Non-intrusive anomaly detection with streaming performance metrics and logs for DevOps in public clouds: a case study in AWS
Public clouds are a style of computing platforms, where scalable and elastic Information
Technology-enabled capabilities are provided as a service to external customers using …
Technology-enabled capabilities are provided as a service to external customers using …
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 …
Performance troubleshooting in data centers: an annotated bibliography?
In the emerging cloud computing era, enterprise data centers host a plethora of web
services and applications, including those for e-Commerce, distributed multimedia, and …
services and applications, including those for e-Commerce, distributed multimedia, and …
Practical compute capacity management for virtualized datacenters
We present CCM (Cloud Capacity Manager)-a prototype system and its methods for
dynamically multiplexing the compute capacity of virtualized datacenters at scales of …
dynamically multiplexing the compute capacity of virtualized datacenters at scales of …
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 …
A lightweight tool for anomaly detection in cloud data centres
Cloud data centres are critical business infrastructures and the fastest growing service
providers. Detecting anomalies in Cloud data centre operation is vital. Given the vast …
providers. Detecting anomalies in Cloud data centre operation is vital. Given the vast …
AFD: Adaptive failure 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 …
A state-space approach to SLA based management
Large complex systems (such as Enterprise systems) are often composed of several
interacting, independent components. In many such systems, although the behavior of the …
interacting, independent components. In many such systems, although the behavior of the …
Domain-specific deep web sources discovery
Y Wang, W Zuo, T Peng, F He - 2008 Fourth International …, 2008 - ieeexplore.ieee.org
The Web has been rapidly deepened with myriad searchable databases online, where data
are hidden behind query interfaces. However, users often have difficulties in finding the right …
are hidden behind query interfaces. However, users often have difficulties in finding the right …
Efficient and accurate anomaly identification using reduced metric space in utility clouds
The online detection of anomalies is a vital element of operations in utility clouds. Detection
should function for different levels of abstraction including hardware and software, and for …
should function for different levels of abstraction including hardware and software, and for …