On Course, But Not There Yet: Enterprise Architecture Conformance and Benefits in Systems Development

• URL: http://arxiv.org/abs/2008.11026v1
• Date: Sun, 23 Aug 2020 14:00:55 GMT
• Title: On Course, But Not There Yet: Enterprise Architecture Conformance and Benefits in Systems Development
• Authors: Ralph Foorthuis, Marlies van Steenbergen, Nino Mushkudiani, Wiel Bruls, Sjaak Brinkkemper, Rik Bos
• Abstract summary: Various claims have been made regarding the benefits that Enterprise Architecture (EA) delivers for both individual systems development projects and the organization as a whole. This paper presents the statistical findings of a survey study (n=293) carried out to empirically test these claims.
• Score: 1.5071503188049546
• License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
• Abstract: Various claims have been made regarding the benefits that Enterprise Architecture (EA) delivers for both individual systems development projects and the organization as a whole. This paper presents the statistical findings of a survey study (n=293) carried out to empirically test these claims. First, we investigated which techniques are used in practice to stimulate conformance to EA. Secondly, we studied which benefits are actually gained. Thirdly, we verified whether EA creators (e.g. enterprise architects) and EA users (e.g. project members) differ in their perceptions regarding EA. Finally, we investigated which of the applied techniques most effectively increase project conformance to and effectiveness of EA. A multivariate regression analysis demonstrates that three techniques have a major impact on conformance: carrying out compliance assessments, management propagation of EA and providing assistance to projects. Although project conformance plays a central role in reaping various benefits at both the organizational and the project level, it is shown that a number of important benefits have not yet been fully achieved.

Related papers

• Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs [64.9693406713216]
  Internal mechanisms that contribute to the effectiveness of RAG systems remain underexplored. Our experiments reveal that several core groups of experts are primarily responsible for RAG-related behaviors. We propose several strategies to enhance RAG's efficiency and effectiveness through expert activation.
  arXiv  Detail & Related papers  (2024-10-20T16:08:54Z)
• Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models [95.96734086126469]
  Large language models (LLMs) can serve as the assistant to help users accomplish their jobs, and also support the development of advanced applications. For the wide application of LLMs, the inference efficiency is an essential concern, which has been widely studied in existing work. We perform a detailed coarse-to-fine analysis of the inference performance of various code libraries.
  arXiv  Detail & Related papers  (2024-04-17T15:57:50Z)
• Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective [48.031678295495574]
  We explore the applicability of existing general-purpose eXplainable Artificial Intelligence (XAI) techniques to AId. In particular, we assess the relative merits of three different types of XAI techniques on three different AId tasks. Our analysis shows that, while these techniques make important first steps towards explainable Authorship Identification, more work remains to be done.
  arXiv  Detail & Related papers  (2023-11-03T20:51:15Z)
• Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis [50.926791529605396]
  We introduce Counterfactual Contribution Analysis (COCOA), a new family of model-based credit assignment algorithms. Our algorithms achieve precise credit assignment by measuring the contribution of actions upon obtaining subsequent rewards.
  arXiv  Detail & Related papers  (2023-06-29T09:27:27Z)
• Lessons from Formally Verified Deployed Software Systems (Extended version) [65.69802414600832]
  This article examines a range of projects, in various application areas, that have produced formally verified systems and deployed them for actual use. It considers the technologies used, the form of verification applied, the results obtained, and the lessons that the software industry should draw regarding its ability to benefit from formal verification techniques and tools.
  arXiv  Detail & Related papers  (2023-01-05T18:18:46Z)
• A Laboratory Experiment on Using Different Financial-Incentivization Schemes in Software-Engineering Experimentation [1.7291678002736095]
  We study how different financial incentivization schemes impact developers. Our findings indicate that the different schemes can impact participants' performance in software-engineering experiments.
  arXiv  Detail & Related papers  (2022-02-22T15:39:11Z)
• AI Explainability 360: Impact and Design [120.95633114160688]
  In 2019, we created AI Explainability 360 (Arya et al. 2020), an open source software toolkit featuring ten diverse and state-of-the-art explainability methods. This paper examines the impact of the toolkit with several case studies, statistics, and community feedback. The paper also describes the flexible design of the toolkit, examples of its use, and the significant educational material and documentation available to its users.
  arXiv  Detail & Related papers  (2021-09-24T19:17:09Z)
• Dynamic enterprise architecture capabilities and organizational benefits: an empirical mediation study [0.0]
  This study focuses on EA-based capabilities, using the dynamic capabilities view as a theoretical foundation. It develops and tests a new research model that explains how dynamic enterprise architecture capabilities lead to organizational benefits.
  arXiv  Detail & Related papers  (2021-05-18T10:07:31Z)
• A Theory Building Study of Enterprise Architecture Practices and Benefits [1.7663909228482464]
  This paper presents the statistical findings of a theory-building survey study (n=293) The resulting PLS model is a synthesis of current implicit and fragmented theory. The research identifies the EA practices that have a major impact on these results.
  arXiv  Detail & Related papers  (2020-08-18T18:19:59Z)
• Enterprise Architecture in Healthcare Systems: A systematic literature review [0.0]
  Enterprise architecture (EA) has been present in scientific literature since the 1980s. EA delivers value by presenting business and ICT leaders with recommendations for adjusting policies and projects to achieve business goals. This work presents a systematic literature review to select studies demonstrating current EA practices in healthcare systems.
  arXiv  Detail & Related papers  (2020-07-14T02:01:25Z)

This list is automatically generated from the titles and abstracts of the papers in this site.

This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.