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 …
Anomaly detection in the cloud using data density
Cloud computing is now extremely popular because of its use of elastic resources to provide
optimized, cost-effective and on-demand services. However, clouds may be subject to …
optimized, cost-effective and on-demand services. However, clouds may be subject to …
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 …
On the effectiveness of isolation‐based anomaly detection in cloud data centers
RN Calheiros, K Ramamohanarao… - Concurrency and …, 2017 - Wiley Online Library
The high volume of monitoring information generated by large‐scale cloud infrastructures
poses a challenge to the capacity of cloud providers in detecting anomalies in the …
poses a challenge to the capacity of cloud providers in detecting anomalies in the …
Semantic aware online detection of resource anomalies on the cloud
A Bhattacharyya, SAJ Jandaghi… - … conference on cloud …, 2016 - ieeexplore.ieee.org
As cloud based platforms become more popular, it becomes an essential task for the cloud
administrator to efficiently manage the costly hardware resources in the cloud environment …
administrator to efficiently manage the costly hardware resources in the cloud environment …
Semi-supervised range-based anomaly detection for cloud systems
PK Deka, Y Verma, AB Bhutto… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The inherent characteristics of cloud systems often lead to anomalies, which pose
challenges for high availability, reliability, and high performance. Detecting anomalies in …
challenges for high availability, reliability, and high performance. Detecting anomalies in …
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 …
A many objective-based feature selection model for anomaly detection in cloud environment
Z Zhang, J Wen, J Zhang, X Cai, L Xie - Ieee Access, 2020 - ieeexplore.ieee.org
With the development of cloud computing technology (CCT), the processing of network traffic
data becomes particularly important. However, the existing intrusion detection systems (IDS) …
data becomes particularly important. However, the existing intrusion detection systems (IDS) …
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 …
CauseFormer: interpretable anomaly detection with stepwise attention for cloud service
The anomaly detection techniques for cloud service focus on alerting the operation
engineers about the anomalous running state. However, their shortcoming of anomaly …
engineers about the anomalous running state. However, their shortcoming of anomaly …