Accounting Information Systems and Strategic Performance: The Interplay of Digital Technology and Edge Computing Devices

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2023-12-29 DOI:10.1007/s10723-023-09720-8
Xi Zhen, Li Zhen
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Abstract

With the rapid development of digital technologies, scholars and industries are pushing into the information age, where data processing is the accounting industry's major challenge. This study aimed to analyze the use of these digital technologies for strategic performance attainment and mediating the accounting information system (AIS). Further, this study also explores the moderation of the DT and strategic performance linkage. In this rapid change, the business organization is crucial to competition. Hence, technology is the key factor for maintaining the competitiveness of the industrialists, specifically where information plays a vital role in making management decisions. Accounting software is a significant tool that efficiently collects data and makes timely decisions to declare the business strategy to respond quickly to the market. However, the available accounting software is costly, and small-scale businesses cannot afford it. Therefore, this paper developed a digital accounting system using artificial intelligence (AI) and edge computing (EC) to process and store the accounting data. This article introduces novel edge framework for digital data processing with advanced data processing methods. The with the growth of IoT, the data sizes have increased significantly. Moreover, the traditional cloud platforms are enriched with EC to process the vast amount of data where it is collected. Therefore, the business can adapt to new size data and raise its standards in terms of technical content. It will define the distributed storage in the cloud and test the cluster performance of the system once the system design and its effects on the system. In the end, the system operation time, load balancing and rows of data is tested experimentally. The results and its analysis demonstrated that the data processing with EC for AIS utilized is improved acceleration rate, operational efficiency and execution rate.

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会计信息系统与战略绩效:数字技术与边缘计算设备的相互作用
随着数字技术的飞速发展,学者和行业都在向信息时代迈进,其中数据处理是会计行业面临的主要挑战。本研究旨在分析利用这些数字技术实现战略绩效和中介会计信息系统(AIS)的情况。此外,本研究还探讨了数字技术与战略绩效联系的调节作用。在这个快速变化的时代,企业组织对于竞争至关重要。因此,技术是工业企业保持竞争力的关键因素,特别是在信息对管理决策起着至关重要作用的领域。会计软件是一种重要的工具,它能有效地收集数据并及时做出决策,从而宣布企业战略,对市场做出快速反应。然而,现有的会计软件价格昂贵,小型企业负担不起。因此,本文利用人工智能(AI)和边缘计算(EC)开发了一种数字会计系统,用于处理和存储会计数据。本文采用先进的数据处理方法,介绍了用于数字数据处理的新型边缘框架。随着物联网的发展,数据规模大幅增加。此外,传统的云平台也可以利用 EC 来处理收集到的大量数据。因此,企业可以适应新的数据规模,提高技术含量标准。它将定义云中的分布式存储,并在系统设计完成后测试系统的集群性能及其对系统的影响。最后,对系统运行时间、负载平衡和数据行数进行了实验测试。结果及其分析表明,利用 EC 进行 AIS 的数据处理提高了加速率、运行效率和执行率。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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