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Hao Wang
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Optimizing Federated Learning on Non-IID Data with Reinforcement Learning
H Wang, Z Kaplan, D Niu, B Li
IEEE International Conference on Computer Communications (INFOCOM), 1698-1707, 2020
6762020
{Information-Agnostic} flow scheduling for commodity data centers
W Bai, L Chen, K Chen, D Han, C Tian, H Wang
12th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2015
3722015
Guaranteeing deadlines for inter-datacenter transfers
H Zhang, K Chen, W Bai, D Han, C Tian, H Wang, H Guan, M Zhang
Proceedings of the Tenth European Conference on Computer Systems, 1-14, 2015
1922015
Distributed Machine Learning with a Serverless Architecture
H Wang, D Niu, B Li
IEEE International Conference on Computer Communications (INFOCOM), 2019
1412019
Explicit path control in commodity data centers: Design and applications
S Hu, K Chen, H Wu, W Bai, C Lan, H Wang, H Zhao, C Guo
12th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2015
1042015
PIAS: Practical information-agnostic flow scheduling for commodity data centers
W Bai, L Chen, K Chen, D Han, C Tian, H Wang
IEEE/ACM Transactions on Networking 25 (4), 1954-1967, 2017
872017
FedALA: Adaptive Local Aggregation for Personalized Federated Learning
J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan
In Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023, 2023
472023
Self-supervised vessel segmentation via adversarial learning
Y Ma, Y Hua, H Deng, T Song, H Wang, Z Xue, H Cao, R Ma, H Guan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
362021
Faasrank: Learning to schedule functions in serverless platforms
H Yu, AA Irissappane, H Wang, WJ Lloyd
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
332021
Siren: Byzantine-robust federated learning via proactive alarming
H Guo, H Wang, T Song, Y Hua, Z Lv, X Jin, Z Xue, R Ma, H Guan
Proceedings of the ACM Symposium on Cloud Computing, 47-60, 2021
312021
FlowProphet: Generic and accurate traffic prediction for data-parallel cluster computing
H Wang, L Chen, K Chen, Z Li, Y Zhang, H Guan, Z Qi, D Li, Y Geng
2015 IEEE 35th International Conference on Distributed Computing Systems …, 2015
252015
Lube: Mitigating Bottlenecks in Wide Area Data Analytics
H Wang, B Li
9th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 17), 2017
242017
Seizing critical learning periods in federated learning
G Yan, H Wang, J Li
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8788-8796, 2022
22*2022
Accelerating serverless computing by harvesting idle resources
H Yu, H Wang, J Li, X Yuan, SJ Park
Proceedings of the ACM Web Conference 2022, 1741-1751, 2022
21*2022
Optimizing shuffle in wide-area data analytics
S Liu, H Wang, B Li
2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017
212017
Towards comprehensive traffic forecasting in cloud computing: Design and application
Y Peng, K Chen, G Wang, W Bai, Y Zhao, H Wang, Y Geng, Z Ma, L Gu
IEEE/ACM Transactions on Networking 24 (4), 2210-2222, 2015
162015
Dynamic and Decentralized Global Analytics via Machine Learning
H Wang, D Niu, B Li
Proceedings of the ACM Symposium on Cloud Computing, 14-25, 2018
132018
Robust searching-based gradient collaborative management in intelligent transportation system
H Shi, H Wang, R Ma, Y Hua, T Song, H Gao, H Guan
ACM Transactions on Multimedia Computing, Communications and Applications 20 …, 2023
122023
Improving bayesian neural networks by adversarial sampling
J Zhang, Y Hua, T Song, H Wang, Z Xue, R Ma, H Guan
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10110 …, 2022
112022
Fedcp: Separating feature information for personalized federated learning via conditional policy
J Zhang, Y Hua, H Wang, T Song, Z Xue, R Ma, H Guan
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
82023
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