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Tae Jun Ham
Tae Jun Ham
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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
3982016
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
1402020
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
932013
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
872019
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
862020
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
702015
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
662021
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
352021
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
342021
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
332022
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
292020
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
242020
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
242020
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
232019
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
212019
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
172021
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
162021
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
162020
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
162017
Instruction, Circuits, and Logic for Graph Analytics Acceleration
LK Wu, TJ Ham, NR Satish, N Sundaram
US Patent App. 15/089,232, 2017
152017
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Articles 1–20