A survey of online failure prediction methods
F Salfner, M Lenk, M Malek - ACM Computing Surveys (CSUR), 2010 - dl.acm.org
With the ever-growing complexity and dynamicity of computer systems, proactive fault
management is an effective approach to enhancing availability. Online failure prediction is …
management is an effective approach to enhancing availability. Online failure prediction is …
Fault tolerance in petascale/exascale systems: Current knowledge, challenges and research opportunities
F Cappello - The International Journal of High Performance …, 2009 - journals.sagepub.com
The emergence of petascale systems and the promise of future exascale systems have
reinvigorated the community interest in how to manage failures in such systems and ensure …
reinvigorated the community interest in how to manage failures in such systems and ensure …
Why does the cloud stop computing? lessons from hundreds of service outages
We conducted a cloud outage study (COS) of 32 popular Internet services. We analyzed
1247 headline news and public post-mortem reports that detail 597 unplanned outages that …
1247 headline news and public post-mortem reports that detail 597 unplanned outages that …
Informed haar-like features improve pedestrian detection
S Zhang, C Bauckhage… - Proceedings of the IEEE …, 2014 - cv-foundation.org
We propose a simple yet effective detector for pedestrian detection. The basic idea is to
incorporate common sense and everyday knowledge into the design of simple and …
incorporate common sense and everyday knowledge into the design of simple and …
What supercomputers say: A study of five system logs
A Oliner, J Stearley - 37th annual IEEE/IFIP international …, 2007 - ieeexplore.ieee.org
If we hope to automatically detect and diagnose failures in large-scale computer systems,
we must study real deployed systems and the data they generate. Progress has been …
we must study real deployed systems and the data they generate. Progress has been …
A survey of fault tolerance mechanisms and checkpoint/restart implementations for high performance computing systems
Abstract In recent years, High Performance Computing (HPC) systems have been shifting
from expensive massively parallel architectures to clusters of commodity PCs to take …
from expensive massively parallel architectures to clusters of commodity PCs to take …
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 …
Lessons learned from the analysis of system failures at petascale: The case of blue waters
C Di Martino, Z Kalbarczyk, RK Iyer… - 2014 44th Annual …, 2014 - ieeexplore.ieee.org
This paper provides an analysis of failures and their impact for Blue Waters, the Cray hybrid
(CPU/GPU) supercomputer at the University of Illinois at Urbana-Champaign. The analysis …
(CPU/GPU) supercomputer at the University of Illinois at Urbana-Champaign. The analysis …
Toward exascale resilience
Over the past few years resilience has became a major issue for high-performance
computing (HPC) systems, in particular in the perspective of large petascale systems and …
computing (HPC) systems, in particular in the perspective of large petascale systems and …
Failure prediction in ibm bluegene/l event logs
Frequent failures are becoming a serious concern to the community of high-end computing,
especially when the applications and the underlying systems rapidly grow in size and …
especially when the applications and the underlying systems rapidly grow in size and …