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Li Chen
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Spotlight: Optimizing device placement for training deep neural networks
Y Gao, L Chen, B Li
International Conference on Machine Learning, 1676-1684, 2018
1132018
Scheduling jobs across geo-distributed datacenters with max-min fairness
L Chen, S Liu, B Li, B Li
IEEE Transactions on Network Science and Engineering 6 (3), 488-500, 2018
782018
Optimizing coflow completion times with utility max-min fairness
L Chen, W Cui, B Li, B Li
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016
752016
System and method for inter-datacenter communication
S Liu, L Chen, B Li, J Chen, C Chen
US Patent 10,628,236, 2020
592020
FEEL: A federated edge learning system for efficient and privacy-preserving mobile healthcare
Y Guo, F Liu, Z Cai, L Chen, N Xiao
Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020
512020
λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures
F Xu, Y Qin, L Chen, Z Zhou, F Liu
IEEE Transactions on Computers 71 (2), 450-463, 2021
502021
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning
Y Guo, F Liu, Z Cai, H Zeng, L Chen, T Zhou, N Xiao
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
462021
Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters
W Deng, F Liu, H Jin, X Liao, H Liu, L Chen
4th IEEE International Conference on Cloud Computing Technology and Science …, 2012
452012
Cynthia: Cost-efficient cloud resource provisioning for predictable distributed deep neural network training
H Zheng, F Xu, L Chen, Z Zhou, F Liu
Proceedings of the 48th International Conference on Parallel Processing, 1-11, 2019
362019
Amps-inf: Automatic model partitioning for serverless inference with cost efficiency
J Jarachanthan, L Chen, F Xu, B Li
Proceedings of the 50th International Conference on Parallel Processing, 1-12, 2021
312021
Post: Device placement with cross-entropy minimization and proximal policy optimization
Y Gao, L Chen, B Li
Advances in neural information processing systems 31, 2018
302018
Towards performance-centric fairness in datacenter networks
L Chen, Y Feng, B Li, B Li
IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 1599-1607, 2014
292014
Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning
A Sultana, MM Haque, L Chen, F Xu, X Yuan
IEEE Transactions on Parallel and Distributed Systems 33 (12), 4282-4294, 2022
252022
Echospot: Spotting your locations via acoustic sensing
J Lian, J Lou, L Chen, X Yuan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
242021
Stage delay scheduling: Speeding up dag-style data analytics jobs with resource interleaving
W Shao, F Xu, L Chen, H Zheng, F Liu
Proceedings of the 48th international conference on parallel processing, 1-11, 2019
202019
Allocating bandwidth in datacenter networks: A survey
L Chen, B Li, B Li
Journal of Computer Science and Technology 29 (5), 910-917, 2014
192014
Reverse attack: Black-box attacks on collaborative recommendation
Y Zhang, X Yuan, J Li, J Lou, L Chen, NF Tzeng
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
182021
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud
F Xu, J Xu, J Chen, L Chen, R Shang, Z Zhou, F Liu
IEEE Transactions on Parallel and Distributed Systems 34 (3), 812-827, 2022
152022
Astra: autonomous serverless analytics with cost-efficiency and QoS-awareness
J Jarachanthan, L Chen, F Xu, B Li
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
152021
Siphon: Expediting {Inter-Datacenter} Coflows in {Wide-Area} Data Analytics
S Liu, L Chen, B Li
2018 USENIX Annual Technical Conference (USENIX ATC 18), 507-518, 2018
152018
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Articles 1–20