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Mark Zhao
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FPGA-based remote power side-channel attacks
M Zhao, GE Suh
2018 IEEE Symposium on Security and Privacy (SP), 229-244, 2018
3442018
Llama: A heterogeneous & serverless framework for auto-tuning video analytics pipelines
F Romero, M Zhao, NJ Yadwadkar, C Kozyrakis
Proceedings of the ACM Symposium on Cloud Computing, 1-17, 2021
782021
HyperFlow: A processor architecture for nonmalleable, timing-safe information flow security
A Ferraiuolo, M Zhao, AC Myers, GE Suh
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018
732018
Understanding data storage and ingestion for large-scale deep recommendation model training
M Zhao, N Agarwal, A Basant, B Gedik, S Pan, M Ozdal, R Komuravelli, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
72*2022
ShEF: Shielded Enclaves for Cloud FPGAs
M Zhao, M Gao, C Kozyrakis
Proceedings of the 27th ACM International Conference on Architectural …, 2022
382022
To centralize or not to centralize: A tale of swarm coordination
J Hu, A Bruno, D Zagieboylo, M Zhao, B Ritchken, B Jackson, JY Chae, ...
arXiv preprint arXiv:1805.01786, 2018
122018
RecD: Deduplication for end-to-end deep learning recommendation model training infrastructure
M Zhao, D Choudhary, D Tyagi, A Somani, M Kaplan, SH Lin, S Pumma, ...
Proceedings of Machine Learning and Systems 5, 754-767, 2023
42023
SlipStream: Adapting Pipelines for Distributed Training of Large DNNs Amid Failures
S Gandhi, M Zhao, A Skiadopoulos, C Kozyrakis
arXiv preprint arXiv:2405.14009, 2024
2024
cedar: Composable and Optimized Machine Learning Input Data Pipelines
M Zhao, E Adamiak, C Kozyrakis
arXiv preprint arXiv:2401.08895, 2024
2024
Tectonic-Shift: A Composite Storage Fabric for Large-Scale ML Training
M Zhao, S Pan, N Agarwal, Z Wen, D Xu, A Natarajan, P Kumar, ...
2023 USENIX Annual Technical Conference (USENIX ATC 23), 433-449, 2023
2023
High-throughput and Flexible Host Networking via Control and Data Path Physical Separation
A Skiadopoulos, Z Xie, M Zhao, Q Cai, S Agarwal, J Adelmann, D Ahern, ...
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