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Zhenhua HAN
Zhenhua HAN
Microsoft Research Asia
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Gandiva: Introspective cluster scheduling for deep learning
W Xiao, R Bhardwaj, R Ramjee, M Sivathanu, N Kwatra, Z Han, P Patel, ...
13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018
4882018
Online job dispatching and scheduling in edge-clouds
H Tan, Z Han, XY Li, FCM Lau
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
3122017
Online deadline-aware task dispatching and scheduling in edge computing
J Meng, H Tan, XY Li, Z Han, B Li
IEEE Transactions on Parallel and Distributed Systems 31 (6), 1270-1286, 2019
992019
Dependent task placement and scheduling with function configuration in edge computing
L Liu, H Tan, SHC Jiang, Z Han, XY Li, H Huang
Proceedings of the International Symposium on Quality of Service, 1-10, 2019
832019
Dynamic virtual machine management via approximate markov decision process
Z Han, H Tan, G Chen, R Wang, Y Chen, FCM Lau
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016
782016
Ondisc: Online latency-sensitive job dispatching and scheduling in heterogeneous edge-clouds
Z Han, H Tan, XY Li, SHC Jiang, Y Li, FCM Lau
IEEE/ACM Transactions on Networking 27 (6), 2472-2485, 2019
752019
{HiveD}: Sharing a {GPU} cluster for deep learning with guarantees
H Zhao, Z Han, Z Yang, Q Zhang, F Yang, L Zhou, M Yang, FCM Lau, ...
14th USENIX symposium on operating systems design and implementation (OSDI …, 2020
702020
Automating cloud deployment for deep learning inference of real-time online services
Y Li, Z Han, Q Zhang, Z Li, H Tan
IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 1668-1677, 2020
382020
Retiarii: A deep learning {Exploratory-Training} framework
Q Zhang, Z Han, F Yang, Y Zhang, Z Liu, M Yang, L Zhou
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020
372020
Joint online coflow routing and scheduling in data center networks
H Tan, SHC Jiang, Y Li, XY Li, C Zhang, Z Han, FCM Lau
IEEE/ACM Transactions on Networking 27 (5), 1771-1786, 2019
332019
Energy-efficient dynamic virtual machine management in data centers
Z Han, H Tan, R Wang, G Chen, Y Li, FCM Lau
IEEE/ACM Transactions on Networking 27 (1), 344-360, 2019
332019
Online dispatching and scheduling of jobs with heterogeneous utilities in edge computing
C Zhang, H Tan, H Huang, Z Han, SHC Jiang, N Freris, XY Li
Proceedings of the Twenty-First International Symposium on Theory …, 2020
202020
Camul: Online Caching on Multiple Caches with Relaying and Bypassing
H Tan, SHC Jiang, Z Han, L Liu, K Han, Q Zhao
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 244-252, 2019
192019
Scheduling placement-sensitive BSP jobs with inaccurate execution time estimation
Z Han, H Tan, SHC Jiang, X Fu, W Cao, FCM Lau
IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 1053-1062, 2020
142020
Regularization-based coflow scheduling in optical circuit switches
H Tan, C Zhang, C Xu, Y Li, Z Han, XY Li
IEEE/ACM Transactions on Networking 29 (3), 1280-1293, 2021
122021
Scheduling CPU for GPU-based deep learning jobs
W Xiao, Z Han, H Zhao, X Peng, Q Zhang, F Yang, L Zhou
Proceedings of the ACM Symposium on Cloud Computing, 503-503, 2018
112018
Asymptotically optimal online caching on multiple caches with relaying and bypassing
H Tan, SHC Jiang, Z Han, M Li
IEEE/ACM Transactions on Networking 29 (4), 1841-1852, 2021
92021
SiloD: A co-design of caching and scheduling for deep learning clusters
H Zhao, Z Han, Z Yang, Q Zhang, M Li, F Yang, Q Zhang, B Li, Y Yang, ...
Proceedings of the Eighteenth European Conference on Computer Systems, 883-898, 2023
72023
ElasticFlow: An elastic serverless training platform for distributed deep learning
D Gu, Y Zhao, Y Zhong, Y Xiong, Z Han, P Cheng, F Yang, G Huang, X Jin, ...
Proceedings of the 28th ACM International Conference on Architectural …, 2023
72023
Optimizing dynamic neural networks with brainstorm
W Cui, Z Han, L Ouyang, Y Wang, N Zheng, L Ma, Y Yang, F Yang, J Xue, ...
17th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2023
72023
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