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Minsoo Rhu
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SCNN: An accelerator for compressed-sparse convolutional neural networks
A Parashar, M Rhu, A Mukkara, A Puglielli, R Venkatesan, B Khailany, ...
ACM SIGARCH computer architecture news 45 (2), 27-40, 2017
13872017
vDNN: Virtualized deep neural networks for scalable, memory-efficient neural network design
M Rhu, N Gimelshein, J Clemons, A Zulfiqar, SW Keckler
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
4792016
Compressing DMA engine: Leveraging activation sparsity for training deep neural networks
M Rhu, M O'Connor, N Chatterjee, J Pool, Y Kwon, SW Keckler
2018 IEEE International Symposium on High Performance Computer Architecture …, 2018
2252018
Tensordimm: A practical near-memory processing architecture for embeddings and tensor operations in deep learning
Y Kwon, Y Lee, M Rhu
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
2112019
A locality-aware memory hierarchy for energy-efficient GPU architectures
M Rhu, M Sullivan, J Leng, M Erez
Proceedings of the 46th Annual IEEE/ACM International Symposium on …, 2013
1652013
Prema: A predictive multi-task scheduling algorithm for preemptible neural processing units
Y Choi, M Rhu
2020 IEEE International Symposium on High Performance Computer Architecture …, 2020
1252020
Priority-based cache allocation in throughput processors
D Li, M Rhu, DR Johnson, M O'Connor, M Erez, D Burger, DS Fussell, ...
2015 IEEE 21st International Symposium on High Performance Computer …, 2015
1162015
Bts: An accelerator for bootstrappable fully homomorphic encryption
S Kim, J Kim, MJ Kim, W Jung, J Kim, M Rhu, JH Ahn
Proceedings of the 49th annual international symposium on computer …, 2022
1112022
Architecting an energy-efficient dram system for gpus
N Chatterjee, M O’Connor, D Lee, DR Johnson, SW Keckler, M Rhu, ...
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
1112017
Centaur: A chiplet-based, hybrid sparse-dense accelerator for personalized recommendations
R Hwang, T Kim, Y Kwon, M Rhu
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
1022020
The dual-path execution model for efficient GPU control flow
M Rhu, M Erez
2013 IEEE 19th International Symposium on High Performance Computer …, 2013
892013
CAPRI: Prediction of compaction-adequacy for handling control-divergence in GPGPU architectures
M Rhu, M Erez
ACM SIGARCH Computer Architecture News 40 (3), 61-71, 2012
852012
Beyond the memory wall: A case for memory-centric hpc system for deep learning
Y Kwon, M Rhu
2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018
832018
Maximizing SIMD resource utilization in GPGPUs with SIMD lane permutation
M Rhu, M Erez
Proceedings of the 40th Annual International Symposium on Computer …, 2013
702013
Ark: Fully homomorphic encryption accelerator with runtime data generation and inter-operation key reuse
J Kim, G Lee, S Kim, G Sohn, M Rhu, J Kim, JH Ahn
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO …, 2022
622022
Lazy batching: An sla-aware batching system for cloud machine learning inference
Y Choi, Y Kim, M Rhu
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
562021
Trim: Enhancing processor-memory interfaces with scalable tensor reduction in memory
J Park, B Kim, S Yun, E Lee, M Rhu, JH Ahn
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
512021
GPUVolt: Modeling and characterizing voltage noise in GPU architectures
J Leng, Y Zu, M Rhu, M Gupta, VJ Reddi
Proceedings of the 2014 international symposium on Low power electronics and …, 2014
472014
Tensor casting: Co-designing algorithm-architecture for personalized recommendation training
Y Kwon, Y Lee, M Rhu
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
402021
Smartsage: training large-scale graph neural networks using in-storage processing architectures
Y Lee, J Chung, M Rhu
Proceedings of the 49th Annual International Symposium on Computer …, 2022
322022
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