Graphicionado: A high-performance and energy-efficient accelerator for graph analytics
Tae Jun Ham, Wu, Lisa, Sundaram, Narayanan, Satish, Nadathur, Martonosi, Margaret
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
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Conference Proceeding
Layerweaver+: A QoS-Aware Layer-Wise DNN Scheduler for Multi-Tenant Neural Processing Units
OH, Young H., JIN, Yunho, HAM, Tae Jun, LEE, Jae W.
Published in IEICE Transactions on Information and Systems (01.02.2022)
Published in IEICE Transactions on Information and Systems (01.02.2022)
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Journal Article
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling
Oh, Young H., Kim, Seonghak, Jin, Yunho, Son, Sam, Bae, Jonghyun, Lee, Jongsung, Park, Yeonhong, Kim, Dong Uk, Ham, Tae Jun, Lee, Jae W.
Published in 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2021)
Published in 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2021)
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Conference Proceeding
BOSS: Bandwidth-Optimized Search Accelerator for Storage-Class Memory
Heo, Jun, Lee, Seung Yul, Min, Sunhong, Park, Yeonhong, Jung, Sung Jun, Jun Ham, Tae, Lee, Jae W.
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
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Conference Proceeding
Eager Memory Management for In-Memory Data Analytics
JANG, Hakbeom, BAE, Jonghyun, HAM, Tae Jun, LEE, Jae W.
Published in IEICE Transactions on Information and Systems (01.03.2019)
Published in IEICE Transactions on Information and Systems (01.03.2019)
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Journal Article
Erratum: Eager Memory Management for In-Memory Data Analytics [IEICE Transactions on Information and Systems Vol.E102.D (2019) , No.3 pp.632-636]
JANG, Hakbeom, BAE, Jonghyun, HAM, Tae Jun, LEE, Jae W.
Published in IEICE Transactions on Information and Systems (01.04.2019)
Published in IEICE Transactions on Information and Systems (01.04.2019)
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Journal Article
Disintegrated control for energy-efficient and heterogeneous memory systems
Tae Jun Ham, Chelepalli, B. K., Neng Xue, Lee, B. C.
Published in 2013 IEEE 19th International Symposium on High Performance Computer Architecture (HPCA) (01.02.2013)
Published in 2013 IEEE 19th International Symposium on High Performance Computer Architecture (HPCA) (01.02.2013)
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Conference Proceeding
ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks
Ham, Tae Jun, Lee, Yejin, Seo, Seong Hoon, Kim, Soosung, Choi, Hyunji, Jung, Sung Jun, Lee, Jae W.
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
Published in 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) (01.06.2021)
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Conference Proceeding
Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs
Jin, Yunho, Kim, Shine, Ham, Tae Jun, Lee, Jae W.
Published in IEEE transactions on computers (01.12.2022)
Published in IEEE transactions on computers (01.12.2022)
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Journal Article
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh
Kim, Michael Jaemin, Park, Jaehyun, Park, Yeonhong, Doh, Wanju, Kim, Namhoon, Ham, Tae Jun, Lee, Jae W., Ahn, Jung Ho
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
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Conference Proceeding
Unlocking Wordline-level Parallelism for Fast Inference on RRAM-based DNN Accelerator
Park, Yeonhong, Lee, Seung Yul, Shin, Hoon, Heo, Jun, Ham, Tae Jun, Lee, Jae W.
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
Published in 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (02.11.2020)
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Conference Proceeding
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search
Lee, Yejin, Choi, Hyunji, Min, Sunhong, Lee, Hyunseung, Beak, Sangwon, Jeong, Dawoon, Lee, Jae W., Ham, Tae Jun
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
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Conference Proceeding
Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework
Ham, Tae Jun, Lee, Yejin, Seo, Seong Hoon, Song, U Gyeong, Lee, Jae W., Bruns-Smith, David, Sweeney, Brendan, Asanovic, Krste, Oh, Young H., Wills, Lisa Wu
Published in IEEE MICRO (01.05.2021)
Published in IEEE MICRO (01.05.2021)
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Journal Article
A Specialized Architecture for Object Serialization with Applications to Big Data Analytics
Jang, Jaeyoung, Jung, Sung Jun, Jeong, Sunmin, Heo, Jun, Shin, Hoon, Ham, Tae Jun, Lee, Jae W.
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
SSDStreamer: Specializing I/O Stack for Large-Scale Machine Learning
Bae, Jonghyun, Jang, Hakbeom, Gong, Jeonghun, Jin, Wenjing, Kim, Shine, Jang, Jaeyoung, Ham, Tae Jun, Jeong, Jinkyu, Lee, Jae W.
Published in IEEE MICRO (01.09.2019)
Published in IEEE MICRO (01.09.2019)
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Journal Article
Graphene: Strong yet Lightweight Row Hammer Protection
Park, Yeonhong, Kwon, Woosuk, Lee, Eojin, Ham, Tae Jun, Ho Ahn, Jung, Lee, Jae W.
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
Published in 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2020)
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Conference Proceeding
A Case for Hardware-Based Demand Paging
Lee, Gyusun, Jin, Wenjing, Song, Wonsuk, Gong, Jeonghun, Bae, Jonghyun, Ham, Tae Jun, Lee, Jae W., Jeong, Jinkyu
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding
Genesis: A Hardware Acceleration Framework for Genomic Data Analysis
Ham, Tae Jun, Bruns-Smith, David, Sweeney, Brendan, Lee, Yejin, Seo, Seong Hoon, Song, U Gyeong, Oh, Young H., Asanovic, Krste, Lee, Jae W., Wills, Lisa Wu
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
Published in 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) (01.05.2020)
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Conference Proceeding