Adaptive anomaly identification by exploring metric subspace in cloud computing infrastructures
Cloud computing has become increasingly popular by obviating the need for users to own
and maintain complex computing infrastructures. However, due to their inherent complexity …
and maintain complex computing infrastructures. However, due to their inherent complexity …
Aad: Adaptive anomaly detection system for cloud computing infrastructures
Cloud computing has become increasingly popular by obviating the need for users to own
and maintain complex computing infrastructure. However, due to their inherent complexity …
and maintain complex computing infrastructure. However, due to their inherent complexity …
Performance metric selection for autonomic anomaly detection on cloud computing systems
S Fu - 2011 IEEE Global Telecommunications Conference …, 2011 - ieeexplore.ieee.org
With ever-growing complexity and dynamicity of cloud computing systems, dependability
assurance has become a major concern in system design and management. In this paper …
assurance has become a major concern in system design and management. In this paper …
A self-evolving anomaly detection framework for developing highly dependable utility clouds
Utility clouds continue to grow in scale and in the complexity of their components and
interactions, which introduces a key challenge to failure and resource management for …
interactions, which introduces a key challenge to failure and resource management for …
An anomaly detection framework for autonomic management of compute cloud systems
In large-scale compute cloud systems, component failures become norms instead of
exceptions. Failure occurrence as well as its impact on system performance and operation …
exceptions. Failure occurrence as well as its impact on system performance and operation …
A hybrid anomaly detection framework in cloud computing using one-class and two-class support vector machines
Modern production utility clouds contain thousands of computing and storage servers. Such
a scale combined with ever-growing system complexity of their components and …
a scale combined with ever-growing system complexity of their components and …
Experience report: Anomaly detection of cloud application operations using log and cloud metric correlation analysis
Failure of application operations is one of the main causes of system-wide outages in cloud
environments. This particularly applies to DevOps operations, such as backup …
environments. This particularly applies to DevOps operations, such as backup …
An lof-based adaptive anomaly detection scheme for cloud computing
One of the most attractive things about cloud computing from the perspective of business
people is that it provides an effective means to outsource IT. The behaviors of business …
people is that it provides an effective means to outsource IT. The behaviors of business …
Online detection of utility cloud anomalies using metric distributions
C Wang, V Talwar, K Schwan… - 2010 IEEE Network …, 2010 - ieeexplore.ieee.org
The online detection of anomalies is a vital element of operations in data centers and in
utility clouds like Amazon EC2. Given ever-increasing data center sizes coupled with the …
utility clouds like Amazon EC2. Given ever-increasing data center sizes coupled with the …
Detecting abnormal machine characteristics in cloud infrastructures
K Bhaduri, K Das, BL Matthews - 2011 IEEE 11th International …, 2011 - ieeexplore.ieee.org
In the cloud computing environment resources are accessed as services rather than as a
product. Monitoring this system for performance is crucial because of typical pay-per-use …
product. Monitoring this system for performance is crucial because of typical pay-per-use …