Outliers are also referred to as abnormalities, discordants, deviants, or anomalies in the data mining and statistics literature. In most applications, the data is created by one or more …
Logs have been an imperative resource to ensure the reliability and continuity of many software systems, especially large-scale distributed systems. They faithfully record runtime …
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 …
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 …
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 …
Y Liang, Y Zhang, H Xiong… - … Conference on Data …, 2007 - ieeexplore.ieee.org
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 …
AB Nagarajan, F Mueller, C Engelmann… - Proceedings of the 21st …, 2007 - dl.acm.org
Large-scale parallel computing is relying increasingly on clusters with thousands of processors. At such large counts of compute nodes, faults are becoming common place …
The growing computational and storage needs of several scientific applications mandate the deployment of extreme-scale parallel machines, such as IBM's BlueGene/L which can …
Artificial Intelligence for IT operations (AIOps) aims to combine the power of AI with the big data generated by IT Operations processes, particularly in cloud infrastructures, to provide …