Dec 2002· Proceedings of the EUROMICRO Conference· pp. 367-374· 17 citations· ⚡ 2 influential· 24 references
EngineeringComputer Science
TL;DR
The findings indicate an improvement in effort estimation skills and an increase in the resulting product quality in terms of reduced total defect density and the use of the PSP method in the software industry is discussed.
Abstract
The focus of the research and practice in software process improvement (SPI) is shifting from traditional large-scale assessment based improvement initiatives to smaller sized, tailored initiatives where the emphasis is on the development personnel and their personal abilities. Personal software process (PSP/sup SM/) is a method designed for improving the personal capabilities of the individual software engineer. This paper contributes to the body of knowledge within this area by reporting experiences from Denmark. The findings indicate an improvement in effort estimation skills and an increase in the resulting product quality in terms of reduced total defect density. The data shows that even with a relatively small effort (i.e., 10%) used in defect prevention activities (i.e., design and code reviews) almost one third of all defects could be removed and, consequently, the time required for the testing was reduced by 50%. On the basis of this data, the use of the PSP method in the software industry is discussed.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
Supporting data, adapters, predictions and code for the article *Low-Cost LoRA Fine-Tuning of Small Language Models for Multi-Step Arithmetic Reasoning* by Jake O'Grady, Asena Isik Gürhan, Chee Fong Ting and Effirul Ramlan (University of Galway). We generated 20,000 GSM8K-derived arithmetic problems with step-by-step s...
O'Grady, Jake, Gürhan, Asena Isik, Chee, Fong Ting et al.· Zenodo (CERN European Organi...· 465 citations
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The possibility of inferring high-dimensional data inference in a model that consists of a prior and an auxiliary differentiable constraint given some additional information is considered, thereby allowing a range of potential applications in adapting models to new domains and tasks.
Alexandros Graikos, Esmeralda S. Whitammer, N. Jojic et al.· Neural Information Processin...· 316 citations· ⚡15
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