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Judy C. Guevara's current research interests are:      

  • Federated Learning

  • Artificial Intelligence

  • Cloud Computing

  • Fog Computing

  • Edge Computing

  • Task scheduling

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Participation in Research Projects

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Congestion control in mobile networks applied to multi-agent systems in collaborative robotics
(2011 - 2012)

The project Congestion control in mobile networks using type II fuzzy systems applied to multi-agent systems in collaborative robotics aims to design and simulate experimental setups to characterize communication networks in a robotics application.
I also implemented intelligent control techniques to regulate the inter-burst transmission interval in each traffic source of the multi-agent robotic system based on traffic measurements.

BigCloud.ic
(2015 - 2022)

The project Communications and processing of Big Data in clouds and fogs, BIG Cloud, aims at developing new architectures and mechanisms to empower communications and processing infrastructure for the evolution of Big Data processing.

The project aims to conceive new Cloud and Gog architectures for processing Big Data, communications and network mechanisms for transferring Big Data, mechanisms for collecting Big Data, and algorithms for processing Big Data.

Viva-Bem
(2023 - )

The Artificial Intelligence Hub for Health and Wellbeing is a partnership between the State University of Campinas (Unicamp) and Samsung. This project aims to promote disruptive research in AI for health and well-being by focusing on technological applications for continuously monitoring individuals' health through wearable devices.  We seek technological solutions focusing on prospective, proactive, and personalized systems instead of commonly used classical systems, which are retrospective, reactive, and generic.

QoS Provisioning Mechanisms for Fog Computing Networks.

Education

2022

University of Campinas

Institute of Computing

Ph.D. in Computer Science

Computational intelligence techniques for congestion control in mobile ad hoc networks

Congestion control in mobile ad hoc networks applied to multi-agent systems in collaborative robotics.

2012

Universidad Distrital Francisco José de Caldas

Magister in Information and Communication Sciences.

Markov Decision Processes (MDPs) applied to modeling decision making in collaborative robotics

2009

Universidad Distrital Francisco José de Caldas

Control Engineer.

Mobile robotics as assistive technology for children with learning disabilities

Design and implementation of an interactive system to capture attention and support learning in children with Down syndrome between 2 and 6 years old.

 

2006

Universidad Distrital Francisco José de Caldas

Technologist in Electronics.

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