A systematic multi attributes fuzzy-based decision-making to migrate the monolithic paradigm electronic governance applications to new software architecture

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Nitin Kumar Tyagi, Kanchan Tyagi
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引用次数: 0

Abstract

In the context of electronic governance, traditional monolithic architectures often struggle with the efficient exchange of information and analytics due to their centralized nature. Emerging architectural paradigms such as Service-Oriented Architecture, Microservices Architecture (MSA), Distributed/Decentralized Technology, and Blockchain Technology offer potential solutions to these challenges. This white paper conducts a literature review to identify the factors influencing the decision to migrate from monolithic systems to these new architectures. By applying a multi-attribute fuzzy-based technique for order preference by similarity to ideal solution (TOPSIS), the study evaluates and ranks these architectures based on their ability to meet the requirements of modern electronic governance applications. The results are compared with other ranking multi-criteria decision-making techniques like fuzzy analytical hierarchical process and intuitionistic fuzzy TOPSIS (IFTOPSIS). The findings indicate that MSA ranks highest among the available options. Each architecture offers distinct advantages that can address the limitations of traditional systems but also come with challenges. This paper also considers these factors along with a well-defined strategy and risk management plan essential for a successful migration.

基于多属性模糊决策的系统化方法,将单一范式的电子治理应用程序迁移到新的软件架构中
在电子政务的背景下,传统的单体架构由于其集中性,往往难以实现高效的信息交流和分析。面向服务架构、微服务架构 (MSA)、分布式/去中心化技术和区块链技术等新兴架构范式为应对这些挑战提供了潜在的解决方案。本白皮书进行了文献综述,以确定影响从单体系统迁移到这些新架构决策的因素。通过应用基于多属性模糊技术的理想解决方案相似度排序偏好(TOPSIS),本研究根据这些架构满足现代电子治理应用要求的能力对其进行了评估和排序。研究结果与其他排序多标准决策技术(如模糊分析层次过程和直觉模糊 TOPSIS (IFTOPSIS))进行了比较。研究结果表明,MSA 在可选方案中排名最高。每种架构都具有独特的优势,可以解决传统系统的局限性,但同时也带来了挑战。本文还考虑了这些因素以及对成功迁移至关重要的明确战略和风险管理计划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Concurrency and Computation-Practice & Experience
Concurrency and Computation-Practice & Experience 工程技术-计算机:理论方法
CiteScore
5.00
自引率
10.00%
发文量
664
审稿时长
9.6 months
期刊介绍: Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.
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