An online fault detection model and strategies based on SVM-grid in clouds

• Published in: IEEE/CAA journal of automatica sinica Vol. 5; no. 2; pp. 445 - 456
• Main Authors: Zhang, PeiYun, Shu, Sheng, Zhou, MengChu
• Format: Journal Article
• Language: English
• Published: Piscataway Chinese Association of Automation (CAA) 01.03.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Circuit faults; Cloud computing; Computational modeling; Correlation analysis; Fault detection; Faults; Mathematical models; Performance enhancement; Predictive models; Principal components analysis; Support vector machines

Online fault detection is one of the key technologies to improve the performance of cloud systems. The current data of cloud systems is to be monitored, collected and used to reflect their state. Its use can potentially help cloud managers take some timely measures before fault occurrence in clouds....