1 Jan 2026Open access
Stochastic Epidemic Models with Vaccination and Hybrid Perturbations: A SurveyPublisher siteEPJ Web of Conferences, COVID-19 epidemiological studies
Active, last published 2026
In iot and edge/fog computing
Hayat
Routaib
Scholar“Research focused on IoT and Edge/Fog Computing and adjacent fields.”
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01 · About the work
What I study
ayat Routaib is a researcher working on IoT and Edge/Fog Computing. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Hayat's work has been cited 93 times across 5 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
IoT and Edge/Fog Computing×6Caching and Content Delivery×4Big Data and Business Intelligence×4Cloud Computing and Resource Management×3Neural Networks and Reservoir Computing×3
04 · Where I am
Affiliations
Affiliation on published researchAbdelmalek Essaâdi University, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
7 works29 Oct 2025
A Comparative Survey of Mutation Testing Across Large Language Models, REST APIs, and Database EnginesPublisher site14 Dec 20247cites
Enhancing E-business in industry 4.0: Integrating fog/edge computing with Data LakeHouse for IIoTPublisher siteFuture Generation Computer Systems, IoT and Edge/Fog Computing
29 Jun 2024Open access7cites
Enhancing African market predictions: Integrating quantum computing with Echo State NetworksPublisher siteScientific African, Neural Networks and Reservoir Computing
29 Dec 2023Open access1cites
Minimizing Chaos in Echo State Networks: A Hybrid Approach Using the Lorenz SystemPublisher siteInternational Journal of Computational Methods and Experimental Measurements, Neural Networks and Reservoir Computing
22 Sept 2023Open access8cites
Multi-Variable Time Series Decoding with Long Short-Term Memory and Mixture AttentionPublisher siteAcadlore Transactions on AI and Machine Learning, Stock Market Forecasting Methods
30 Mar 20222cites
Intelligent technology management based on patent topic modeling : <sup>*</sup>Note: Sub-titles are not captured in Xplore and should not be usedPublisher siteExpert Academic Profiles go further
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