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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
4512018
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
165*2022
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
1482021
ShEF: Shielded Enclaves for Cloud FPGAs
M Zhao, M Gao, C Kozyrakis
Proceedings of the 27th ACM International Conference on Architectural …, 2022
852022
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
842018
Recycle: Resilient training of large dnns using pipeline adaptation
S Gandhi, M Zhao, A Skiadopoulos, C Kozyrakis
Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles …, 2024
262024
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
262018
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
202023
cedar: Optimized and unified machine learning input data pipelines
M Zhao, E Adamiak, C Kozyrakis
arXiv preprint arXiv:2401.08895, 2024
16*2024
High-throughput and flexible host networking for accelerated computing
A Skiadopoulos, Z Xie, M Zhao, Q Cai, S Agarwal, J Adelmann, D Ahern, ...
18th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2024
142024
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
82023
Adaptive Semantic Prompt Caching with VectorQ
LG Schroeder, S Liu, A Cuadron, M Zhao, S Krusche, A Kemper, ...
CoRR, 2025
72025
Remote power side-channel attacks on FPGAs
M Zhao, GE Suh
IEEE Design & Test, 2024
72024
FPGA-based remote power side-channel attacks. In 2018 IEEE Symp. on Security and Privacy (SP)
M Zhao, GE Suh
IEEE, 2018
72018
vcache: Verified semantic prompt caching
LG Schroeder, A Desai, A Cuadron, K Chu, S Liu, M Zhao, S Krusche, ...
arXiv preprint arXiv:2502.03771, 2025
42025
Strata: Hierarchical context caching for long context language model serving
Z Xie, Z Xu, M Zhao, Y An, VS Mailthody, S Mahlke, M Garland, ...
arXiv preprint arXiv:2508.18572, 2025
22025
Accelerating Mixture-of-Experts Training with Adaptive Expert Replication
A Skiadopoulos, M Zhao, S Gandhi, T Norrie, S Mukherjee, C Kozyrakis
arXiv preprint arXiv:2504.19925, 2025
22025
Scalable, Efficient, and Secure Machine Learning Data Systems
MY Zhao
Stanford University, 2025
2025
SYMI: Efficient Mixture-of-Experts Training via Model and Optimizer State Decoupling
A Skiadopoulos, M Zhao, S Gandhi, T Norrie, S Mukherjee, C Kozyrakis
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Articles 1–19