Cappello, Franck

1. SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors
   2021/11/04 by Liang, Xin, Zhao, Kai, Di, Sheng +9 · 12 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
2. cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
   2023/12/09 by Jinyang Liu, Liu, Jinyang, Jiannan Tian +21 · 9 citations
   Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Algorithms and Data Compression
3. A Survey on Error-Bounded Lossy Compression for Scientific Datasets
   2024/04/03 by Di, Sheng, Liu, Jinyang, Zhao, Kai +23 · 9 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. Exploring Autoencoder-based Error-bounded Compression for Scientific Data
   2021/05/25 by Jinyang Liu, Sheng Di, Liu, Jinyang +13 · 4 citations
   Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation
   2023/11/20 by Jinyang Liu, Liu, Jinyang, Sheng Di +17 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computational Engineering #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Finance #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #and Science (cs.CE)
6. Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets
   2024/03/23 by Robert Underwood, Underwood, Robert, Jon C. Calhoun +5 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #C.4 #E.2 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural Networks and Applications
7. Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs
   2021/05/27 by Jiannan Tian, Sheng Di, Tian, Jiannan +17 · 3 citations
   Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
8. Dynamic Quality Metric Oriented Error-bounded Lossy Compression for Scientific Datasets
   2023/10/21 by Liu, Jinyang, Di, Sheng, Zhao, Kai +3 · 4 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
9. Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP
   2018/06/23 by Tao, Dingwen, Di, Sheng, Liang, Xin +2 · 2 citations
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
10. In-Depth Exploration of Single-Snapshot Lossy Compression Techniques for N-Body Simulations
    2017/11/10 by Tao, Dingwen, Di, Sheng, Chen, Zizhong +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
11. Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets
    2021/11/27 by Krasowska, David, Bessac, Julie, Underwood, Robert +3 · 2 citations
    #Applications (stat.AP) #FOS: Computer and information sciences
12. CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
    2025/02/16 by Liu, Ziyue, Zhang, Ruijie, Wang, Zhengyang +7 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Black-Box Statistical Prediction of Lossy Compression Ratios for Scientific Data
    2023/05/15 by Robert Underwood, Julie Bessac, Underwood, Robert +9 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
14. FedSZ: Leveraging Error-Bounded Lossy Compression for Federated Learning Communications
    2023/12/20 by Grant Wilkins, Wilkins, Grant, Sheng Di +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications
15. SZx: an Ultra-fast Error-bounded Lossy Compressor for Scientific Datasets
    2022/01/31 by Yu, Xiaodong, Di, Sheng, Zhao, Kai +4 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
16. Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures
    2020/10/20 by Jiannan Tian, Cody Rivera, Tian, Jiannan +11 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
17. Optimizing Huffman Decoding for Error-Bounded Lossy Compression on GPUs
    2022/01/22 by Cody Rivera, Sheng Di, Rivera, Cody +9 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
18. Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling
    2021/11/18 by Sian Jin, Jin, Sian, Sheng Di +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
19. Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDF5
    2022/06/29 by Jin, Sian, Tao, Dingwen, Tang, Houjun +4 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
20. gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters
    2023/08/09 by Jiajun Huang, Huang, Jiajun, Sheng Di +24 · 1 citation
    Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Parallel #Peer-to-Peer Network Technologies #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
21. TurboFFT: Co-Designed High-Performance and Fault-Tolerant Fast Fourier Transform on GPUs
    2024/12/08 by Shixun Wu, Wu, Shixun, Yujia Zhai +15 · 2 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Optical Systems and Laser Technology
22. MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall
    2025/09/02 by Maurya, Avinash, Rafique, M. Mustafa, Cappello, Franck +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #E.2 #FOS: Computer and information sciences #H.2.0 #I.2.11 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
23. FT K-means: A High-Performance K-means on GPU with Fault Tolerance
    2024/08/02 by Wu, Shixun, Ding, Yitong, Zhai, Yujia +8 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
24. IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications
    2025/02/06 by Zhuoxun Yang, Yang, Zhuoxun, Sheng Di +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
25. AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications
    2023/07/13 by Daoce Wang, Jesus Pulido, Wang, Daoce +25 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)