Chasing Carbon: The Elusive Environmental Footprint of Computing
Gupta, Udit, Kim, Young Geun, Lee, Sylvia, Tse, Jordan, Lee, Hsien-Hsin S., Wei, Gu-Yeon, Brooks, David, Wu, Carole-Jean
Published in IEEE MICRO (01.07.2022)
Published in IEEE MICRO (01.07.2022)
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Journal Article
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
Ke, Liu, Gupta, Udit, Cho, Benjamin Youngjae, Brooks, David, Chandra, Vikas, Diril, Utku, Firoozshahian, Amin, Hazelwood, Kim, Jia, Bill, Lee, Hsien-Hsin S., Li, Meng, Maher, Bert, Mudigere, Dheevatsa, Naumov, Maxim, Schatz, Martin, Smelyanskiy, Mikhail, Wang, Xiaodong, Reagen, Brandon, Wu, Carole-Jean, Hempstead, Mark, Zhang, Xuan
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
Microwave-Assisted Synthesis of a Core–Shell MWCNT/GONR Heterostructure for the Electrochemical Detection of Ascorbic Acid, Dopamine, and Uric Acid
Sun, Chia-Liang, Chang, Ching-Tang, Lee, Hsin-Hsien, Zhou, Jigang, Wang, Jian, Sham, Tsun-Kong, Pong, Way-Faung
Published in ACS nano (25.10.2011)
Published in ACS nano (25.10.2011)
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Journal Article
DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference
Gupta, Udit, Hsia, Samuel, Saraph, Vikram, Wang, Xiaodong, Reagen, Brandon, Wei, Gu-Yeon, Lee, Hsien-Hsin S., Brooks, David, Wu, Carole-Jean
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
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation
Gupta, Udit, Wu, Carole-Jean, Wang, Xiaodong, Naumov, Maxim, Reagen, Brandon, Brooks, David, Cottel, Bradford, Hazelwood, Kim, Hempstead, Mark, Jia, Bill, Lee, Hsien-Hsin S., Malevich, Andrey, Mudigere, Dheevatsa, Smelyanskiy, Mikhail, Xiong, Liang, Zhang, Xuan
Published in 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2020)
Published in 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) (01.02.2020)
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Conference Proceeding
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM
Ke, Liu, Zhang, Xuan, So, Jinin, Lee, Jong-Geon, Kang, Shin-Haeng, Lee, Sukhan, Han, Songyi, Cho, YeonGon, Kim, Jin Hyun, Kwon, Yongsuk, Kim, KyungSoo, Jung, Jin, Yun, Ilkwon, Park, Sung Joo, Park, Hyunsun, Song, Joonho, Cho, Jeonghyeon, Sohn, Kyomin, Kim, Nam Sung, Lee, Hsien-Hsin S.
Published in IEEE MICRO (01.01.2022)
Published in IEEE MICRO (01.01.2022)
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Journal Article
Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications
Parmar, Vivek, Sarwar, Syed Shakib, Li, Ziyun, Lee, Hsien-Hsin Sean, Salvo, Barbara De, Suri, Manan
Published in IEEE MICRO (01.11.2023)
Published in IEEE MICRO (01.11.2023)
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Journal Article
Chasing Carbon: The Elusive Environmental Footprint of Computing
Gupta, Udit, Kim, Young Geun, Lee, Sylvia, Tse, Jordan, Lee, Hsien-Hsin S., Wei, Gu-Yeon, Brooks, David, Wu, Carole-Jean
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
Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference
Reagen, Brandon, Choi, Woo-Seok, Ko, Yeongil, Lee, Vincent T., Lee, Hsien-Hsin S., Wei, Gu-Yeon, Brooks, David
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
Design and Analysis of 3D-MAPS (3D Massively Parallel Processor with Stacked Memory)
Dae Hyun Kim, Athikulwongse, Krit, Healy, Michael B., Hossain, Mohammad M., Moongon Jung, Khorosh, Ilya, Kumar, Gokul, Young-Joon Lee, Lewis, Dean L., Tzu-Wei Lin, Chang Liu, Panth, Shreepad, Pathak, Mohit, Minzhen Ren, Guanhao Shen, Taigon Song, Dong Hyuk Woo, Xin Zhao, Joungho Kim, Ho Choi, Loh, Gabriel H., Lee, Hsien-Hsin S., Sung Kyu Lim
Published in IEEE transactions on computers (01.01.2015)
Published in IEEE transactions on computers (01.01.2015)
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Journal Article
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation
Ke, Liu, Gupta, Udit, Hempstead, Mark, Wu, Carole-Jean, Lee, Hsien-Hsin S., Zhang, Xuan
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
AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks
Luo, Mulong, Xiong, Wenjie, Lee, Geunbae, Li, Yueying, Yang, Xiaomeng, Zhang, Amy, Tian, Yuandong, Lee, Hsien-Hsin S., Suh, G. Edward
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
Published in 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.02.2023)
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Conference Proceeding