Checkpoint restart plays an important role in high-performance computing (HPC) applications, allowing simulation runtime to extend beyond a single job allocation and …
J Zhang, X Zhuo, A Moon, H Liu… - 2019 35th Symposium …, 2019 - ieeexplore.ieee.org
As the amount of data produced by HPC applications reaches the exabyte range, compression techniques are often adopted to reduce the checkpoint time and volume. Since …
Progress in high-performance computing (HPC) systems has led to complex applications that stress the I/O subsystem by creating vast amounts of data. Lossy compression reduces …
J Zhang, J Chen, A Moon, X Zhuo… - 2020 IEEE High …, 2020 - ieeexplore.ieee.org
Scientific simulations run by high-performance computing (HPC) systems produce a large amount of data, which causes an extreme I/O bottleneck and a huge storage burden …
J Chen, A Moon, SW Son - … Conference on Big Data (Big Data), 2022 - ieeexplore.ieee.org
High-performance computing (HPC) systems that run scientific simulations of significance produce a large amount of data during runtime. Transferring or storing such big datasets …
P Triantafyllides, T Reza… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Lossy compression algorithms are effective tools to reduce the size of high-performance computing data sets. As established lossy compressors such as SZ and ZFP evolve, they …
Future exascale systems are expected to be characterized by more frequent failures than current petascale systems. This places increased importance on the application to minimize …
J Chen, SW Son - 2023 IEEE International Conference on Big …, 2023 - ieeexplore.ieee.org
Recent years have witnessed a wide adoption of various lossy compression techniques to alleviate the burden on high-performance computing (HPC) systems that run large-scale …
Abstract Non-Volatile Memory (NVM) is an emerging type of memory device that provides fast, byte-addressable, and high-capacity durable storage. NVM sits on the memory bus and …