Chen Chen

According to our database, Chen Chen authored at least 25 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively.

Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang

IEEE Trans. Parallel Distributed Syst., July, 2024

PAS: Towards Accurate and Efficient Federated Learning with Parameter-Adaptive Synchronization.

Zuo Gan, Chen Chen, Jiayi Zhang, Gaoxiong Zeng, Yifei Zhu, Jieru Zhao, Quan Chen, Minyi Guo

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

FedCA: Efficient Federated Learning with Client Autonomy.

Na Lv, Zhi Shen, Chen Chen, Zhifeng Jiang, Jiayi Zhang, Quan Chen, Minyi Guo

Proceedings of the 53rd International Conference on Parallel Processing, 2024

An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation.

Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning.

Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang

IEEE J. Sel. Areas Commun., April, 2023

Accelerating Distributed Learning in Non-Dedicated Environments.

Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li

IEEE Trans. Cloud Comput., 2023

ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks.

Jieling Yu, Ruiting Zhou, Chen Chen, Bo Li, Fang Dong

Proceedings of the 52nd International Conference on Parallel Processing, 2023

STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs.

Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration.

Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao, Chen Chen, Minyi Guo

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency.

Jiuchen Shi, Kaihua Fu, Quan Chen, Changpeng Yang, Pengfei Huang, Mosong Zhou, Jieru Zhao, Chen Chen, Minyi Guo

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

Two-Dimensional Learning Rate Decay: Towards Accurate Federated Learning with Non-IID Data.

Kaiwei Mo, Chen Chen, Jiamin Li, Hong Xu, Chun Jason Xue

Proceedings of the International Joint Conference on Neural Networks, 2021

Communication-Efficient Federated Learning with Adaptive Parameter Freezing.

Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020

Metis: learning to schedule long-running applications in shared container clusters at scale.

Luping Wang, Qizhen Weng, Wei Wang, Chen Chen, Bo Li

Proceedings of the International Conference for High Performance Computing, 2020

Semi-dynamic load balancing: efficient distributed learning in non-dedicated environments.

Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2019

Round-Robin Synchronization: Mitigating Communication Bottlenecks in Parameter Servers.

Chen Chen, Wei Wang, Bo Li

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Performance-Aware Fair Scheduling: Exploiting Demand Elasticity of Data Analytics Jobs.

Chen Chen, Wei Wang, Bo Li

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

FlowTime: Dynamic Scheduling of Deadline-Aware Workflows and Ad-Hoc Jobs.

Zhiming Hu, Baochun Li, Chen Chen, Xiaodi Ke

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

CLIBE: Precise Cluster-Level I/O Bandwidth Enforcement in Distributed File System.

Ningxin Zheng, Quan Chen, Chen Chen, Minyi Guo

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Fast Distributed Deep Learning via Worker-adaptive Batch Sizing.

Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Cluster fair queueing: Speeding up data-parallel jobs with delay guarantees.

Chen Chen, Wei Wang, Shengkai Zhang, Bo Li

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Speculative Slot Reservation: Enforcing Service Isolation for Dependent Data-Parallel Computations.

Chen Chen, Wei Wang, Bo Li

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Software-defined inter-domain routing revisited.

Chen Chen, Bo Li, Dong Lin, Baochun Li

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2013

Automatic Locality Exploitation in the Codelet Model.

Chen Chen, Yao Wu, Joshua Suetterlein, Long Zheng, Minyi Guo, Guang R. Gao

Proceedings of the 12th IEEE International Conference on Trust, 2013

Towards Memory-Load Balanced Fast Fourier Transformations in Fine-Grain Execution Models.

Chen Chen, Yao Wu, Stéphane Zuckerman, Guang R. Gao

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2010

A Study of a Software Cache Implementation of the OpenMP Memory Model for Multicore and Manycore Architectures.

Chen Chen, Joseph B. Manzano, Ge Gan, Guang R. Gao, Vivek Sarkar

Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010