Dr. Roberto Rodrigues Filho
Institute of Informatics
Federal University of Goiás
Goiânia - GO, Brazil
Contact: robertovito [at] ufg.br
I am currently a Postdoctoral Researcher at the Federal University of Goiás, Brazil, where I research Emergent Software Systems for Smart Cities. In the past, I worked as a Research Associate at Lancaster University, UK (2017-2020), and I was a Visiting Researcher at IRISA/INRIA Université de Rennes 1, in France, during the summer of 2019. I obtained a PhD degree in Computer Science from Lancaster University, in 2018, and I hold an MSc and a BSc degree in Computer Science from the Federal University of Goiás (2013).
I am interested in developing large-scale systems that can self-design at runtime to meet their user-defined goals in situations where their executing environment continually changes. Achieving this vision mainly entails abstracting many aspects of a system's design into a simple action/reward matrix to be used by reinforcement learning algorithms during the system's lifetime. I have applied this concept to create the very first self-designing web-serving infrastructure that can autonomously optimise their performance when subjected to varying workloads. Self-designing systems actively experiment with different ways in which to assemble their internal components to maximise the satisfaction of their goals. Further to that, I have been currently investigating how to apply the same concept to microservices, IoT systems and web cache applications. For more information on these topics, please refer to my full publication list.