Albert Cabellos (PhD 2008) became an associate professor in 2015 at the Computer Architecture Department (Universitat Politècnica de Catalunya). He is the co-founder of the Barcelona Neural Networking (https://bnn.upc.edu/) and the NaNoNetworking Center in Catalunya (https://www.n3cat.upc.edu/) . He has also founded the Open Overlay Router (http://openoverlayrouter.org) along with Cisco. He has been a visiting researcher at Cisco Systems and Agilent Technologies and a visiting professor at the Royal Institute of Technology (KTH), the Massachusetts Institute of Technology (MIT) and UC Berkeley. He has participated in several national (Cicyt), EU (FP7 and H2020), USA (NSF) and industrial projects. He has given more than 20 invited talks, participated in several IETF RFCs, co-authored more than 60 journal and over 100 conference papers. His main research interests are on graph neural networks for industrial and communication infrastructures.

Research interests

Albert’s main research interests are in the field of Computer Networks. Currently networks are evolving from a hardware-centric industry, where networks are fast but static and inefficient, to a software-centric field where networks will become flexible and programmable. Taking advantage of this ongoing evolution, Albert’s main research goal is to bring Artificial Intelligence (AI) techniques to computer networks. By means of AI algorithms networks will be able to be deployed, operated and maintained truly autonomously. Such ‘intelligent’ networks will allow an unprecedented level of security and efficiency. This new paradigm is referred as ‘Knowledge-Defined Networking’.

Keywords

Computer Networks, Software-Defined Networking, Knowledge-Defined Networking, Artificial Intelligence, Machine Learning