[PDF][PDF] Anomaly detection system in secure cloud computing environment

Z Hu, S Gnatyuk, O Koval, V Gnatyuk… - … Journal of Computer …, 2017 - researchgate.net
… ‖ computing; experimentally investigated anomaly detection module in the application Weka…
developed system anomaly detection in the protected environment of ―cloudcomputing

Time series anomaly detection for trustworthy services in cloud computing systems

C Huang, G Min, Y Wu, Y Ying, K Pei… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
detecting anomalous performance metrics of cloud services. Although competent in general
anomaly detection… in time series anomaly detection, which considerably hinders its practical …

Aad: Adaptive anomaly detection system for cloud computing infrastructures

HS Pannu, J Liu, S Fu - … on Reliable Distributed Systems, 2012 - ieeexplore.ieee.org
clouds, especially for newly managed or deployed systems. In this paper, we present an
Adaptive Anomaly Detection (AAD) framework for cloud … adaptive failure detection. Based on the …

Exploring time and frequency domains for accurate and automated anomaly detection in cloud computing systems

Q Guan, S Fu, N DeBardeleben… - … Computing, 2013 - ieeexplore.ieee.org
… We test a prototype implementation of our cloud anomaly identification mechanism on a
cloud computing system. Experimental results show our approach can identify cloud failures …

A systematic review on anomaly detection for cloud computing environments

T Hagemann, K Katsarou - … Artificial Intelligence and Cloud Computing …, 2020 - dl.acm.org
… Our contribution is a survey that systematically reviews the stateof-the-art for anomaly
detection in the domain of cloud computing environments. For this purpose, we query three …

[PDF][PDF] Anomaly detection and analysis for clustered cloud computing reliability

A Samir, C Pahl - CLOUD COMPUTING, 2019 - researchgate.net
… causes of performance anomalies in an underlying provider-controlled cloud infrastructure.
We propose an anomaly detection and analysis framework for clustered cloud and edge …

Performance metric selection for autonomic anomaly detection on cloud computing systems

S Fu - 2011 IEEE Global Telecommunications Conference …, 2011 - ieeexplore.ieee.org
… As a proof of concept, we implement a prototype of the autonomic anomaly detection
framework. We test our anomaly detector in an institute-wide cloud computing environment which …

Monilog: An automated log-based anomaly detection system for cloud computing infrastructures

A Vervaet - 2021 IEEE 37th International Conference on Data …, 2021 - ieeexplore.ieee.org
… Even if it were conceived for Cloud computing, we believe the approach to be relevant for
any large-scale online services. I would like to thank Professor Raja Chiky for her guidance, …

[HTML][HTML] A review of anomaly detection systems in cloud networks and survey of cloud security measures in cloud storage applications

A Sari - Journal of Information Security, 2015 - scirp.org
… The flow of network that is been created by cloud computing systems shows users’ behavior
in service operation or use. Traffic analysis and the recognition of all significant application …

A hybrid anomaly detection framework in cloud computing using one-class and two-class support vector machines

S Fu, J Liu, H Pannu - Advanced Data Mining and Applications: 8th …, 2012 - Springer
… for system level dependability assurance. We propose a new hybrid self-evolving anomaly
detection … in an institute wide cloud computing system show that the detection accuracy of the …