{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 | 631 | 2020 |
CMFL: Mitigating communication overhead for federated learning L Wang, W Wang, B Li 2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019 | 453 | 2019 |
{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 | 266 | 2019 |
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 | 237 | 2020 |
{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 | 182 | 2022 |
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 | 179 | 2014 |
Abnormal client behavior detection in federated learning S Li, Y Cheng, Y Liu, W Wang, T Chen Federated Learning Workshop (NeurIPS 19), 2019 | 168 | 2019 |
Multi-Resource Fair Allocation in Heterogeneous Cloud Computing Systems W Wang, B Liang, B Li IEEE Transactions on Parallel and Distributed Systems, 2015 | 164 | 2015 |
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 | 135 | 2013 |
Communication-efficient distributed deep learning: A comprehensive survey Z Tang, S Shi, W Wang, B Li, X Chu arXiv preprint arXiv:2003.06307, 2020 | 121 | 2020 |
Towards optimal capacity segmentation with hybrid cloud pricing W Wang, B Li, B Liang 2012 IEEE 32nd International Conference on Distributed Computing Systems …, 2012 | 95 | 2012 |
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 | 88 | 2013 |
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 | 85 | 2013 |
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 | 76 | 2019 |
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 | 74 | 2020 |
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 | 68 | 2019 |
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 | 64 | 2020 |
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 | 63 | 2017 |
Designing Truthful Spectrum Double Auctions with Local Markets W Wang, B Liang, B Li IEEE Transactions on Mobile Computing 13 (1), 75-88, 2014 | 61 | 2014 |
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 | 59 | 2021 |