Towards end-to-end sdc detection for hpc applications equipped with lossy compression

S Li, S Di, K Zhao, X Liang, Z Chen… - … Conference on Cluster …, 2020 - ieeexplore.ieee.org
Data reduction techniques have been widely demanded and used by large-scale high
performance computing (HPC) applications because of vast volumes of data to be produced …

FPDetect Efficient Reasoning About Stencil Programs Using Selective Direct Evaluation

A Das, S Krishnamoorthy, I Briggs… - ACM Transactions on …, 2020 - dl.acm.org
We present FPDetect, a low-overhead approach for detecting logical errors and soft errors
affecting stencil computations without generating false positives. We develop an offline …

[图书][B] Designing Efficient and Resilient Lossy Compressors for Large-Scale Scientific Computing

S Li - 2020 - search.proquest.com
Extremely large scale scientific simulation applications have been very important in many
scientific domains including cosmology, climate, fluid dynamics, chemistry and so on. It has …

Effective Numerical Analysis for High Performance Computing Software Safety

A Das - 2020 - search.proquest.com
High performance computing (HPC) applications are at the forefront of today's technical
innovations addressing grand scientific challenges across a wide spectrum of applications …