Straddling the crevasse: A review of microservice software architecture foundations and recent advancements

CT Joseph, K Chandrasekaran - Software: Practice and …, 2019 - Wiley Online Library
Microservice architecture style has been gaining wide impetus in the software engineering
industry. Researchers and practitioners have adopted the microservices concepts into …

Graph-based root cause analysis for service-oriented and microservice architectures

Á Brandón, M Solé, A Huélamo, D Solans… - Journal of Systems and …, 2020 - Elsevier
Abstract Service-oriented architectures and microservices define two ways of designing
software with the aim of dividing an application into loosely-coupled services that …

Dla: Detecting and localizing anomalies in containerized microservice architectures using markov models

A Samir, C Pahl - 2019 7th International Conference on Future …, 2019 - ieeexplore.ieee.org
Container-based microservice architectures are emerging as a new approach for building
distributed applications as a collection of independent services that works together. As a …

Model-driven generation of microservice architectures for benchmarking performance and resilience engineering approaches

TF Düllmann, A Van Hoorn - Proceedings of the 8th acm/spec on …, 2017 - dl.acm.org
Microservice architectures are steadily gaining adoption in industrial practice. At the same
time, performance and resilience are important properties that need to be ensured. Even …

Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities

R Zeng, X Hou, L Zhang, C Li, W Zheng… - Frontiers of Computer …, 2022 - Springer
With the demand of agile development and management, cloud applications today are
moving towards a more fine-grained microservice paradigm, where smaller and simpler …

[PDF][PDF] Anomaly detection and analysis for clustered cloud computing reliability

A Samir, C Pahl - CLOUD COMPUTING, 2019 - researchgate.net
Cloud and edge computing allow applications to be deployed and managed through third-
party provided services that typically make virtualised resources available. However, often …

Detecting and localizing anomalies in container clusters using Markov models

A Samir, C Pahl - Electronics, 2020 - mdpi.com
Detecting the location of performance anomalies in complex distributed systems is critical to
ensuring the effective operation of a system, in particular, if short-lived container …

[PDF][PDF] A controller architecture for anomaly detection, root cause analysis and self-adaptation for cluster architectures

A Samir, C Pahl - Intl Conf Adaptive and Self-Adaptive Systems …, 2019 - personales.upv.es
Service-based cloud computing allows applications to be deployed and managed through
third-party provided services, making typically virtualised resources available. However …

Detection of Cluster Anomalies With ML Techniques

J Kosińska, M Tobiasz - IEEE Access, 2022 - ieeexplore.ieee.org
Due to the increasing complexity of computing clusters, it becomes more challenging to
identify erroneous behavior inside them. Monitoring systems collect large amounts of data to …

[PDF][PDF] A controller for anomaly detection, analysis and management for self-adaptive container clusters

A Samir, N El Ioini, I Fronza, HR Barzegar… - … Journal on Advances …, 2019 - researchgate.net
Service computing in the cloud allows applications to be deployed remotely. These are
managed by third-party service providers that make virtualised resources available for these …