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Wei Wang
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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
2020 USENIX annual technical conference (USENIX ATC 20), 493-506, 2020
8282020
CMFL: Mitigating communication overhead for federated learning
L Wang, W Wang, B Li
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
5332019
{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
3392019
{MLaaS} in the wild: Workload analysis and scheduling in {Large-Scale} heterogeneous {GPU} clusters
Q Weng, W Xiao, Y Yu, W Wang, C Wang, J He, Y Li, L Zhang, W Lin, ...
19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022
2962022
Learning to detect malicious clients for robust federated learning
S Li, Y Cheng, W Wang, Y Liu, T Chen
arXiv preprint arXiv:2002.00211, 2020
2932020
Abnormal client behavior detection in federated learning
S Li, Y Cheng, Y Liu, W Wang, T Chen
Federated Learning Workshop (NeurIPS 19), 2019
1992019
Dominant resource fairness in cloud computing systems with heterogeneous servers
W Wang, B Li, B Liang
IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 583-591, 2014
1862014
Multi-Resource Fair Allocation in Heterogeneous Cloud Computing Systems
W Wang, B Liang, B Li
IEEE Transactions on Parallel and Distributed Systems, 2015
1752015
Communication-efficient distributed deep learning: A comprehensive survey
Z Tang, S Shi, W Wang, B Li, X Chu
arXiv preprint arXiv:2003.06307, 2020
1582020
Dynamic cloud resource reservation via cloud brokerage
W Wang, D Niu, B Li, B Liang
2013 IEEE 33rd International Conference on Distributed Computing Systems …, 2013
1352013
Towards optimal capacity segmentation with hybrid cloud pricing
W Wang, B Li, B Liang
2012 IEEE 32nd International Conference on Distributed Computing Systems …, 2012
972012
Demystifying tensor cores to optimize half-precision matrix multiply
D Yan, W Wang, X Chu
2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020
932020
To reserve or not to reserve: Optimal online {Multi-Instance} acquisition in {IaaS} clouds
W Wang, B Li, B Liang
10th International Conference on Autonomic Computing (ICAC 13), 13-22, 2013
912013
Revenue maximization with dynamic auctions in IaaS cloud markets
W Wang, B Liang, B Li
2013 IEEE/ACM 21st International Symposium on Quality of Service (IWQoS), 1-6, 2013
892013
Round-robin synchronization: Mitigating communication bottlenecks in parameter servers
C Chen, W Wang, B Li
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 532-540, 2019
872019
Communication-efficient federated learning with adaptive parameter freezing
C Chen, H Xu, W Wang, B Li, B Li, L Chen, G Zhang
2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021
812021
Characterizing and synthesizing task dependencies of data-parallel jobs in alibaba cloud
H Tian, Y Zheng, W Wang
Proceedings of the ACM Symposium on Cloud Computing, 139-151, 2019
782019
Optimizing batched winograd convolution on GPUs
D Yan, W Wang, X Chu
Proceedings of the 25th ACM SIGPLAN symposium on principles and practice of …, 2020
742020
Flashe: Additively symmetric homomorphic encryption for cross-silo federated learning
Z Jiang, W Wang, Y Liu
arXiv preprint arXiv:2109.00675, 2021
702021
LRC: Dependency-aware cache management for data analytics clusters
Y Yu, W Wang, J Zhang, KB Letaief
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
702017
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