Tong Liu

According to our database, Tong Liu authored at least 11 papers between 2016 and 2023.

Collaborative distances:

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

2023

zPerf: A Statistical Gray-Box Approach to Performance Modeling and Extrapolation for Scientific Lossy Compression.

Jinzhen Wang, Qi Chen, Tong Liu, Qing Liu, Xubin He

IEEE Trans. Computers, September, 2023

High-Ratio Lossy Compression: Exploring the Autoencoder to Compress Scientific Data.

Tong Liu, Jinzhen Wang, Qing Liu, Shakeel Alibhai, Tao Lu, Xubin He

IEEE Trans. Big Data, February, 2023

2022

Locality-based transfer learning on compression autoencoder for efficient scientific data lossy compression.

Nan Wang, Tong Liu, Jinzhen Wang, Qing Liu, Shakeel Alibhai, Xubin He

J. Netw. Comput. Appl., 2022

2021

Reducing the Training Overhead of the HPC Compression Autoencoder via Dataset Proportioning.

Tong Liu, Shakeel Alibhai, Jinzhen Wang, Qing Liu, Xubin He

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

2020

Compression Ratio Modeling and Estimation across Error Bounds for Lossy Compression.

Jinzhen Wang, Tong Liu, Qing Liu, Xubin He, Huizhang Luo, Weiming He

IEEE Trans. Parallel Distributed Syst., 2020

EC-Fusion: An Efficient Hybrid Erasure Coding Framework to Improve Both Application and Recovery Performance in Cloud Storage Systems.

Han Qiu, Chentao Wu, Jie Li, Minyi Guo, Tong Liu, Xubin He, Yuanyuan Dong, Yafei Zhao

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

A Rack-Aware Pipeline Repair Scheme for Erasure-Coded Distributed Storage Systems.

Tong Liu, Shakeel Alibhai, Xubin He

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019

Exploring Transfer Learning to Reduce Training Overhead of HPC Data in Machine Learning.

Tong Liu, Shakeel Alibhai, Jinzhen Wang, Qing Liu, Xubin He, Chentao Wu

Proceedings of the 2019 IEEE International Conference on Networking, 2019

2018

Reference-Counter Aware Deduplication in Erasure-Coded Distributed Storage System.

Tong Liu, Xubin He, Shakeel Alibhai, Chentao Wu

Proceedings of the 2018 IEEE International Conference on Networking, 2018

Understanding and Modeling Lossy Compression Schemes on HPC Scientific Data.

Tao Lu, Qing Liu, Xubin He, Huizhang Luo, Eric Suchyta, Jong Choi, Norbert Podhorszki, Scott Klasky, Matthew Wolf, Tong Liu, Zhenbo Qiao

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2016

CoARC: Co-operative, Aggressive Recovery and Caching for Failures in Erasure Coded Hadoop.

Pradeep Subedi, Ping Huang, Tong Liu, Joseph Moore, Stan Skelton, Xubin He

Proceedings of the 45th International Conference on Parallel Processing, 2016