Franck Cappello
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
183
Venues
31
Active years
1993–2026
Best venue rank
A*
Where they publish
- ASC42 papers
- CCLUSTER25 papers
- AHPDC19 papers
- BEuroPar19 papers
- BCCGRID17 papers
- AICS8 papers
- NationalHiPC7 papers
- A*ICDE6 papers
- BPPoPP6 papers
- ADSN5 papers
- BICPP4 papers
- AICDCS2 papers
- AMiddleware2 papers
- BMASCOTS2 papers
- A*HPCA2 papers
- BPACT2 papers
- A*EMNLP1 paper
- CIPCCC1 paper
- BSSDBM1 paper
- AEuroSys1 paper
- CEGPGV1 paper
- BFPL1 paper
- CDAIS1 paper
- CHPCC1 paper
- ADATE1 paper
- BICCCN1 paper
- CAICCSA1 paper
- CWETICE1 paper
- CISPDC1 paper
- NationalPDPTA1 paper
- CPDP1 paper
Papers
183 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | HPDC | Bridging Information Theory and Practice for Scientific Lossy Compression. | Sujata Sinha, Sheng Di, Vishwas Rao, Robert Underwood, David Lenz, Zizhe Jian, Zhuoxun Yang, Kai Zhao, Lingjia Liu, Franck Cappello |
| 2026 | HPDC | TZ: Achieving High-Ratio Scientific Data Compression on GPUs with Global Data Decomposition. | Zhuoxun Yang, Ruoyu Li, Amit N. Subrahmanya, Vishwas Rao, Sheng Di, Robert Underwood, Longtao Zhang, Jinyang Liu, Franck Cappello, Kai Zhao |
| 2026 | HPDC | OPAL: On-demand Progressive Accelerated Scientific Lossy Compression. | Longtao Zhang, Ruoyu Li, Zhuoxun Yang, Robert Underwood, Sheng Di, Daoce Wang, Jinyang Liu, Jiajun Huang, Franck Cappello, Kai Zhao |
| 2026 | ICDE | Enabling Homomorphic Analytical Operations on Compressed Scientific Data with Multi-Stage Decompression. | Xuan Wu, Sheng Di, Tripti Agarwal, Kai Zhao, Xin Liang, Franck Cappello |
| 2026 | ICS | GPZ: GPU-Accelerated Lossy Compressor for Particle Data. | Ruoyu Li, Yafan Huang, Longtao Zhang, Zhuoxun Yang, Sheng Di, Boyuan Zhang, Jiajun Huang, Jinyang Liu, Jiannan Tian, Guanpeng Li, Fengguang Song, Hanqi Guo, Franck Cappello, Kai Zhao |
| 2025 | EMNLP | CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation. | Ziyue Liu, Ruijie Zhang, Zhengyang Wang, Mingsong Yan, Zi Yang, Paul D. Hovland, Bogdan Nicolae, Franck Cappello, Sui Tang, Zheng Zhang |
| 2025 | HPDC | IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications. | Zhuoxun Yang, Sheng Di, Longtao Zhang, Ruoyu Li, Ximiao Li, Jiajun Huang, Jinyang Liu, Franck Cappello, Kai Zhao |
| 2025 | IPCCC | Modeling Rate-Distortion for Endpoint-Aware Lossy Compression in Scientific Data Transfer. | Md Hasanur Rahman, Sheng Di, Guanpeng Li, Franck Cappello |
| 2025 | ICS | ghZCCL: Advancing GPU-aware Collective Communications with Homomorphic Compression. | Jiajun Huang, Sheng Di, Yafan Huang, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur |
| 2025 | ICS | Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach. | Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song, Guanpeng Li, Franck Cappello |
| 2025 | PPoPP | TurboFFT: Co-Designed High-Performance and Fault-Tolerant Fast Fourier Transform on GPUs. | Shixun Wu, Yujia Zhai, Jinyang Liu, Jiajun Huang, Zizhe Jian, Huangliang Dai, Sheng Di, Franck Cappello, Zizhong Chen |
| 2025 | SC | Evaluation of Test-Time Compute Constraints on Safety and Skill Large Reasoning Models. | Adarsha Balaji, Le Chen, Rajeev Thakur, Franck Cappello, Sandeep Madireddy |
| 2025 | SC | Design and Implementation of a Custom Hardware Accelerator for SZx Compression in Chipyard. | Connor Bohannon, Kazutomo Yoshii, Sheng Di, Franck Cappello, Antonino Miceli |
| 2025 | SC | What to Support When You're Compressing: The State of Practice Gaps and Opportunities for Scientific Data Compression. | Franck Cappello, Robert Underwood, Yuri Alexeev, Allison H. Baker, Ebru Bozdag, Martin Burtscher, Kyle Chard, Sheng Di, Kyle Gerard Felker, Paul Christopher O'Grady, Hanqi Guo, Yafan Huang, Peng Jiang, Sian Jin, Petter Johansson, Shaomeng Li, Xin Liang, Erik Lindahl, Peter Lindstrom, Zarija Lukic, Magnus Lundborg, Danylo Lykov, Masaru Nagaso, Kento Sato, Amarjit Singh, Seung Woo Son, Shihui Song, William Tang, Dingwen Tao, Jiannan Tian, Kazutomo Yoshii, Kai Zhao |
| 2025 | SC | Automated MCQA Benchmarking at Scale: Evaluating Reasoning Traces as Retrieval Sources for Domain Adaptation of Small Language Models. | Ozan Gkdemir, Neil Getty, Robert Underwood, Sandeep Madireddy, Franck Cappello, Arvind Ramanathan, Ian T. Foster, Rick L. Stevens |
| 2025 | SC | GPU Lossy Compression for HPC Can Be Versatile and Ultra-Fast. | Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello |
| 2025 | SC | lsCOMP: Efficient Light Source Compression. | Yafan Huang, Sheng Di, Robert Underwood, Peco Myint, Miaoqi Chu, Guanpeng Li, Nicholas Schwarz, Franck Cappello |
| 2025 | SC | Lightweight CNN-Based Artifact Reduction for Scientific Error-bounded Lossy Compression. | Zizhe Jian, Pu Jiao, Bohan Zhang, Sheng Di, Xin Liang, Guanpeng Li, Huangliang Dai, Zizhong Chen, Franck Cappello |
| 2025 | SC | MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall. | Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae |
| 2025 | SC | Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration. | Shixun Wu, Jinwen Pan, Jinyang Liu, Jiannan Tian, Ziwei Qiu, Jiajun Huang, Kai Zhao, Xin Liang, Sheng Di, Zizhong Chen, Franck Cappello |
| 2025 | SSDBM | DTIO: Data Stack for AI-driven Workflows. | Keith Alex Bateman, Neeraj Rajesh, Jaime Cernuda, Luke Logan, Bogdan Nicolae, Franck Cappello, Xian-He Sun, Anthony Kougkas |
| 2024 | CLUSTER | FT K-Means: A High-Performance K-Means on GPU with Fault Tolerance. | Shixun Wu, Yitong Ding, Yujia Zhai, Jinyang Liu, Jiajun Huang, Zizhe Jian, Huangliang Dai, Sheng Di, Bryan M. Wong, Zizhong Chen, Franck Cappello |
| 2024 | EuroSys | Concealing Compression-accelerated I/O for HPC Applications through In Situ Task Scheduling. | Sian Jin, Sheng Di, Frdric Vivien, Daoce Wang, Yves Robert, Dingwen Tao, Franck Cappello |
| 2024 | HPDC | DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. | Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae |
| 2024 | HPDC | A Portable, Fast, DCT-based Compressor for AI Accelerators. | Milan Shah, Xiaodong Yu, Sheng Di, Michela Becchi, Franck Cappello |
| 2024 | HPDC | CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2. | Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, Franck Cappello |
| 2024 | ICDCS | FedSZ: Leveraging Error-Bounded Lossy Compression for Federated Learning Communications. | Grant Wilkins, Sheng Di, Jon C. Calhoun, Zilinghan Li, Kibaek Kim, Robert Underwood, Richard Mortier, Franck Cappello |
| 2024 | ICDE | Preserving Topological Feature with Sign-of-Determinant Predicates in Lossy Compression: A Case Study of Vector Field Critical Points. | Mingze Xia, Sheng Di, Franck Cappello, Pu Jiao, Kai Zhao, Jinyang Liu, Xuan Wu, Xin Liang, Hanqi Guo |
| 2024 | ICS | gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. | Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur |
| 2024 | Middleware | Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading. | Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae |
| 2024 | Middleware | Towards Affordable Reproducibility Using Scalable Capture and Comparison of Intermediate Multi-Run Results. | Nigel Tan, Kevin Assogba, Walter J. Ashworth, Befikir Bogale, Franck Cappello, M. Mustafa Rafique, Michela Taufer, Bogdan Nicolae |
| 2024 | PPoPP | POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters. | Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur |
| 2024 | SC | cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation. | Jinyang Liu, Jiannan Tian, Shixun Wu, Sheng Di, Boyuan Zhang, Robert Underwood, Yafan Huang, Jiajun Huang, Kai Zhao, Guanpeng Li, Dingwen Tao, Zizhong Chen, Franck Cappello |
| 2024 | SC | SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data. | Tripti Agarwal, Sheng Di, Jiajun Huang, Yafan Huang, Ganesh Gopalakrishnan, Robert Underwood, Kai Zhao, Xin Liang, Guanpeng Li, Franck Cappello |
| 2024 | SC | FRSZ2 for In-Register Block Compression Inside GMRES on GPUs. | Thomas Grtzmacher, Robert Underwood, Sheng Di, Franck Cappello, Hartwig Anzt |
| 2024 | SC | hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression. | Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Zizhe Jian, Xin Liang, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur |
| 2024 | SC | cuSZp2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio. | Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello |
| 2023 | CCGRID | Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression. | Yafan Huang, Kai Zhao, Sheng Di, Guanpeng Li, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Franck Cappello |
| 2023 | CLUSTER | A Lightweight, Effective Compressibility Estimation Method for Error-bounded Lossy Compression. | Arkaprabha Ganguli, Robert Underwood, Julie Bessac, David Krasowska, Jon C. Calhoun, Sheng Di, Franck Cappello |
| 2023 | CLUSTER | An Efficient and Accurate Compression Ratio Estimation Model for SZx. | Arham Khan, Sheng Di, Kai Zhao, Jinyang Liu, Kyle Chard, Ian T. Foster, Franck Cappello |
| 2023 | DSN | Time Machine: Generative Real-Time Model for Failure (and Lead Time) Prediction in HPC Systems. | Khalid Ayedh Alharthi, Arshad Jhumka, Sheng Di, Lin Gui, Franck Cappello, Simon McIntosh-Smith |
| 2023 | HiPC | Characterization and Detection of Artifacts for Error-Controlled Lossy Compressors. | Pu Jiao, Sheng Di, Jinyang Liu, Xin Liang, Franck Cappello |
| 2023 | HiPC | SECRE: Surrogate-Based Error-Controlled Lossy Compression Ratio Estimation Framework. | Arham Khan, Sheng Di, Kai Zhao, Jinyang Liu, Kyle Chard, Ian T. Foster, Franck Cappello |
| 2023 | HiPC | Towards Efficient I/O Pipelines Using Accumulated Compression. | Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello |
| 2023 | HPDC | GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. | Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae |
| 2023 | HPDC | FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs. | Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Yunhe Feng, Xin Liang, Dingwen Tao, Franck Cappello |
| 2023 | ICDCS | Optimizing Scientific Data Transfer on Globus with Error-Bounded Lossy Compression. | Yuanjian Liu, Sheng Di, Kyle Chard, Ian T. Foster, Franck Cappello |
| 2023 | ICDE | A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets. | Md Hasanur Rahman, Sheng Di, Kai Zhao, Robert Underwood, Guanpeng Li, Franck Cappello |
| 2023 | ICPP | Scalable Incremental Checkpointing using GPU-Accelerated De-Duplication. | Nigel Tan, Jakob Lttgau, Jack D. Marquez, Keita Teranishi, Nicolas M. Morales, Sanjukta Bhowmick, Franck Cappello, Michela Taufer, Bogdan Nicolae |
| 2023 | ICS | FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific data. | Jinyang Liu, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello |
| 2023 | ICS | Lightweight Huffman Coding for Efficient GPU Compression. | Milan Shah, Xiaodong Yu, Sheng Di, Michela Becchi, Franck Cappello |
| 2023 | ICS | GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs. | Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Martin Swany, Dingwen Tao, Franck Cappello |
| 2023 | SC | cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance. | Yafan Huang, Sheng Di, Xiaodong Yu, Guanpeng Li, Franck Cappello |
| 2023 | SC | LibPressio-Predict: Flexible and Fast Infrastructure For Inferring Compression Performance. | Robert Underwood, Sheng Di, Sian Jin, Md Hasanur Rahman, Arham Khan, Franck Cappello |
| 2023 | SC | AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications. | Daoce Wang, Jesus Pulido, Pascal Grosset, Jiannan Tian, Sian Jin, Houjun Tang, Jean M. Sexton, Sheng Di, Kai Zhao, Bo Fang, Zarija Lukic, Franck Cappello, James P. Ahrens, Dingwen Tao |
| 2023 | SC | Streaming Hardware Compressor Generator Framework. | Kazutomo Yoshii, Tomohiro Ueno, Kentaro Sano, Antonino Miceli, Franck Cappello |
| 2022 | CLUSTER | Exploring Light-weight Cryptography for Efficient and Secure Lossy Data Compression. | Ruiwen Shan, Sheng Di, Jon C. Calhoun, Franck Cappello |
| 2022 | HiPC | Towards Efficient Cache Allocation for High-Frequency Checkpointing. | Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello |
| 2022 | HPDC | A Reflection on Methodologies, Algorithms and Software for HPDC. | Franck Cappello |
| 2022 | HPDC | Ultrafast Error-bounded Lossy Compression for Scientific Datasets. | Xiaodong Yu, Sheng Di, Kai Zhao, Jiannan Tian, Dingwen Tao, Xin Liang, Franck Cappello |
| 2022 | ICDE | Improving Prediction-Based Lossy Compression Dramatically via Ratio-Quality Modeling. | Sian Jin, Sheng Di, Jiannan Tian, Suren Byna, Dingwen Tao, Franck Cappello |
| 2022 | ICDE | MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics. | Kai Zhao, Sheng Di, Danny Perez, Xin Liang, Zizhong Chen, Franck Cappello |
| 2022 | ICS | Clairvoyant: a log-based transformer-decoder for failure prediction in large-scale systems. | Khalid Ayedh Alharthi, Arshad Jhumka, Sheng Di, Franck Cappello |
| 2022 | MASCOTS | Efficient Error-Bounded Lossy Compression for CPU Architectures. | Griffin Dube, Jiannan Tian, Sheng Di, Dingwen Tao, Jon C. Calhoun, Franck Cappello |
| 2022 | PPoPP | Hardening selective protection across multiple program inputs for HPC applications. | Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello |
| 2022 | SC | Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs. | Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello |
| 2022 | SC | Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDF5. | Sian Jin, Dingwen Tao, Houjun Tang, Sheng Di, Suren Byna, Zarija Lukic, Franck Cappello |
| 2022 | SC | Dynamic Quality Metric Oriented Error Bounded Lossy Compression for Scientific Datasets. | Jinyang Liu, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello |
| 2021 | CLUSTER | Exploring Autoencoder-based Error-bounded Compression for Scientific Data. | Jinyang Liu, Sheng Di, Kai Zhao, Sian Jin, Dingwen Tao, Xin Liang, Zizhong Chen, Franck Cappello |
| 2021 | CLUSTER | Accelerating DNN Architecture Search at Scale Using Selective Weight Transfer. | Hongyuan Liu, Bogdan Nicolae, Sheng Di, Franck Cappello, Adwait Jog |
| 2021 | CLUSTER | Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs. | Jiannan Tian, Sheng Di, Xiaodong Yu, Cody Rivera, Kai Zhao, Sian Jin, Yunhe Feng, Xin Liang, Dingwen Tao, Franck Cappello |
| 2021 | CLUSTER | cuZ-Checker: A GPU-Based Ultra-Fast Assessment System for Lossy Compressions. | Xiaodong Yu, Sheng Di, Ali Murat Gok, Dingwen Tao, Franck Cappello |
| 2021 | DSN | Sentiment Analysis based Error Detection for Large-Scale Systems. | Khalid Ayedh Alharthi, Arshad Jhumka, Sheng Di, Franck Cappello, Edward Chuah |
| 2021 | EuroPar | Towards High Performance Resilience Using Performance Portable Abstractions. | Nicolas M. Morales, Keita Teranishi, Bogdan Nicolae, Christian Trott, Franck Cappello |
| 2021 | HiPC | Optimizing Multi-Range based Error-Bounded Lossy Compression for Scientific Datasets. | Yuanjian Liu, Sheng Di, Kai Zhao, Sian Jin, Cheng Wang, Kyle Chard, Dingwen Tao, Ian T. Foster, Franck Cappello |
| 2021 | ICDE | Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation. | Kai Zhao, Sheng Di, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Zizhong Chen, Franck Cappello |
| 2021 | MASCOTS | Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing. | Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello |
| 2021 | SC | Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets. | David Krasowska, Julie Bessac, Robert Underwood, Jon C. Calhoun, Sheng Di, Franck Cappello |
| 2021 | SC | Resilient error-bounded lossy compressor for data transfer. | Sihuan Li, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello |
| 2021 | SC | Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis. | Yuanjian Lin, Sheng Di, Kai Zhao, Sian Jin, Cheng Wang, Kyle Chard, Dingwen Tao, Ian T. Foster, Franck Cappello |
| 2021 | SC | Productive and Performant Generic Lossy Data Compression with LibPressio. | Robert Underwood, Victoriana Malvoso, Jon C. Calhoun, Sheng Di, Franck Cappello |
| 2020 | CCGRID | DeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning Models. | Bogdan Nicolae, Jiali Li, Justin M. Wozniak, George Bosilca, Matthieu Dorier, Franck Cappello |
| 2020 | CLUSTER | Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression. | Sihuan Li, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello |
| 2020 | CLUSTER | DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training. | Bogdan Nicolae, Justin M. Wozniak, Matthieu Dorier, Franck Cappello |
| 2020 | HPDC | Significantly Improving Lossy Compression for HPC Datasets with Second-Order Prediction and Parameter Optimization. | Kai Zhao, Sheng Di, Xin Liang, Sihuan Li, Dingwen Tao, Zizhong Chen, Franck Cappello |
| 2020 | PPoPP | waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data. | Jiannan Tian, Sheng Di, Chengming Zhang, Xin Liang, Sian Jin, Dazhao Cheng, Dingwen Tao, Franck Cappello |
| 2019 | CLUSTER | Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation. | Xin Liang, Sheng Di, Dingwen Tao, Sihuan Li, Bogdan Nicolae, Zizhong Chen, Franck Cappello |
| 2019 | DSN | Characterizing and Understanding HPC Job Failures Over The 2K-Day Life of IBM BlueGene/Q System. | Sheng Di, Hanqi Guo, Eric Pershey, Marc Snir, Franck Cappello |
| 2019 | EuroPar | Towards Portable Online Prediction of Network Utilization Using MPI-Level Monitoring. | Shu-Mei Tseng, Bogdan Nicolae, George Bosilca, Emmanuel Jeannot, Aparna Chandramowlishwaran, Franck Cappello |
| 2019 | HPDC | DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression. | Sian Jin, Sheng Di, Xin Liang, Jiannan Tian, Dingwen Tao, Franck Cappello |
| 2019 | SC | Significantly improving lossy compression quality based on an optimized hybrid prediction model. | Xin Liang, Sheng Di, Sihuan Li, Dingwen Tao, Bogdan Nicolae, Zizhong Chen, Franck Cappello |
| 2019 | SC | FT-iSort: efficient fault tolerance for introsort. | Sihuan Li, Hongbo Li, Xin Liang, Jieyang Chen, Elisabeth Giem, Kaiming Ouyang, Kai Zhao, Sheng Di, Franck Cappello, Zizhong Chen |
| 2019 | SC | Full-state quantum circuit simulation by using data compression. | Xin-Chuan Wu, Sheng Di, Emma Maitreyee Dasgupta, Franck Cappello, Hal Finkel, Yuri Alexeev, Frederic T. Chong |
| 2018 | CLUSTER | PaSTRI: Error-Bounded Lossy Compression for Two-Electron Integrals in Quantum Chemistry. | Ali Murat Gok, Sheng Di, Yuri Alexeev, Dingwen Tao, Vladimir A. Mironov, Xin Liang, Franck Cappello |
| 2018 | CLUSTER | An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound. | Xin Liang, Sheng Di, Dingwen Tao, Zizhong Chen, Franck Cappello |
| 2018 | CLUSTER | Fixed-PSNR Lossy Compression for Scientific Data. | Dingwen Tao, Sheng Di, Xin Liang, Zizhong Chen, Franck Cappello |
| 2018 | CLUSTER | Neural Network Based Silent Error Detector. | Chen Wang, Nikoli Dryden, Franck Cappello, Marc Snir |
| 2018 | EGPGV | La VALSE: Scalable Log Visualization for Fault Characterization in Supercomputers. | Hanqi Guo, Sheng Di, Rinku Gupta, Tom Peterka, Franck Cappello |
| 2018 | HPDC | Improving performance of iterative methods by lossy checkponting. | Dingwen Tao, Sheng Di, Xin Liang, Zizhong Chen, Franck Cappello |
| 2017 | CCGRID | LogAider: A tool for mining potential correlations of HPC log events. | Sheng Di, Rinku Gupta, Marc Snir, Eric Pershey, Franck Cappello |
| 2017 | CLUSTER | Detection of Silent Data Corruption in Adaptive Numerical Integration Solvers. | Pierre-Louis Guhur, Emil M. Constantinescu, Debojyoti Ghosh, Tom Peterka, Franck Cappello |
| 2017 | CLUSTER | MACORD: Online Adaptive Machine Learning Framework for Silent Error Detection. | Omer Subasi, Sheng Di, Prasanna Balaprakash, Osman S. Unsal, Jess Labarta, Adrin Cristal, Sriram Krishnamoorthy, Franck Cappello |
| 2017 | EuroPar | Understanding and Improving the Trust in Results of Numerical Simulations and Scientific Data Analytics. | Franck Cappello, Rinku Gupta, Sheng Di, Emil M. Constantinescu, Thomas Peterka, Stefan M. Wild |
| 2017 | EuroPar | Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales. | Ian T. Foster, Mark Ainsworth, Bryce Allen, Julie Bessac, Franck Cappello, Jong Youl Choi, Emil M. Constantinescu, Philip E. Davis, Sheng Di, Zichao Wendy Di, Hanqi Guo, Scott Klasky, Kerstin Kleese van Dam, Tahsin M. Kur, Qing Liu, Abid Malik, Kshitij Mehta, Klaus Mueller, Todd S. Munson, George Ostrouchov, Manish Parashar, Tom Peterka, Line Pouchard, Dingwen Tao, Ozan Tugluk, Stefan M. Wild, Matthew Wolf, Justin M. Wozniak, Wei Xu, Shinjae Yoo |
| 2017 | EuroPar | Evaluation of a Floating-Point Intensive Kernel on FPGA - A Case Study of Geodesic Distance Kernel. | Zheming Jin, Hal Finkel, Kazutomo Yoshii, Franck Cappello |
| 2017 | FPL | Evaluating irregular memory access on OpenCL FPGA platforms: A case study with XSBench. | Yingyi Luo, Xianshan Wen, Kazutomo Yoshii, Seda Ogrenci Memik, Gokhan Memik, Hal Finkel, Franck Cappello |
| 2017 | HPDC | Identifying the Right Replication Level to Detect and Correct Silent Errors at Scale. | Anne Benoit, Aurlien Cavelan, Franck Cappello, Padma Raghavan, Yves Robert, Hongyang Sun |
| 2016 | CCGRID | Spatial Support Vector Regression to Detect Silent Errors in the Exascale Era. | Omer Subasi, Sheng Di, Leonardo Bautista-Gomez, Prasanna Balaprakash, Osman S. nsal, Jess Labarta, Adrin Cristal, Franck Cappello |
| 2016 | DSN | DSN 2016 Tutorial: Resilience for Scientific Computing: From Theory to Practice. | Franck Cappello, George Bosilca |
| 2016 | EuroPar | Exploring Partial Replication to Improve Lightweight Silent Data Corruption Detection for HPC Applications. | Eduardo Berrocal, Leonardo Bautista-Gomez, Sheng Di, Zhiling Lan, Franck Cappello |
| 2016 | EuroPar | Lightweight and Accurate Silent Data Corruption Detection in Ordinary Differential Equation Solvers. | Pierre-Louis Guhur, Hong Zhang, Tom Peterka, Emil M. Constantinescu, Franck Cappello |
| 2015 | CCGRID | An Efficient Silent Data Corruption Detection Method with Error-Feedback Control and Even Sampling for HPC Applications. | Sheng Di, Eduardo Berrocal, Franck Cappello |
| 2015 | CLUSTER | Detecting and Correcting Data Corruption in Stencil Applications through Multivariate Interpolation. | Leonardo Arturo Bautista-Gomez, Franck Cappello |
| 2015 | CLUSTER | Fault-Tolerant Protocol for Hybrid Task-Parallel Message-Passing Applications. | Tatiana V. Martsinkevich, Omer Subasi, Osman S. Unsal, Franck Cappello, Jess Labarta |
| 2015 | DAIS | Distributed Monitoring and Management of Exascale Systems in the Argo Project. | Swann Perarnau, Rajeev Thakur, Kamil Iskra, Ken Raffenetti, Franck Cappello, Rinku Gupta, Peter H. Beckman, Marc Snir, Henry Hoffmann, Martin Schulz, Barry Rountree |
| 2015 | EuroPar | Addressing the Last Roadblock for Message Logging in HPC: Alleviating the Memory Requirement Using Dedicated Resources. | Tatiana V. Martsinkevich, Thomas Ropars, Franck Cappello |
| 2015 | HPCC | Exploiting Spatial Smoothness in HPC Applications to Detect Silent Data Corruption. | Leonardo Arturo Bautista-Gomez, Franck Cappello |
| 2015 | HPDC | Lightweight Silent Data Corruption Detection Based on Runtime Data Analysis for HPC Applications. | Eduardo Berrocal, Leonardo Arturo Bautista-Gomez, Sheng Di, Zhiling Lan, Franck Cappello |
| 2014 | CLUSTER | Energy-performance tradeoffs in multilevel checkpoint strategies. | Leonardo Arturo Bautista-Gomez, Prasanna Balaprakash, Mohamed-Slim Bouguerra, Stefan M. Wild, Franck Cappello, Paul D. Hovland |
| 2014 | DATE | GPGPUs: How to combine high computational power with high reliability. | Leonardo Arturo Bautista-Gomez, Franck Cappello, Luigi Carro, Nathan DeBardeleben, Bo Fang, Sudhanva Gurumurthi, Karthik Pattabiraman, Paolo Rech, Matteo Sonza Reorda |
| 2014 | PPoPP | Detecting silent data corruption through data dynamic monitoring for scientific applications. | Leonardo Arturo Bautista-Gomez, Franck Cappello |
| 2014 | SC | Analysis of the Tradeoffs Between Energy and Run Time for Multilevel Checkpointing. | Prasanna Balaprakash, Leonardo Arturo Bautista-Gomez, Mohamed-Slim Bouguerra, Stefan M. Wild, Franck Cappello, Paul D. Hovland |
| 2014 | SC | Optimization of a Multilevel Checkpoint Model with Uncertain Execution Scales. | Sheng Di, Leonardo Arturo Bautista-Gomez, Franck Cappello |
| 2013 | CCGRID | ECOFIT: A Framework to Estimate Energy Consumption of Fault Tolerance Protocols for HPC Applications. | Mohammed el Mehdi Diouri, Olivier Glck, Laurent Lefvre, Franck Cappello |
| 2013 | EuroPar | Multi-criteria Checkpointing Strategies: Response-Time versus Resource Utilization. | Aurlien Bouteiller, Franck Cappello, Jack J. Dongarra, Amina Guermouche, Thomas Hrault, Yves Robert |
| 2013 | HPDC | AI-Ckpt: leveraging memory access patterns for adaptive asynchronous incremental checkpointing. | Bogdan Nicolae, Franck Cappello |
| 2013 | ICPP | Characterizing Cloud Applications on a Google Data Center. | Sheng Di, Derrick Kondo, Franck Cappello |
| 2013 | PPoPP | Towards an energy estimator for fault tolerance protocols. | Mohammed el Mehdi Diouri, Olivier Glck, Laurent Lefvre, Franck Cappello |
| 2013 | SC | Optimization of cloud task processing with checkpoint-restart mechanism. | Sheng Di, Yves Robert, Frdric Vivien, Derrick Kondo, Cho-Li Wang, Franck Cappello |
| 2013 | SC | SPBC: leveraging the characteristics of MPI HPC applications for scalable checkpointing. | Thomas Ropars, Tatiana V. Martsinkevich, Amina Guermouche, Andr Schiper, Franck Cappello |
| 2012 | CLUSTER | Hierarchical Clustering Strategies for Fault Tolerance in Large Scale HPC Systems. | Leonardo Arturo Bautista-Gomez, Thomas Ropars, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka |
| 2012 | CLUSTER | Damaris: How to Efficiently Leverage Multicore Parallelism to Achieve Scalable, Jitter-free I/O. | Matthieu Dorier, Gabriel Antoniu, Franck Cappello, Marc Snir, Leigh Orf |
| 2012 | DSN | Energy considerations in checkpointing and fault tolerance protocols. | Mohammed el Mehdi Diouri, Olivier Glck, Laurent Lefvre, Franck Cappello |
| 2012 | EuroPar | Scalable Reed-Solomon-Based Reliable Local Storage for HPC Applications on IaaS Clouds. | Leonardo Arturo Bautista-Gomez, Bogdan Nicolae, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka |
| 2012 | HPDC | A hybrid local storage transfer scheme for live migration of I/O intensive workloads. | Bogdan Nicolae, Franck Cappello |
| 2012 | SC | Fault prediction under the microscope: a closer look into HPC systems. | Ana Gainaru, Franck Cappello, Marc Snir, William Kramer |
| 2011 | EuroPar | Event Log Mining Tool for Large Scale HPC Systems. | Ana Gainaru, Franck Cappello, Stefan Trausan-Matu, Bill Kramer |
| 2011 | EuroPar | Optimizing Multi-deployment on Clouds by Means of Self-adaptive Prefetching. | Bogdan Nicolae, Franck Cappello, Gabriel Antoniu |
| 2011 | EuroPar | On the Use of Cluster-Based Partial Message Logging to Improve Fault Tolerance for MPI HPC Applications. | Thomas Ropars, Amina Guermouche, Bora Uar, Esteban Meneses, Laxmikant V. Kal, Franck Cappello |
| 2011 | HiPC | Comparing archival policies for Blue Waters. | Franck Cappello, Mathias Jacquelin, Loris Marchal, Yves Robert, Marc Snir |
| 2011 | SC | FTI: high performance fault tolerance interface for hybrid systems. | Leonardo Arturo Bautista-Gomez, Seiji Tsuboi, Dimitri Komatitsch, Franck Cappello, Naoya Maruyama, Satoshi Matsuoka |
| 2011 | SC | Modeling and tolerating heterogeneous failures in large parallel systems. | Eric Martin Heien, Derrick Kondo, Ana Gainaru, Dan Lapine, Bill Kramer, Franck Cappello |
| 2011 | SC | BlobCR: efficient checkpoint-restart for HPC applications on IaaS clouds using virtual disk image snapshots. | Bogdan Nicolae, Franck Cappello |
| 2010 | CCGRID | Planning Large Data Transfers in Institutional Grids. | Fatiha Bouabache, Thomas Hrault, Sylvain Peyronnet, Franck Cappello |
| 2010 | CCGRID | Distributed Diskless Checkpoint for Large Scale Systems. | Leonardo Arturo Bautista-Gomez, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka |
| 2010 | HiPC | Low-overhead diskless checkpoint for hybrid computing systems. | Leonardo Arturo Bautista-Gomez, Akira Nukada, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka |
| 2010 | ICCCN | On Communication Determinism in Parallel HPC Applications. | Franck Cappello, Amina Guermouche, Marc Snir |
| 2010 | ICPP | Checkpointing vs. Migration for Post-Petascale Supercomputers. | Franck Cappello, Henri Casanova, Yves Robert |
| 2009 | CCGRID | BLAST Application with Data-Aware Desktop Grid Middleware. | Haiwu He, Gilles Fedak, Bing Tang, Franck Cappello |
| 2009 | EuroPar | MPI Applications on Grids: A Topology Aware Approach. | Camille Coti, Thomas Hrault, Franck Cappello |
| 2008 | AICCSA | Hierarchical replication techniques to ensure checkpoint storage reliability in grid environment. | Fatiha Bouabache, Thomas Hrault, Gilles Fedak, Franck Cappello |
| 2008 | CCGRID | Hierarchical Replication Techniques to Ensure Checkpoint Storage Reliability in Grid Environment. | Fatiha Bouabache, Thomas Hrault, Gilles Fedak, Franck Cappello |
| 2008 | CCGRID | Grid Services for MPI. | Camille Coti, Thomas Hrault, Sylvain Peyronnet, Ala Rezmerita, Franck Cappello |
| 2008 | HPDC | Distributing and managing data on desktop grids with BitDew. | Gilles Fedak, Haiwu He, Franck Cappello |
| 2008 | SC | BitDew: a programmable environment for large-scale data management and distribution. | Gilles Fedak, Haiwu He, Franck Cappello |
| 2007 | CCGRID | Toward an International "Computer Science Grid". | Franck Cappello, Henri E. Bal |
| 2007 | EuroPar | Characterizing Result Errors in Internet Desktop Grids. | Derrick Kondo, Filipe Arajo, Paul Malecot, Patrcio Domingues, Lus Moura Silva, Gilles Fedak, Franck Cappello |
| 2007 | WETICE | Towards an International Computer Science Grid. | Franck Cappello |
| 2006 | CCGRID | Towards Soft Real-Time Applications on Enterprise Desktop Grids. | Derrick Kondo, Bruno Kindarji, Gilles Fedak, Franck Cappello |
| 2006 | CCGRID | Integrating Computing Resources on Multiple Grid-enabled Job Scheduling Systems Through a Grid RPC System. | Yoshihiro Nakajima, Mitsuhisa Sato, Yoshiaki Aida, Taisuke Boku, Franck Cappello |
| 2006 | CLUSTER | FAIL-MPI: How Fault-Tolerant Is Fault-Tolerant MPI? | William Hoarau, Pierre Lemarinier, Thomas Hrault, Eric Rodriguez, Sbastien Tixeuil, Franck Cappello |
| 2006 | EuroPar | Private Virtual Cluster: Infrastructure and Protocol for Instant Grids. | Ala Rezmerita, Tangui Morlier, Vincent Nri, Franck Cappello |
| 2006 | SC | MPI tools and performance studies - Blocking vs. non-blocking coordinated checkpointing for large-scale fault tolerant MPI. | Camille Coti, Thomas Hrault, Pierre Lemarinier, Laurence Pilard, Ala Rezmerita, Eric Rodriguez, Franck Cappello |
| 2005 | ISPDC | Collaborative Data Distribution with BitTorrent for Computational Desktop Grids. | Baohua Wei, Gilles Fedak, Franck Cappello |
| 2004 | CLUSTER | Improved message logging versus improved coordinated checkpointing for fault tolerant MPI. | Pierre Lemarinier, Aurlien Bouteiller, Thomas Hrault, Graud Krawezik, Franck Cappello |
| 2004 | SC | RPC-V: Toward Fault-Tolerant RPC for Internet Connected Desktop Grids with Volatile Nodes. | Samir Djilali, Thomas Hrault, Oleg Lodygensky, Tangui Morlier, Gilles Fedak, Franck Cappello |
| 2003 | CCGRID | XtremWeb & Condor sharing resources between Internet connected Condor pools. | Oleg Lodygensky, Gilles Fedak, Franck Cappello, Vincent Nri, Miron Livny, Douglas Thain |
| 2003 | CLUSTER | Coordinated Checkpoint versus Message Log for Fault Tolerant MPI. | Aurlien Bouteiller, Pierre Lemarinier, Graud Krawezik, Franck Cappello |
| 2003 | EuroPar | Topic Introduction. | Luc Boug, Franck Cappello, Omer F. Rana, Bernard Traversat |
| 2003 | SC | MPICH-V2: a Fault Tolerant MPI for Volatile Nodes based on Pessimistic Sender Based Message Logging. | Aurlien Bouteiller, Franck Cappello, Thomas Hrault, Graud Krawezik, Pierre Lemarinier, Frdric Magniette |
| 2002 | SC | MPICH-V: toward a scalable fault tolerant MPI for volatile nodes. | George Bosilca, Aurlien Bouteiller, Franck Cappello, Samir Djilali, Gilles Fedak, Ccile Germain, Thomas Hrault, Pierre Lemarinier, Oleg Lodygensky, Frdric Magniette, Vincent Nri, Anton Selikhov |
| 2001 | CCGRID | OVM: Out-of-Order Execution Parallel Virtual Machine. | George Bosilca, Gilles Fedak, Franck Cappello |
| 2001 | CCGRID | XtremWeb: A Generic Global Computing System. | Gilles Fedak, Ccile Germain, Vincent Nri, Franck Cappello |
| 2000 | HPCA | Investigating the Performance of Two Programming Models for Clusters of SMP PCs. | Franck Cappello, Olivier Richard, Daniel Etiemble |
| 2000 | SC | MPI versus MPI+OpenMP on IBM SP for the NAS Benchmarks. | Franck Cappello, Daniel Etiemble |
| 1999 | EuroPar | A Client/Broker/Server Substrate with µs Round-Trip Overhead. | Olivier Richard, Franck Cappello |
| 1999 | PACT | Performance of the NAS Benchmarks on a Cluster of SMP PCs Using a Parallelization of the MPI Programs with OpenMP. | Franck Cappello, Olivier Richard, Daniel Etiemble |
| 1999 | PDPTA | Performance Evaluation of Two Programming Models for a Cluster of PC Biprocessors. | Franck Cappello, Olivier Richard, Daniel Etiemble |
| 1998 | EuroPar | On the Self-Similar Nature of Workstations and WWW Servers Workload. | Olivier Richard, Franck Cappello |
| 1997 | PACT | Communications in Parallel Architectures and Networks of Workstations: From Standardisation to New Standards. | Franck Cappello, Daniel Etiemble |
| 1995 | HPCA | Toward High Communication Performance through Compiled Communications on a Circuit Switched Interconnection Network. | Franck Cappello, Ccile Germain |
| 1993 | ICPP | Balanced Distributed Memory Parallel Computers. | Franck Cappello, Jean-Luc Bchennec, Franck Delaplace, Ccile Germain, Jean-Louis Giavitto, Vincent Nri, Daniel Etiemble |
| 1993 | PDP | Static computation of standard linear algebra subroutines for PTAH. | E. Daugeras, Jean-Luc Bchennec, Franck Cappello |