Adaptive real‐time anomaly detection in cloud infrastructures
… can significantly affect the cloud dependability and performance. In this paper, we present
a real-time adaptive anomaly detection technique in cloud infrastructure. We collected all the …
a real-time adaptive anomaly detection technique in cloud infrastructure. We collected all the …
Automated anomaly detection and root cause analysis in virtualized cloud infrastructures
J Lin, Q Zhang, H Bannazadeh… - NOMS 2016-2016 …, 2016 - ieeexplore.ieee.org
… new anomaly detection system for virtualized cloud data centers. We leverage unsupervised
… techniques for identifying anomalies at component1-level. Given the anomaly detected, we …
… techniques for identifying anomalies at component1-level. Given the anomaly detected, we …
Anomaly detection and identification scheme for VM live migration in cloud infrastructure
… In this section, we first describe the concept of anomalies of virtual machines in cloud
infrastructure. As our algorithms are extensions and combinations of LOF and SAX, we then give a …
infrastructure. As our algorithms are extensions and combinations of LOF and SAX, we then give a …
Aad: Adaptive anomaly detection system for cloud computing infrastructures
… 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 …
Adaptive Anomaly Detection (AAD) framework for cloud … adaptive failure detection. Based on the …
[PDF][PDF] Anomaly detection system in secure cloud computing environment
… to the consumer is to deploy onto the cloud infrastructure consumer-created or acquired
applications created using programming languages, libraries, services, and tools supported by …
applications created using programming languages, libraries, services, and tools supported by …
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
… dissect anomalous events. For Cloud computing companies and large online platforms in
general, growth is linked to the scaling potential. Automatizing the anomaly detection process …
general, growth is linked to the scaling potential. Automatizing the anomaly detection process …
A systematic review on anomaly detection for cloud computing environments
T Hagemann, K Katsarou - … the 2020 3rd Artificial Intelligence and Cloud …, 2020 - dl.acm.org
… During our systematic research we have also identified a certain amount of related surveys
that in one way or another deal with cloud infrastructures and anomaly detection. These are …
that in one way or another deal with cloud infrastructures and anomaly detection. These are …
Adaptive anomaly identification by exploring metric subspace in cloud computing infrastructures
… , we propose an adaptive anomaly detection mechanism in the cloud. It adapts its … a 362-node
cloud computing environment on campus. We compare the anomaly detection accuracy of …
cloud computing environment on campus. We compare the anomaly detection accuracy of …
Anomaly detection in the cloud: Detecting security incidents via machine learning
M Gander, M Felderer, B Katt, A Tolbaru, R Breu… - … Workshop on Eternal …, 2012 - Springer
… framework to facilitate real-time monitoring of cloud-sourced workflows and infrastructures. …
to mitigate cloud threatscenarios with web services and infrastructure anomaly detection, and …
to mitigate cloud threatscenarios with web services and infrastructure anomaly detection, and …
Anomaly detection and diagnosis for cloud services: Practical experiments and lessons learned
C Sauvanaud, M Kaâniche, K Kanoun, K Lazri… - Journal of Systems and …, 2018 - Elsevier
… section of this paper, anomaly detection has been the subject of an active research effort in
various application domains, including in cloud services and infrastructures. One major focus …
various application domains, including in cloud services and infrastructures. One major focus …
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