Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
Large-scale software systems are currently designed as distributed entities and deployed in
cloud data centers. To overcome the limitations inherent to this type of deployment …

Migrating from monolithic architecture to microservices: A Rapid Review

F Ponce, G Márquez, H Astudillo - 2019 38th International …, 2019 - ieeexplore.ieee.org
Microservices architecture has become enormously popular because traditional monolithic
architectures no longer meet the needs of scalability and rapid development cycle, and the …

A feature-based framework for structuring industrial digital twins

J Autiosalo, J Vepsäläinen, R Viitala, K Tammi - IEEE access, 2019 - ieeexplore.ieee.org
Digital twin is a virtual entity that is linked to a real-world entity. Both the link and the virtual
representation can be realized in several different ways. However, the ambiguous meanings …

From monolithic architecture to microservices architecture

L De Lauretis - 2019 IEEE International Symposium on …, 2019 - ieeexplore.ieee.org
The purpose of this work is the definition of a strategy, still in early stage, that will be able to
support the migration from a Monolithic Architecture to a Microservices Architecture. This …

From monolith to microservices: A classification of refactoring approaches

J Fritzsch, J Bogner, A Zimmermann… - … Engineering Aspects of …, 2019 - Springer
While the recently emerged Microservices architectural style is widely discussed in literature,
it is difficult to find clear guidance on the process of refactoring legacy applications. The …

A mixed-method empirical study of Function-as-a-Service software development in industrial practice

P Leitner, E Wittern, J Spillner, W Hummer - Journal of Systems and …, 2019 - Elsevier
Abstract Function-as-a-Service (FaaS) describes cloud computing services that make
infrastructure components transparent to application developers, thus falling in the larger …

Decomposition of monolith applications into microservices architectures: A systematic review

Y Abgaz, A McCarren, P Elger, D Solan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Microservices architecture has gained significant traction, in part owing to its potential to
deliver scalable, robust, agile, and failure-resilient software products. Consequently, many …

Elastic scheduling for microservice applications in clouds

S Wang, Z Ding, C Jiang - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Microservices are widely used for flexible software development. Recently, containers have
become the preferred deployment technology for microservices because of fast start-up and …

A dataflow-driven approach to identifying microservices from monolithic applications

S Li, H Zhang, Z Jia, Z Li, C Zhang, J Li, Q Gao… - Journal of Systems and …, 2019 - Elsevier
Microservices architecture emphasizes employing multiple small-scale and independently
deployable microservices, rather than encapsulating all function capabilities into one …

[HTML][HTML] From monolithic systems to microservices: A comparative study of performance

F Tapia, MÁ Mora, W Fuertes, H Aules, E Flores… - Applied sciences, 2020 - mdpi.com
Currently, organizations face the need to create scalable applications in an agile way that
impacts new forms of production and business organization. The traditional monolithic …