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Over the past decade, the wide adoption of Microservice Architecture has required the identification of various patterns and anti-patterns to prevent Microservice Architectural Degradation. Frequently, the systems are modelled as a network…

软件工程 · 计算机科学 2025-06-13 Alexander Bakhtin , Matteo Esposito , Valentina Lenarduzzi , Davide Taibi

Microservice architectures (MSA) are becoming trending alternatives to existing software development paradigms notably for developing complex and distributed applications. Microservices emerged as an architectural design pattern aiming to…

密码学与安全 · 计算机科学 2024-04-24 Abdelhakim Hannousse , Salima Yahiouche

Context: Microservices Architecture (MSA) has received significant attention in the software industry. However, little empirical evidence exists on design, monitoring, and testing of microservices systems. Objective: This research aims to…

软件工程 · 计算机科学 2021-08-24 Muhammad Waseem , Peng Liang , Mojtaba Shahin , Amleto Di Salle , Gastón Márquez

Microservice Architecture (MSA) is a novel service-based architectural style for distributed software systems. Compared to Service-oriented Architecture (SOA), MSA puts a stronger focus on self-containment of services. Each microservice is…

软件工程 · 计算机科学 2018-04-27 Florian Rademacher , Sabine Sachweh , Albert Zündorf

Teaching microservice architectures is challenging due to distributed complexity and the gap between academia and industry. Understanding the quality issues students introduce in MSAs is essential to improve education. This study analyzes…

软件工程 · 计算机科学 2026-02-12 Anna Rita Fasolino , Marco De Luca , Michele Perlotto , Porfirio Tramontana

Microservice Architecture (MSA) is a service-based architectural style with a strong emphasis on high cohesion and loose coupling. It is commonly regarded as a descendant of Service-oriented Architecture (SOA) and thus might draw on…

软件工程 · 计算机科学 2018-04-27 Florian Rademacher , Jonas Sorgalla , Sabine Sachweh , Albert Zündorf

Microservice system solutions are driving digital transformation; however, fundamental tools and system perspectives are missing to better observe, understand, and manage these systems, their properties, and their dependencies.…

软件工程 · 计算机科学 2022-07-26 Tomas Cerny , Amr S. Abdelfattah , Vincent Bushong , Abdullah Al Maruf , Davide Taibi

The microservices architectural style is widely favored for its scalability, reusability, and easy maintainability, prompting increased adoption by developers. However, transitioning from a monolithic to a microservices-based architecture…

软件工程 · 计算机科学 2024-02-14 Meryam chaieb , Mohamed Aymen Saied

Many small to large organizations have adopted the Microservices Architecture (MSA) style to develop and deliver their core businesses. Despite the popularity of MSA in the software industry, there is a limited evidence-based and thorough…

Modern software architectures are characterized by their cloud-native, modular, and microservice-based designs. While these systems are known for their efficiency, they also face complex challenges in service optimization, especially in…

性能 · 计算机科学 2025-09-09 Hai Dinh-Tuan , Franz Florian Six

Microservice Architecture (MSA) denotes an emerging architectural style for distributed and service-based systems whereby each microservice is highly cohesive and implements a single business capability. A microservice system consists of…

软件工程 · 计算机科学 2018-05-04 Jonas Sorgalla , Florian Rademacher , Sabine Sachweh , Albert Zündorf

The dispersed node locations and complex topologies of edge networks, combined with intricate dynamic microservice dependencies, render traditional centralized microservice architectures (MSAs) unsuitable. In this paper, we propose a…

网络与互联网体系结构 · 计算机科学 2025-01-03 Yuang Chen , Chengdi Lu , Yongsheng Huang , Chang Wu , Fengqian Guo , Hancheng Lu , Chang Wen Chen

Measures of complex network analysis, such as vertex centrality, have the potential to unveil existing network patterns and behaviors. They contribute to the understanding of networks and their components by analyzing their structural…

社会与信息网络 · 计算机科学 2018-11-06 Felipe Grando , Diego Noble , Luis C. Lamb

The transition to microservices has revolutionized software architectures, offering enhanced scalability and modularity. However, the distributed and dynamic nature of microservices introduces complexities in ensuring system reliability,…

软件工程 · 计算机科学 2025-04-29 Lahiru Akmeemana , Chamodya Attanayake , Husni Faiz , Sandareka Wickramanayake

Microservice systems expose rich telemetry streams, including metrics, logs, and distributed traces. Existing performance anomaly detection methods increasingly model these systems as graphs, where nodes represent services and edges…

软件工程 · 计算机科学 2026-05-26 Yunjian Ma

Context: Applying Microservices Architecture (MSA) in DevOps has received significant attention in recent years. However, there exists no comprehensive review of the state of research on this topic. Objective: This work aims to…

软件工程 · 计算机科学 2020-08-19 Muhammad Waseem , Peng Liang , Mojtaba Shahin

Context: Microservice Architecture is a popular architectural paradigm that facilitates flexibility by decomposing applications into small, independently deployable services. Catalogs of architectural anti-patterns have been proposed to…

软件工程 · 计算机科学 2025-06-13 Alexander Bakhtin , Matteo Esposito , Valentina Lenarduzzi , Davide Taibi

Classic measures of graph centrality capture distinct aspects of node importance, from the local (e.g., degree) to the global (e.g., closeness). Here we exploit the connection between diffusion and geometry to introduce a multiscale…

物理与社会 · 物理学 2020-07-29 Alexis Arnaudon , Robert L. Peach , Mauricio Barahona

Microservices have gained wide recognition and acceptance in software industries as an emerging architectural style for autonomic, scalable, and more reliable computing. The transition to microservices has been highly motivated by the need…

软件工程 · 计算机科学 2019-03-29 Sara Hassan , Rami Bahsoon , Rick Kazman

Microservices based architectures are based on a set of modular, independent and fault-tolerant services. In recent years, the software engineering community presented studies investigating potential, recurrent, effective architectural…

软件工程 · 计算机科学 2019-09-10 Mohammad Imranur , Rahman , Sebastiano Panichella , Davide Taibi
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