References of "Samir, Areeg 50038823"
     in
Bookmark and Share    
Peer Reviewed
See detailAnomaly Detection and Analysis for Reliability Management Clustered Container Architectures
Samir, Areeg UL; El Ioini, Nabil; Fronza, Ilena et al

in International Journal on Advances in Systems and Measurements (2020), 12(3\&4), 247--264

Virtualised environments such as cloud and edgecomputing architectures allow software to be deployed andmanaged through third-party provided services. Here virtualisedresources available can be adjusted ... [more ▼]

Virtualised environments such as cloud and edgecomputing architectures allow software to be deployed andmanaged through third-party provided services. Here virtualisedresources available can be adjusted, even dynamically to changingneeds. However, the problem is often the boundary between theservice provider and the service consumer. Often there is no directaccess to execution parameters at resource level on the provider'sside. Generally, only some quality factors can be directly observedwhile others remain hidden from the consumer. We propose anarchitecture for autonomous anomaly analysis for clustered cloudor edge resources. The key contribution is that the architecturedetermines possible causes of consumer-observed anomalies inan underlying provider-controlled infrastructure. We use HiddenHierarchical Markov Models to map observed performanceanomalies to hidden resources, and to identify the root causes ofthe observed anomalies in order to improve reliability. We applythe model to clustered hierarchically organised cloud computingresources. We illustrate use cases in the context of containertechnologies to show the utility of the proposed architecture [less ▲]

Detailed reference viewed: 36 (4 UL)
See detailSelf-Adaptive Healing for Containerized Cluster Architectures with Hidden Markov Models
Samir, Areeg UL; Pahl, C.

in The Fourth IEEE International Conference on Fog and Mobile Edge Computing (2019)

Detailed reference viewed: 40 (0 UL)
See detailA Controller Architecture for Anomaly Detection, Root Cause Analysis and Self-Adaptation for Cluster Architectures
Samir, Areeg UL; Pahl, Claus

in Samir, Areeg (Ed.) The Eleventh International Conference on Adaptive and Self-Adaptive Systems and Applications (2019)

Detailed reference viewed: 32 (0 UL)
Peer Reviewed
See detailDLA: Detecting and Localizing Anomalies in Containerized Microservice Architectures Using Markov Models
Samir, Areeg UL; Pahl, Claus

in Samir, Areeg (Ed.) the 7th International Conference on Future Internet of Things and Cloud (2019)

Detailed reference viewed: 29 (0 UL)
Peer Reviewed
See detailA Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-Board Devices
Scolati, Remo; Fronza, Ilenia; Ioini, Nabil El et al

in Samir, Areeg (Ed.) A Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-Board Devices (2019)

Detailed reference viewed: 26 (1 UL)
See detailA Refactoring Approach to Enhance Software Development Process
Samir, Areeg UL; Darwish, Nagy Ramadan

in Software Engineering and Technology (2016), (August), 191--200

Detailed reference viewed: 33 (10 UL)