I am an engineer and experienced researcher with a Ph.D. in computer science, specializing in distributed systems and real-time networks. My expertise includes developing analytical tools and methods for resource allocation, task placement, and trade-off decisions in dynamic systems, encompassing CPU, bandwidth, memory, and energy constraints. My research also includes applying machine learning and AI to evaluate resource distribution with considerations for safety, fault tolerance, and security. In addition to my research, I co-managed a tech company in Brazil, where I led telecom projects and gained valuable experience in business management and client relations. Previously, I co-owned a technology company in Brazil, importing and reselling telecom and Quality of Experience testing equipment, where I gained extensive experience in project management, sales, and business operations.
PHD Thesis:
de Moraes, R. S., Exploring Trade-offs in Concept Design of Integrated Modular Avionic Platform Configurations: Topology Generation, Resource Adequacy, and Dependability, 2024, doi:10.3384/9789180756143
Papers:
de Moraes, R. S., and Nadjm-Tehrani, S., NeuralGAP: Deep Learning Evaluation of Networked IMA Architectures, in European Dependable Computing Conference (EDCC), 2024. doi:10.1109/EDCC61798.2024.00031
de Moraes, R. S., and Nadjm-Tehrani, S., NetGAP: A graph grammar approach for concept design of networked platforms with extra-functional requirements, Engineering Applications of Artificial Intelligence, 2024. doi: 10.1016/j.engappai.2024.108089
R. S. de Moraes and S. Nadjm-Tehrani, Concept Level Exploration of IMA-Based Networked Platforms With Mixed Time-Sensitive Communication Requirements, in The 33rd Congress of the International Council of Aeronautical Sciences (ICAS), 2022. Available as PDF.
R. Moraes, S. Bernardi, and S. Nadjm-Tehrani, A model-based approach for analysing network communication timeliness in IMA systems at concept level, in 29th International Conference on Real-Time Networks and Systems (RTNS), ACM, 2021. doi:10.1145/3453417.3453427.
R. Moraes and S. Nadjm-Tehrani, Abstraction Models for Verifying Resource Adequacy of IMA Systems at Concept Level, Science of Computer Programming, vol. 208, 2021. doi:10.1016/j.scico.2021.102654.
de Moraes, R. S., and Nadjm-Tehrani, S., "Verifying Resource Adequacy of Networked IMA Systems at Concept Level ," in International Workshop on Formal Techniques for Safety-Critical Systems . 2019
de Moraes, R. S., and de Freitas, E. P., "Multi-UAV Based Crowd Monitoring System," in IEEE Transactions on Aerospace and Electronic Systems. 2019. doi: 10.1109/TAES.2019.2952420
de Moraes, R. S., and de Freitas, E. P., "Experimental Analysis of Heuristic Solutions for the Moving Target Traveling Salesman Problem Applied to a Moving Targets Monitoring System" in Expert Systems with Applications. 2019. doi: 10.1016/j.eswa.2019.04.023
de Moraes, R. S., and de Freitas, E. P.,"Distributed control for groups of unmanned aerial vehicles performing surveillance missions and providing relay communication network services." in Journal of Intelligent & Robotic Systems. 2017. doi: 10.1007/s10846-017-0726-z
A. Henriksson, and M. Krejci, Developing a History-Based Optimization Approach for Hospital Bed Distribution Across Clinics, 2023
TDDD50: Green Computing | 2019-2024
TDDD07: Real Time Systems | 2019-2022