Statistical techniques for online anomaly detection in data centers

• Published in: 2011 IFIP/IEEE International Symposium on Integrated Network Management pp. 385 - 392
• Main Authors: Chengwei Wang, Viswanathan, K., Choudur, L., Talwar, V., Satterfield, W., Schwan, K.
• Format: Conference Proceeding
• Language: English; Japanese
• Published: IEEE 01.05.2011
• Subjects: Production

Online anomaly detection is an important step in data center management, requiring light-weight techniques that provide sufficient accuracy for subsequent diagnosis and management actions. This paper presents statistical techniques based on the Tukey and Relative Entropy statistics, and applies them...