Juncheng Gu

According to our database, Juncheng Gu authored at least 12 papers between 2015 and 2022.

Collaborative distances:

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

2022

Elastic Model Aggregation with Parameter Service.

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Aditya Akella

CoRR, 2022

SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training.

Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu, Yibo Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Efficient Resource Management for Deep Learning Clusters.

Juncheng Gu

PhD thesis, 2021

2020

Efficient Adversarial Training With Transferable Adversarial Examples.

Haizhong Zheng, Ziqi Zhang, Juncheng Gu, Honglak Lee, Atul Prakash

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Tiresias: A GPU Cluster Manager for Distributed Deep Learning.

Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin, Yibo Zhu, Myeongjae Jeon, Junjie Qian, Hongqiang Harry Liu, Chuanxiong Guo

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

2017

Decentralized Memory Disaggregation Over Low-Latency Networks.

Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin

login Usenix Mag., 2017

Oasis: Scaling Out Datacenter Sustainably and Economically.

Chao Li, Yang Hu, Juncheng Gu, Jingling Yuan, Tao Li

IEEE Trans. Parallel Distributed Syst., 2017

Performance Isolation Anomalies in RDMA.

Yiwen Zhang, Juncheng Gu, Youngmoon Lee, Mosharaf Chowdhury, Kang G. Shin

Proceedings of the Workshop on Kernel-Bypass Networks, 2017

Efficient Memory Disaggregation with Infiniswap.

Juncheng Gu, Youngmoon Lee, Yiwen Zhang, Mosharaf Chowdhury, Kang G. Shin

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2015

HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy.

Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin, Nanning Zheng

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Towards sustainable in-situ server systems in the big data era.

Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters.

Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li

Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015