Software System Performance and ReliabilitySoftware Testing and Debugging TechniquesCloud Computing and Resource Management
TL;DR
A benchmark named BenchPDM is presented aimed at benchmarking PDMs in MBS using automatically generated pattern-assisted test beds and demonstrated that BenchPDM can effectively evaluate and compare PDMs across various factors.
The evolution of software architecture from monolithic systems to microservices and cloud-native deployments has reignited debates regarding the relevance of Object-Oriented Programming (OOP) design principles in distributed environments. This scoping discussion synthesizes empirical evidence from 47 peer-reviewed stud...
S. C. Agu, Chetachi A. Ngwuoke· Journal of Science Research...· 0 citations
One key problem in enterprise software is the different software architecture problems. The two popular architectures are monolithic and microservices architecture. A review of the literature indicates, however, that current research tends to focus on the assessment of These quality attributes have been studied individ...
Muhammad Ahmad Raza, Shaher Yar Haider, Saleem Zubair et al.· Journal of Emerging Trends i...· 0 citations
The design of software for intelligent systems increasingly extends beyond model training to encompass the full lifecycle of a machine learning (ML) component within a production software system: data ingestion, feature preparation, model serving, monitoring, and retraining. Conventional software architecture patterns,...
Oleksandr Panasiuk, Дмитро Новак· Computer Systems and Informa...· 0 citations
Microservice architecture supports software evolution by decomposing a system into small, loosely coupled services that can be deployed independently. Contrary to the expectation of high modularity, prior studies have reported that code clones exist across service boundaries, some of which are co-modified in the same v...
Gen Kawamata, Yuki Ota, Norihiro Yoshida et al.· 0 citations
Infrastructure as Code (IaC) enables the automated provisioning of cloud infrastructures, yet syntactically valid configurations may remain unsuitable for the applications they support. Addressing such issues requires knowledge of both the infrastructure and its runtime behavior. We introduce POLIAC, an LLM-based frame...
Haitam El Hayani, Jolan Philippe, Stéphanie Challita· Proceedings of the 3rd Inter...· 0 citations
It is suggested that while microservice-based architectures can improve CI execution speed and resource efficiency, they do not necessarily reduce failure rates or recovery effort, which highlights the need for CI practices and tooling that specifically address integration and testing challenges in microservice-based s...
Jasem Khelifi, A. Ouni, Mohammed Sayagh et al.· ACM Transactions on Software...· 1 citation
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