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The promise of increased agility, autonomy, scalability, and reusability has made the microservices architecture a \textit{de facto} standard for the development of large-scale and cloud-native commercial applications. Software patterns are…

With the maturity of web services, containers, and cloud computing technologies, large services in traditional systems (e.g. the computation services of machine learning and artificial intelligence) are gradually being broken down into many…

Software Engineering · Computer Science 2024-02-05 Abel C. H. Chen

Service-based architectures provide substantial benefits, yet service orchestration remains a challenge, particularly for newcomers. While various resources on orchestration techniques exist, they often lack clarity and standardization,…

Software Engineering · Computer Science 2025-10-02 Diogo Maia , Filipe Correia , André Restivo , Paulo Queiroz

Microservice architecture advocates a number of technologies and practices such as lightweight container, container orchestration, and DevOps, with the promised benefits of faster delivery, improved scalability, and greater autonomy.…

Software Engineering · Computer Science 2021-06-15 Qilin Xiang , Xin Peng , Chuan He , Hanzhang Wang , Tao Xie , Dewei Liu , Gang Zhang , Yuanfang Cai

The Internet of Things supports various industrial applications. The cooperation and coordination of smart things are a promising strategy for satisfying requirements that are beyond the capacity of a single smart thing. One of the major…

Software Engineering · Computer Science 2021-03-10 Frédéric Lemoine , Tatiana Aubonnet , Noëmie Simoni

The increasing use of statistical data analysis in enterprise applications has created an arms race among database vendors to offer ever more sophisticated in-database analytics. One challenge in this race is that each new statistical…

Databases · Computer Science 2015-03-20 Xixuan Feng , Arun Kumar , Ben Recht , Christopher Ré

Microservice architectures promote small, independently developed services, but increase overall architectural complexity. It is crucial that developers understand the architecture and how changes to a service affect the overall system, but…

Software Engineering · Computer Science 2026-02-10 Oscar Manglaras , Alex Farkas , Thomas Woolford , Christoph Treude , Markus Wagner

Modern and next generation digital infrastructures are technically based on service oriented structures, cloud services, and other architectures that compose large systems from smaller subsystems. The composition of subsystems is…

Software Engineering · Computer Science 2020-09-30 Peter Fettke , Wolfgang Reisig

The Future Internet is becoming a reality, providing a large-scale computing environments where a virtually infinite number of available services can be composed so to fit users' needs. Modern service-oriented applications will be more and…

Software Engineering · Computer Science 2015-12-25 Marco Autili , Amleto Di Salle , Alexander Perucci , Massimo Tivoli

Service-oriented computing has emerged as the new area to address software as a service. This paper proposes a model for component based development for service-oriented systems and have created best practice guidelines on software…

Software Engineering · Computer Science 2016-09-08 Muthu Ramachandran , T. R. Gopalakrsihnan Nair , R. Selvarani

Recent years have seen a dramatic increase in the microarchitectural complexity of processors. This increase in complexity presents a twofold challenge for the field of computer architecture. First, no individual architect can fully…

Hardware Architecture · Computer Science 2022-10-27 Nathan Gober , Gino Chacon , Lei Wang , Paul V. Gratz , Daniel A. Jimenez , Elvira Teran , Seth Pugsley , Jinchun Kim

This paper explores the architecture of Software as a Service (SaaS) platforms, emphasizing scalability and maintainability. SaaS, a flexible software distribution model suitable for individuals and organizations, has become prevalent with…

Software Engineering · Computer Science 2024-03-11 Ardy Dedase

Microservices have become popular in the past few years, attracting the interest of both academia and industry. Despite of its benefits, this new architectural style still poses important challenges, such as resilience, performance and…

Software Engineering · Computer Science 2021-03-30 Messias Filho , Eliaquim Pimentel , Wellington Pereira , Paulo Henrique M. Maia , Mariela I. Cortés

With the deepening of digital transformation, business process optimisation has become the key to improve the competitiveness of enterprises. This study constructs a business process optimisation model integrating artificial intelligence…

Artificial Intelligence · Computer Science 2025-11-13 Di Liao , Ruijia Liang , Ziyi Ye

Software development has steadily embraced agile software development methodology/method (ASDM) and has been moving away from the plan driven software development methodology (PDM) approaches like waterfall. Given the iterative nature of…

Software Engineering · Computer Science 2021-03-02 Vinod Menon , Roopak Sinha , Stephen MacDonell

Microservice architectures (MA) are composed of loosely coupled, course-grained services that emphasise resilience and autonomy, enabling more scalable applications to be developed. Such architectures are more tolerant of changing demands…

Software Engineering · Computer Science 2017-10-05 Richard Hill , Dharmendra Shadija , Mo Rezai

We view Digital Ecosystems to be the digital counterparts of biological ecosystems, exploiting the self-organising properties of biological ecosystems, which are considered to be robust, self-organising and scalable architectures that can…

Neural and Evolutionary Computing · Computer Science 2009-10-05 G. Briscoe , P. De Wilde

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…

Networking and Internet Architecture · Computer Science 2025-01-03 Yuang Chen , Chengdi Lu , Yongsheng Huang , Chang Wu , Fengqian Guo , Hancheng Lu , Chang Wen Chen

Successful smart services require seamless integration into existing corporate systems and an interdisciplinary approach that aligns the development of both business models and technical architectures. Multi-disciplinarity and cocreating…

Computation · Statistics 2025-02-14 Nikola Pascher , Jochen Wulf

As an application usage grows, its owner scales up vertically by replacing old machines with more powerful ones. This methodology is expensive and leads to resource waste. In response to the business needs, internet giants have developed…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-11-07 Yujing Wang , Darrel Ma