Finding the Right Balance between Generalization and Specialization in Software Design

Ritu Godbole

doi:10.32628/CSEIT241061191

Authors

Ritu Godbole Devi Ahilya Vishwavidhyalaya (DAVV), India Author

DOI:

https://doi.org/10.32628/CSEIT241061191

Keywords:

Software Architecture, Design Generalization, Performance Specialization, Modular Design, Component Testing

Abstract

This article explores the critical challenge of balancing generalization and specialization in modern software architecture design. It comprehensively analyzes various research studies and examines how organizations navigate this architectural decision-making process. The article investigates the impact of balanced architectural approaches on system quality, maintainability, and performance. Key findings demonstrate that generalized designs offer flexibility and reusability while specialized implementations provide optimized performance and context-specific solutions. The article presents evidence-based strategies for achieving an optimal balance through modular architecture, pattern integration, and systematic testing approaches. It also explores best practices for implementation, including the evolution from generic to specialized designs and the importance of comprehensive documentation and testing strategies.

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References

Maria-Eugenia Iacob and Henk Jonkers, "Quantitative Analysis of Enterprise Architectures." Available: https://www.researchgate.net/profile/Maria-Eugenia-Iacob/publication/226236887_Quantitative_Analysis_of_Enterprise_Architectures/links/54b504300cf26833efd054bc/Quantitative-Analysis-of-Enterprise-Architectures.pdf

Matthias Riebisch, Sven Wohlfarth, "Introducing Impact Analysis for Architectural Decisions." Available: https://www.inf.uni-hamburg.de/en/inst/ab/swk/research/publications/pdf/2007-paper-riebischm-impact-analysis.pdf DOI: https://doi.org/10.1109/ECBS.2007.46

Jesper Andersson, Mauro Caporuscio, Mirko D’Angelo & Annalisa Napolitano, "Architecting decentralized control in large-scale self-adaptive systems," Computing, Volume 105, pages 1849–1882, (2023), 09 March 2023. Available: https://link.springer.com/article/10.1007/s00607-023-01167-9 DOI: https://doi.org/10.1007/s00607-023-01167-9

F.S. de Boer et al., "Change impact analysis of enterprise architectures," in IRI -2005 IEEE International Conference on Information Reuse and Integration, Conf, 2005, 12 September 2005. Available: https://ieeexplore.ieee.org/document/1506470

Laurentiu Dragan, Stephen M. Watt, "Performance Analysis of Generics in Scientific Computing." Available: https://cs.uwaterloo.ca/~smwatt/pub/reprints/2005-synasc-scigmark.pdf DOI: https://doi.org/10.1109/SYNASC.2005.56

ThanhThuong T. Huynh, TruongAn PhamNguyen, and Nhon V. Do, "A Method for Designing Domain-Specific Document Retrieval Systems using Semantic Indexing," (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 10, No. 10, 2019. Available: https://thesai.org/Downloads/Volume10No10/Paper_63-A_Method_for_Designing_Domain_Specific_Document.pdf DOI: https://doi.org/10.14569/IJACSA.2019.0101063

Maria-Eugenia Iacob & Henk Jonkers, "Quantitative Analysis of Enterprise Architectures," in Interoperability of Enterprise Software and Applications, pp 239–252. Available: https://link.springer.com/chapter/10.1007/1-84628-152-0_22

Satyabrata Jena, "Types of Software Architecture Patterns," GeeksforGeeks, 20 June 2024. Available: https://www.geeksforgeeks.org/types-of-software-architecture-patterns/

Philipp Gnoyke, Sandro Schulze, Jacob Krüger, "Evolution patterns of software-architecture smells: An empirical study of intra- and inter-version smells," Journal of Systems and Software, Volume 217, November 2024, 112170. Available: https://www.sciencedirect.com/science/article/pii/S0164121224002152 DOI: https://doi.org/10.1016/j.jss.2024.112170

Ahmed Mateen and Hina Zahid, "Components Based Software Testing Strategies to Develop Good Software Product," International Journal of Management, IT & Engineering Vol. 7 Issue 4, April 2017. Available: https://www.researchgate.net/publication/358039561_Components_Based_Software_Testing_Strategies_to_Develop_Good_Software_Product