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Showing results 1 to 15 of 15

Issue Date	Title / Author(s) / Citation	File	Altmetrics
2019-10	Charon: Specialized near-memory processing architecture for clearing dead objects in memory Jang, Jaeyoung; Heo, Jun; Lee, Yejin; Won, Jaeyeon; Kim, Seonghak; Jung, Sung Jun; Jang, Hakbeom; Ham, Tae Jun; Lee, Jae Wook Proceedings of the Annual International Symposium on Microarchitecture, MICRO, pp.726-739	DOI
2020-05	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 Wook; Wills, Lisa Wu Proceedings - International Symposium on Computer Architecture, Vol.2020-May, pp.254-267	DOI
2020-05	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 Wook Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA, Vol.2020-May, pp.322-334	DOI
2020-05	A Case for Hardware-Based Demand Paging Lee, Gyusun; Jin, Wenjing; Song, Wonsuk; Gong, Jeonghun; Bae, Jonghyun; Ham, Tae Jun; Lee, Jae Wook; Jeong, Jinkyu Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA, Vol.2020-May, pp.1103-1116	DOI
2020-10	Graphene: Strong yet lightweight row hammer protection Park, Yeonhong; Kwon, Woosuk; Ahn, Jung Ho; Lee, Eojin; Lee, Jae Wook; Ham, Tae Jun Proceedings of the Annual International Symposium on Microarchitecture, MICRO, pp.1-13	DOI
2020-11	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 Wook IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, p. 103	DOI
2021-02	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 Wook IEEE High-Performance Computer Architecture Symposium Proceedings, Vol.2021-February, pp.584-597	DOI
2021-02	FlashNeuron: SSD-Enabled large-Batch training of very deep neural networks Bae, Jonghyun; Lee, Jongsung; Jin, Yunho; Son, Sam; Kim, Shine; Jang, Hakbeom; Ham, Tae Jun; Lee, Jae Wook Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021, pp.387-401
2021-02	Behemoth: A flash-centric training accelerator for extreme-scale DNNs Kim, Shine; Jin, Yunho; Sohn, Gina; Bae, Jonghyun; Ham, Tae Jun; Lee, Jae Wook Proceedings of the 19th USENIX Conference on File and Storage Technologies, FAST 2021, pp.371-385
2021-04	MERCI: Efficient embedding reduction on commodity hardware via sub-query memoization Lee, Yejin; Seo, Seong Hoon; Choi, Hyunji; Sul, Hyoung Uk; Kim, Soosung; Lee, Jae Wook; Ham, Tae Jun International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS, pp.302-313	DOI
2021-06	MaPHeA: A lightweight memory hierarchy-aware profile-guided heap allocation framework Oh, Deok-Jae; Moon, Yaebin; Lee, Eojin; Ham, Tae Jun; Park, Yongjun; Lee, Jae Wook; Ahn, Jung Ho Proceedings of the ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES), pp.24-36	DOI
2021-06	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 Wook Conference Proceedings - Annual International Symposium on Computer Architecture, ISCA, Vol.2021-June, pp.692-705	DOI
2021-07	ASAP: Fast mobile application switch via adaptive prepaging Son, Sam; Lee, Seung Yul; Jin, Yunho; Bae, Jonghyun; Jeong, Jinkyu; Ham, Tae Jun; Lee, Jae Wook; Yoon, Hongil 2021 USENIX Annual Technical Conference, pp.117-130
2022-01	Layerweaver plus : A QoS-Aware Layer-Wise DNN Scheduler for Multi-Tenant Neural Processing Units Oh, Young H.; Jin, Yunho; Ham, Tae Jun; Lee, Jae W. IEICE Transactions on Information and Systems, Vol.E105D No.2, pp.427-431	DOI
2022-12	Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs Jin, Yunho; Kim, Shine; Ham, Tae Jun; Lee, Jae Wook IEEE Transactions on Computers, Vol.71 No.12, pp.3153-3164	DOI

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