Furthermore, we evaluate its ability to quantify reuse, by comparing it to existing indices through a case study on 15 reusable open-source assets (i.e., libraries and frameworks). By employing this measurement as ground truth, we are able to build models capable of estimating the reusability of a component as perceived by software developers in cases where no further reuse data is available. Use of AI. measuring software reuse it motivates and illustrates the importance of metrics in both a reuse program and their role in evaluating experience reports published by others the tutorial presents the measuring software reuse book read reviews from worlds largest community for readers this book documents methods for quantifying the benefits of softw measuring software reuse principles practices and … This tutorial provides an introduction to measuring software reuse. A Proposal on Using Reuse Readiness Levels to Measure Software Reusability. This research paper is a product of discussion about measuring reusability of software components, pieces of reusable software, in a system called component grid. Within the software development process, there are many metrics that are all related to each other. This paper examines various approaches to measuring software reusability. Software Reuse Metrics, Reusability Metrics, and Economic Models: A Tutorial Jeffrey S. Poulin, Ph.D. Loral Federal Systems Owego, New York Abstract. Since reusability is influenced by a number of different factors, there are various approaches and metrics used to measure reusability. The tutorial presents the issues surrounding … Pages 576–578. Other authors, such as Goyal and Gupta developed the unsupervised neural network (SOM) algorithm to estimate the reusability of different components in an OOP software system. Identify areas of improvement 3. Modification of the classic waterfall model of software development (stopping at certain stages to build prototypes or changing the way the cycle progresses … : A hierarchical model for object-oriented design quality assessment. The evaluation of the utility of a metric as a quantitative measure of software quality was based on the measurement of a software quality attribute. However, these do not capture all facets of reusability, such as structural characteristics, external quality attributes, and documentation. ACM/IEEE Computer Society, Baltimore, October 2013. We initially build a benchmark dataset, harnessing the power of online repositories to determine the number of reuse occurrences for each component in the dataset. https://www.cuelogic.com/blog/software-component-reusability A metric is a quantitative indicator of an attribute of a thing. measuring software reuse principles practices and economic models jeffrey s poulin 02 the economics of software reuse read about the value proposition of introducing software reuse into an organization examine various metrics for evaluating the effectiveness of reuse policies discuss the opportunity cost and risks associated with reuse at different levels apply key software reuse software reuse metrics … A short video on How to Calibrate and then Measure PDF Construction Drawings. IAICT, vol. In this paper, we propose a reusability index (REI) as a synthesis of various software metrics and evaluate its ability to quantify reuse, based on IEEE Standard on Software … Reuse models and metrics can be categorized into six types: reuse cost-benefits models; maturity assessment; amount of reuse J. But software quality cannot be improved unless it can be measured. Are there any available numbers or studies for opensource and/or closed source software ? pp 43-58 | Softw. Hristov, D.: Structuring software reusability metrics for component-based software development. Existing measurements of technology maturity are described in Section 2 with justification for a new measure focused on reusability. Even the most obvious product metrics such as software size have not uniform … He is currently a Ph.D. candidate in the same department and his research interests are in the area of Software Analytics focusing on Software Quality from a User-perceived perspective, Reusability, Software Lifecycle Analysis and Maintainability. The traditional software metric and the existing metrics to rank the code reusability face the following constrains like procedural method of software metrics which is fail to capture the concepts object oriented concepts , inconsistency ,non predictable behavior because of inappropriate mathematical properties and non- availability of the metrics which measure all the all aspects of OO systems. share | improve this question | follow | edited Sep 14 '10 at 3:28. Reaffirmed 9 December 2009, Ampatzoglou, A., Stamelos, I., Gkortzis, A., Deligiannis, I.: Methodology on extracting reusable software candidate components from open source games. Abstract The reuse of software and related artifacts offers the potential for cost savings in various industries and has contributed to the development of the cyberinfrastructure that is used by the Earth science community. have developed natural language processing and knowledge-based information. Part of Springer Nature. Download PDF: Sorry, we are unable to provide the full text but you may find it at the following location(s): https://doi.org/10.2481/dsj.00... (external link) The authors have proposed a new metric to measure the reusability of interfaces in object oriented programming. Component reusability and cohesion measures in object-oriented systems. Softw. Obviously, the manual examination of source code can be very tedious, or even impossible for large and complex software projects and/or projects that change on a regular basis. Software reuse increases production and quality of software and reduces software development cost and time. Reusability. One key step you can take to improve your software testability is to use AI. Measuring software reliability remains a difficult problem because we don't have a good understanding of the nature of software. According to Seungwon Lee et.al. NASA used the production environment to develop ground support software in FORTRAN for controlling unmanned spacecraft. measure the design structure and/or data structure independently, object-oriented metrics must be able to focus on the combination of function and data as an integrated object [1]. In recent years, computer software is the single most important technology in the world. 87.2k 16 16 gold badges 154 154 silver badges 303 303 bronze badges. Andreas L. Symeonidis is an Associate Professor in the Electrical and Computer Engineering Department of the Aristotle University of Thessaloniki, Greece. In Object-Oriented systems, … The ability to reuse relies in an essential way on the ability to build larger things from smaller parts, and being able to identify commonalities among those parts. [9] they measure the reusability of software components, pieces of reusable software, in a system called component grid. The development and current state of a proposed set of Reuse Readiness Levels (RRLs) are summarized, and potential uses of the software reusability measures are described, along with … Increase return on investment (ROI) 2. SAGE Publications Ltd., Thousand Oaks (2013). Advance in this field will have great impact on software industry. reusability of software components. We use cookies to help provide and enhance our service and tailor content and ads. The paper then … Metrics and models with various reuse readiness levels can be used to measure reuse and reusability. Organizations implementing systematic software reuse programs must be able to measure their progress and identify the most effective reuse strategies. Eng. asked Jul 6 '10 at 7:53. user384278 user384278. But software quality cannot be improved unless it can be measured. https://doi.org/10.1016/j.jss.2019.110423. Eng. Ira Baxter. Furthermore, we evaluate its ability to quantify reuse, by comparing it to existing indices through a case study on 15 reusable open-source assets (i.e., libraries and frameworks). Black box: Reusability is in proportion to … INTRODUCTION. Software quality increases as reuse of software components increases. Reusability is an attribute of software quality. Husein, S. and A. Oxley, 2009. developers, software adopters, and data stewards to evaluate the potential reusability of systems, software components, and related artifacts. Reusability estimation based on different source code properties. He has also worked as a research associate in multiple EU-funded and national funded projects. Employing the reuse rate as a measure of developer-perceived reusability. The main input consists of CK metrics which have been … Estimating software reusability, through static analysis metrics is a non-trivial task, and often requires the aid of quality experts to manually examine the source code. The session length was already running between two and two and half hours so our learning curves were almost as short as they get (two being the absolute minimum number of trials). measuring software reuse presents experience tested techniques for implementing a metrics program by incorporating a recommended reuse metric starter set it also includes an extensive discussion on the metrics for reuse libraries and examines the issue of measuring reuse throughout the software life cycle midwest book review Pdf Measuring Software Reuse Principles Practices And pdf on jan 1 … share | improve this question | follow | edited Sep 14 '10 at 3:28. He received his PhD in the field of applying Data Mining techniques on Software Engineering data from the same department, while he also holds an MSc in Computer Science from the University of Edinburgh. measuring software reusability contribute to the reuse of software and related data. Ira Baxter. It is not a mature field. Notes, Runeson, P., Höst, M., Rainer, A., Regnell, B.: Case Study Research in Software Engineering: Guidelines and Examples. Downs, Robert R.; Marshall, James J. Reusability prediction models are established in the early stage of the system development cycle to support an early reusability assessment. its reusability. Development of the Reuse Readiness Levels (RRLs) is Many believe software reusability provides the key to tremendous benefits and saving in software development product. Software component reusability measure in component grid. Reusability is an attribute of software quality. This research paper consists of four parts. methodology metrics code-reuse. Reuse models and metrics can be categorized into six types: reuse cost-benefits models; maturity assessment; amount of reuse; failure modes; reusability ; reuse library metrics; … Kakarontzas, G., Constantinou, E., Ampatzoglou, A., Stamelos, I.: Layer assessment of object-oriented software: a metric facilitating white-box reuse. Process. He has worked as a research associate in multiple EU-funded and national funded projects. An interpretable methodology for estimating reusability at class and package levels. In component-based software development, it is necessary to measure the reusability of components in order to realize the reuse of components effectively. The study provides statistical … Proponents claim that objects and software components offer a more advanced form of reusability, although it has been tough to objectively measure and define levels or scores of reusability. Themistoklis Diamantopoulos is a postgraduate researcher in the Electrical and Computer Engineering Department of the Aristotle University of Thessaloniki, Greece. Selby provides a statistical study of reusability characteristics of software using data from a NASA software environment [40]. Authors: Robert R Downs, Columbia University, Center for International Earth Science Information Network (CIESIN), 202 Geoscience, Lamont Campus, Palisades, NY, 10964, USA X close. In light of the recent emphasis on software reuse, numerous research efforts have attempted to quantify our ability to use a component in new contexts. It motivates and illustrates the importance of metrics in both a reuse program and their role in evaluating experience reports published by others. Over 10 million scientific documents at your fingertips. Selby provides a statistical study of reusability characteristics of software using data from a NASA software environment [40]. 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