Graphicionado: A High-Performance and Energy-Efficient Accelerator for Graph Analytics TJ Ham, L Wu, N Sundaram, N Satish, M Martonosi Proceedings of the 49th International Symposium on Microarchitecture (MICRO-49), 2016 | 427 | 2016 |
A3: Accelerating Attention Mechanisms in Neural Networks with Approximation TJ Ham, SJ Jung, S Kim, YH Oh, Y Park, Y Song, JH Park, S Lee, K Park, ... Proceedings of the 2020 IEEE International Symposium on High Performance …, 2020 | 182 | 2020 |
Graphene: Strong yet lightweight row hammer protection Y Park, W Kwon, E Lee, TJ Ham, JH Ahn, JW Lee 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 112 | 2020 |
ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee The 47th ACM/IEEE International Symposium on Computer Architecture (ISCA), 2021 | 108 | 2021 |
Asynchronous I/O Stack: A Low-latency Kernel I/O Stack for Ultra-Low Latency SSDs G Lee, S Shin, W Song, TJ Ham, JW Lee, J Jeong 2019 USENIX Annual Technical Conference (ATC '19), 603-616, 2019 | 96 | 2019 |
Disintegrated control for energy-efficient and heterogeneous memory systems TJ Ham, BK Chelepalli, N Xue, BC Lee Proceedings of the 19th IEEE International Symposium on High Performance …, 2013 | 95 | 2013 |
DeSC: Decoupled Supply-Compute Communication Management for Heterogeneous Architectures TJ Ham, JL Aragón, M Martonosi Proceedings of the 48th International Symposium on Microarchitecture (MICRO …, 2015 | 76 | 2015 |
Mithril: Cooperative row hammer protection on commodity dram leveraging managed refresh MJ Kim, J Park, Y Park, W Doh, N Kim, TJ Ham, JW Lee, JH Ahn 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 50 | 2022 |
FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks J Bae, J Lee, Y Jin, S Son, S Kim, H Jang, TJ Ham, JW Lee Proceedings of the 19th USENIX Conference on File and Storage Technologies …, 2021 | 44 | 2021 |
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling YH Oh, S Kim, Y Jin, S Son, J Bae, J Lee, Y Park, DU Kim, TJ Ham, ... The 27th IEEE International Symposium on High-Performance Computer …, 2021 | 43 | 2021 |
Genesis: A Hardware Acceleration Framework for Genomic Data Analysis TJ Ham, D Bruns-Smith, B Sweeney, Y Lee, SH Seo, UG Song, YH Oh, ... Proceedings of the 47th International Symposium on Computer Architecture (ISCA), 2020 | 34 | 2020 |
A Specialized Architecture for Object Serialization with Applications to Big Data Analytics J Jang, SJ Jung, S Jeong, J Heo, H Shin, TJ Ham, JW Lee Proceedings of the 47th International Symposium on Computer Architecture (ISCA), 2020 | 29 | 2020 |
Practical Erase Suspension for Modern Low-latency SSDs S Kim, J Bae, H Jang, W Jin, J Gong, S Lee, TJ Ham, JW Lee 2019 USENIX Annual Technical Conference (ATC '19), 813-820, 2019 | 27 | 2019 |
A Case for Hardware-Based Demand Paging G Lee, W Jin, W Song, J Gong, J Bae, TJ Ham, JW Lee, J Jeong Proceedings of the 47th International Symposium on Computer Architecture (ISCA), 2020 | 26 | 2020 |
Charon: Specialized near-memory processing architecture for clearing dead objects in memory J Jang, J Heo, Y Lee, J Won, S Kim, SJ Jung, H Jang, TJ Ham, JW Lee Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 25 | 2019 |
MERCI: Efficient Embedding Reduction on Commodity Hardware via Sub-Query Memoization Y Lee, SH Seo, H Choi, HU Sul, S Kim, JW Lee, TJ Ham Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 24 | 2021 |
Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs S Kim, Y Jin, G Sohn, J Bae, TJ Ham, JW Lee Proceedings of the 19th USENIX Conference on File and Storage Technologies …, 2021 | 23 | 2021 |
MosaicSim: A Lightweight, Modular Simulator for Heterogeneous Systems O Matthews, A Manocha, D Giri, M Orenes-Vera, E Tureci, T Sorensen, ... Proceedings of the IEEE International Symposium on Performance Analysis of …, 2020 | 19 | 2020 |
Decoupling data supply from computation for latency-tolerant communication in heterogeneous architectures TJ Ham, JL Aragón, M Martonosi ACM Transactions on Architecture and Code Optimization (TACO) 14 (2), 1-27, 2017 | 19 | 2017 |
Ulppack: Fast sub-8-bit matrix multiply on commodity simd hardware J Won, J Si, S Son, TJ Ham, JW Lee Proceedings of Machine Learning and Systems 4, 52-63, 2022 | 16 | 2022 |