[HTML][HTML] Toward exascale resilience: 2014 update
F Cappello, G Al, W Gropp, S Kale, B Kramer… - … and Innovations: an …, 2014 - dl.acm.org
Resilience is a major roadblock for HPC executions on future exascale systems. These
systems will typically gather millions of CPU cores running up to a billion threads …
systems will typically gather millions of CPU cores running up to a billion threads …
[图书][B] Fault tolerance techniques for high-performance computing
This chapter provides an introduction to resilience methods. The emphasis is on
checkpointing, the de-facto standard technique for resilience in High Performance …
checkpointing, the de-facto standard technique for resilience in High Performance …
Detection and correction of silent data corruption for large-scale high-performance computing
Faults have become the norm rather than the exception for high-end computing clusters.
Exacerbating this situation, some of these faults remain undetected, manifesting themselves …
Exacerbating this situation, some of these faults remain undetected, manifesting themselves …
Failures in large scale systems: long-term measurement, analysis, and implications
Resilience is one of the key challenges in maintaining high efficiency of future extreme scale
supercomputers. Researchers and system practitioners rely on field-data studies to …
supercomputers. Researchers and system practitioners rely on field-data studies to …
Job characteristics on large-scale systems: long-term analysis, quantification, and implications
HPC workload analysis and resource consumption characteristics are the key to driving
better operation practices, system procurement decisions, and designing effective resource …
better operation practices, system procurement decisions, and designing effective resource …
Failure prediction using machine learning in a virtualised HPC system and application
Failure is an increasingly important issue in high performance computing and cloud
systems. As large-scale systems continue to grow in scale and complexity, mitigating the …
systems. As large-scale systems continue to grow in scale and complexity, mitigating the …
Classifying soft error vulnerabilities in extreme-scale scientific applications using a binary instrumentation tool
Extreme-scale scientific applications are at a significant risk of being hit by soft errors on
supercomputers as the scale of these systems and the component density continues to …
supercomputers as the scale of these systems and the component density continues to …
APOGEE: Adaptive prefetching on GPUs for energy efficiency
Modern graphics processing units (GPUs) combine large amounts of parallel hardware with
fast context switching among thousands of active threads to achieve high performance …
fast context switching among thousands of active threads to achieve high performance …
Doomsday: Predicting which node will fail when on supercomputers
A Das, F Mueller, P Hargrove… - … Conference for High …, 2018 - ieeexplore.ieee.org
Predicting which node will fail and how soon remains a challenge for HPC resilience, yet
may pave the way to exploiting proactive remedies before jobs fail. Not only for increasing …
may pave the way to exploiting proactive remedies before jobs fail. Not only for increasing …
Resiliency in numerical algorithm design for extreme scale simulations
This work is based on the seminar titled 'Resiliency in Numerical Algorithm Design for
Extreme Scale Simulations' held March 1–6, 2020, at Schloss Dagstuhl, that was attended …
Extreme Scale Simulations' held March 1–6, 2020, at Schloss Dagstuhl, that was attended …