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Carole-Jean Wu
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Deep learning recommendation model for personalization and recommendation systems
M Naumov, D Mudigere, HJM Shi, J Huang, N Sundaraman, J Park, ...
arXiv preprint arXiv:1906.00091, 2019
5992019
Machine learning at facebook: Understanding inference at the edge
CJ Wu, D Brooks, K Chen, D Chen, S Choudhury, M Dukhan, ...
2019 IEEE international symposium on high performance computer architecture …, 2019
5112019
Mlperf inference benchmark
VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
4222020
SHiP: Signature-based hit predictor for high performance caching
CJ Wu, A Jaleel, W Hasenplaugh, M Martonosi, SC Steely Jr, J Emer
Proceedings of the 44th Annual IEEE/ACM International Symposium on …, 2011
3262011
Mlperf training benchmark
P Mattson, C Cheng, G Diamos, C Coleman, P Micikevicius, D Patterson, ...
Proceedings of Machine Learning and Systems 2, 336-349, 2020
3042020
The architectural implications of facebook's dnn-based personalized recommendation
U Gupta, CJ Wu, X Wang, M Naumov, B Reagen, D Brooks, B Cottel, ...
2020 IEEE International Symposium on High Performance Computer Architecture …, 2020
2712020
Sustainable ai: Environmental implications, challenges and opportunities
CJ Wu, R Raghavendra, U Gupta, B Acun, N Ardalani, K Maeng, G Chang, ...
Proceedings of Machine Learning and Systems 4, 795-813, 2022
2292022
MCM-GPU: Multi-chip-module GPUs for continued performance scalability
A Arunkumar, E Bolotin, B Cho, U Milic, E Ebrahimi, O Villa, A Jaleel, ...
ACM SIGARCH Computer Architecture News 45 (2), 320-332, 2017
2202017
Chasing carbon: The elusive environmental footprint of computing
U Gupta, YG Kim, S Lee, J Tse, HHS Lee, GY Wei, D Brooks, CJ Wu
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
2032021
Recnmp: Accelerating personalized recommendation with near-memory processing
L Ke, U Gupta, BY Cho, D Brooks, V Chandra, U Diril, A Firoozshahian, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
1752020
Deeprecsys: A system for optimizing end-to-end at-scale neural recommendation inference
U Gupta, S Hsia, V Saraph, X Wang, B Reagen, GY Wei, HHS Lee, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
1622020
PACMan: prefetch-aware cache management for high performance caching
CJ Wu, A Jaleel, M Martonosi, SC Steely Jr, J Emer
Proceedings of the 44th Annual IEEE/ACM International Symposium on …, 2011
1542011
MLPerf: An industry standard benchmark suite for machine learning performance
P Mattson, VJ Reddi, C Cheng, C Coleman, G Diamos, D Kanter, ...
IEEE Micro 40 (2), 8-16, 2020
1492020
CAWA: Coordinated warp scheduling and cache prioritization for critical warp acceleration of GPGPU workloads
SY Lee, A Arunkumar, CJ Wu
ACM SIGARCH Computer Architecture News 43 (3S), 515-527, 2015
1112015
CAWS: Criticality-aware warp scheduling for GPGPU workloads
SY Lee, CJ Wu
Proceedings of the 23rd international conference on Parallel architectures …, 2014
972014
Quantifying the Energy Cost of Data Movement for Emerging Smart Phone Workloads on Mobile Platforms
D Pandiyan, CJ Wu
Workload Characterization (IISWC), 2014 IEEE International Symposium on, 2014
862014
Performance, energy characterizations and architectural implications of an emerging mobile platform benchmark suite-mobilebench
D Pandiyan, SY Lee, CJ Wu
2013 IEEE International Symposium on Workload Characterization (IISWC), 133-142, 2013
862013
Papaya: Practical, private, and scalable federated learning
D Huba, J Nguyen, K Malik, R Zhu, M Rabbat, A Yousefpour, CJ Wu, ...
Proceedings of Machine Learning and Systems 4, 814-832, 2022
832022
Understanding training efficiency of deep learning recommendation models at scale
B Acun, M Murphy, X Wang, J Nie, CJ Wu, K Hazelwood
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
812021
RecSSD: near data processing for solid state drive based recommendation inference
M Wilkening, U Gupta, S Hsia, C Trippel, CJ Wu, D Brooks, GY Wei
Proceedings of the 26th ACM International Conference on Architectural …, 2021
802021
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