Toward the observability of cloud-native applications: The overview of the state-of-the-art

J Kosińska, B Baliś, M Konieczny, M Malawski… - IEEE …, 2023 - ieeexplore.ieee.org
The Cloud-native model, established to enhance the Twelve-Factor patterns, is an approach
to developing and deploying applications according to DevOps concepts, Continuous …

Robust procedural learning for anomaly detection and observability in 5G RAN

T Sundqvist, M Bhuyan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Most existing large distributed systems have poor observability and cannot use the full
potential of machine learning-based behavior analysis. The system logs, which contain the …

Microservices Architecture for Improved Maintainability and Traceability in MVC-Based E-Learning Platforms: RoadMap for Future Developments

A Ziadeh, LF Al-Qora'n - 2024 15th International Conference …, 2024 - ieeexplore.ieee.org
E-learning platforms often struggle with maintainability and traceability due to the
traditionally employed monolithic architecture. Such websites are faced with managing …

Object Relational Mapping Vs. Event-Sourcing: Systematic Review

P Michail, K Christos - … Conference on Electronic Government and the …, 2022 - Springer
Storing information in a software system is challenging, especially in the cloud computing
era. Traditional, battle-tested methods, like Object Relational Mapping, seem inappropriate …

Anomalous energy detection for resource-constrained embedded systems using tracing data analysis

AS Bushehri, S Keivanpour, M Azam… - … Computer and Energy …, 2021 - ieeexplore.ieee.org
Since the multi-sensor embedded systems are spread all over the urban and suburban
areas, there should be a real-time performance analysis framework to monitor the energy …

Intelligent Accounting of Educational Achievements in the" Digital Teaching Assistant" System

AV Gorchakov, LA Demidova, PN Sovietov - International Journal of Open …, 2023 - injoit.ru
The ongoing process of digitalization of the economy necessitates the mass training of
software developers. With an increase in the number of students, the load on teachers of …

Query Prediction for Log Search for Distributed Tracing with External Monitoring Alerts

T Koyama, T Kushida, S Ikuno - 2024 7th Conference on Cloud …, 2024 - ieeexplore.ieee.org
Microservice systems consist of services that are separated into subsystems. Root cause
analysis in a microservice system presents challenges compared with a monolithic system …

Multi-Micro-Agent System middleware model based on event sourcing and CQRS patterns

M Youssfi, FE Ezzrhari, Y Hajoui, O Bouattane… - Smart …, 2022 - taylorfrancis.com
In this chapter, we present a new model of middleware for multi-micro-agent distributed
systems. The proposed model is based on event-driven architecture using event sourcing …

[HTML][HTML] ИНТЕЛЛЕКТУАЛЬНЫЙ УЧЁТ УЧЕБНЫХ ДОСТИЖЕНИЙ В СИСТЕМЕ ЦИФРОВОЙ АССИСТЕНТ ПРЕПОДАВАТЕЛЯ

АВ Горчаков, ЛА Демидова… - International Journal of …, 2023 - cyberleninka.ru
Продолжающийся процесс цифровизации экономики обуславливает необходимость
массовой подготовки разработчиков программного обеспечения, с увеличением числа …

[PDF][PDF] Application of Actor Models for Microservices Resilience

BCM SLOVÍK - is.muni.cz
Until recently, many software applications were designed using a monolithic architecture.
However, as the monoliths struggled to keep up with the growing number of users and …