Oct 2026· Zenodo (CERN European Organization for Nuclear Research)
IoT and Edge/Fog Computing
Abstract
This record contains the research protocol and the classification database of a PRISMA 2020-compliant systematic literature review on adaptive Quality of Service (QoS) management in energy-constrained IoT networks (147 studies published 2018–2025: 128 research articles and 19 surveys, selected from 2,763 records retrieved from Scopus, Web of Science, IEEE Xplore and ScienceDirect). The protocol covers the five research questions, the eligibility criteria, the search string, the selection process, the data-extraction form, the inter-rater reliability procedure (three reviewers, Fleiss' κ = 0.939–0.966), the quality-assessment criteria and the analysis plan. The protocol was documented in May 2026, after the December 2025 search, and was retrospectively registered on OSF Registries on 9 May 2026 (DOI 10.17605/OSF.IO/PXMZQ). Files: protocol (PDF), classification database of the 147 articles (CSV) and inter-rater classification data (CSV). The concept DOI 10.5281/zenodo.20097783 always resolves to the latest version.
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
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
It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60
Related blog posts
MIT News · Artificial Intelligence· news.mit.eduOct 8, 2026
Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity. The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.