW Keckler IEEE Transactions on Dependable and Secure Computing 19 (4), 2546-2558, 2021 | 70 | 2021 |
Nvbitfi: Dynamic fault injection for gpus T Tsai, SKS Hari, M Sullivan, O Villa, SW Keckler 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 69 | 2021 |
Frugal ecc: Efficient and versatile memory error protection through fine-grained compression J Kim, M Sullivan, SL Gong, M Erez Proceedings of the International Conference for High Performance Computing …, 2015 | 63 | 2015 |
Kayotee: A fault injection-based system to assess the safety and reliability of autonomous vehicles to faults and errors S Jha, T Tsai, S Hari, M Sullivan, Z Kalbarczyk, SW Keckler, RK Iyer arXiv preprint arXiv:1907.01024, 2019 | 57 | 2019 |
Buddy compression: Enabling larger memory for deep learning and hpc workloads on gpus E Choukse, MB Sullivan, M O’Connor, M Erez, J Pool, D Nellans, ... 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 45 | 2020 |
Hardnn: Feature map vulnerability evaluation in cnns A Mahmoud, SKS Hari, CW Fletcher, SV Adve, C Sakr, N Shanbhag, ... arXiv preprint arXiv:2002.09786, 2020 | 42 | 2020 |
Duo: Exposing on-chip redundancy to rank-level ecc for high reliability SL Gong, J Kim, S Lym, M Sullivan, H David, M Erez 2018 IEEE International Symposium on High Performance Computer Architecture …, 2018 | 42 | 2018 |
CRUM: Checkpoint-restart support for CUDA's unified memory R Garg, A Mohan, M Sullivan, G Cooperman 2018 IEEE International Conference on Cluster Computing (CLUSTER), 302-313, 2018 | 41 | 2018 |