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Chengliang Zhang
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Batchcrypt: Efficient homomorphic encryption for cross-silo federated learning
C Zhang, S Li, J Xia, W Wang, F Yan, Y Liu
Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC 2020), 2020
5612020
MArk: Exploiting cloud services for cost-effective, slo-aware machine learning inference serving
C Zhang, M Yu, W Wang, F Yan
2019 {USENIX} Annual Technical Conference ({USENIX}{ATC} 19), 1049-1062, 2019
2382019
Stay Fresh: Speculative Synchronization for Fast Distributed Machine Learning
C Zhang, H Tian, W Wang, F Yan
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
342018
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning
C Zhang, J Xia, B Yang, H Puyang, W Wang, R Chen, IE Akkus, P Aditya, ...
Proceedings of the ACM Symposium on Cloud Computing, 546-561, 2021
262021
Enabling cost-effective, slo-aware machine learning inference serving on public cloud
C Zhang, M Yu, W Wang, F Yan
IEEE Transactions on Cloud Computing 10 (3), 1765-1779, 2020
222020
Not All Explorations Are Equal: Harnessing Heterogeneous Profiling Cost for Efficient MLaaS Training
J Yi, C Zhang, W Wang, C Li, F Yan
34th IEEE International Parallel & Distributed Processing Symposium, 2020
72020
Towards dependency-aware cache management for data analytics applications
Y Yu, C Zhang, W Wang, J Zhang, KB Letaief
IEEE Transactions on Cloud Computing 10 (1), 706-723, 2019
42019
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