Academics
Education Projects
- Intel-AI, "AI and Predictive Analytics in Data-Center Environments", awarded by the Intel Academic Education Mindshare Initiative for AI.
Lecturing and Seminars
I am lecturer of machine learning and computer engineering related subjects. I have been at the Universitat Politècnica de Catalunya (UPC), the Barcelona School of Informatics (FIB), the Spanish National Open University (UNED) and the Valencia International University (VIU).
| Universitat Politècnica de Catalunya (UPC) | ||||
| Distributed Machine Learning | Master on Big Data Analytics | - | 18 Hours (Load) | Spring '18,'19 |
Facultat d'Informàtica de Barcelona (FIB-UPC) | ||||
| Operating Systems | Degree Informatics | EHEA | 6 ECTS | Autumn '18 |
| Data-Centers | Degree Informatics | EHEA | 6 ECTS | Autumn '18 |
| Information Retrieval | Informatics Engineering | pre-EHEA | 6 ECTS | Autumn '11 |
Universitat Internacional de València (VIU + UPC) | ||||
| Data Driven Security | Master on CyberSecurity | - | 3,5 ECTS | Autumn '16,'17 |
Universidad Nacional de Educación a Distancia (UNED) | ||||
| Object-Oriented Application Design | Degree Informatics | EHEA | 6 ECTS | Spring '16 |
| Computer Engineering I | Degree Informatics | EHEA | 6 ECTS | Spring '15,'16,'17 |
| DataBases | Degree Informatics | EHEA | 6 ECTS | Spring '14,'15,'16,'17 |
| Digital Electronics | Degree Informatics | EHEA | 6 ECTS | Autumn '13,'14,'15 |
I also make courses on "Big Data and Machine Learning platforms", one of the most relevants at the PRACE Advanced Training Courses from the Partnership for Advanced Computing in Europe international association, in which the Barcelona Supercomputing Center is member.
| Barcelona Supercomputing Center | |||
| Big Data Analytics using Apache Spark | PRACE Advanced Training Courses | Feb. 6th, 2019 | |
| PRACE Advanced Training Courses | Feb. 7th, 2018 | ||
| PRACE Advanced Training Courses | Feb. 9th, 2017 | ||
| RDA Europe Spring School on Weather, Climate and Air Quality | May 26th, 2017 | ||
| Seminars | ||
| System Performance Evaluation, Master in Information Technologies (UPC): "Power-aware Multi-DataCenter Management using Machine Learning" | Barcelona, Spain, October 9th, 2013. | |
| System Performance Evaluation, European Master in Distributed Computing (UPC): "Adaption and Learning on Data-Centers and Cloud Systems" | Barcelona, Spain, May 13th, 2011. | |
Students and Theses Supervision
Ph.D. and M.Sc. Students
- Felipe Albuquerque Portella, Ph.D. Thesis. Started on October 2018.
- Lev Denisov, M.Sc. Student. Started on July 2018.
- Gonzalo Gómez Sánchez, Ph.D. Thesis. Started on May 2018.
- Alberto Gutierrez Torre, Ph.D. Thesis. Started on May 2017.
- Shuja-ur-Rehman Baig, Ph.D. Thesis. Started on March 2016.
- David Buchaca Prat, Ph.D. Thesis. Started on September 2015.
Former Students
| Gonzalo Gómez Sánchez | M.Sc. Thesis | "Unsupervised Clustering for Mining Patterns in Genomic Dataset", Master in Artificial Intelligence. LINK | Lec. April 2018 |
| Katsiaryna Krasnashchok | M.Sc. Thesis | "Mining Patterns in Genomic Datasets Containing Chained Chromosomal Rearrangements", Master Erasmus Mundus in IT4BigData. Top 2nd Best Thesis Award. | Lec. September 2017 |
| Alberto Gutiérrez Torre | M.Sc. Thesis | "Discovering Ship Navigation Patterns towards Environmental Impact Modeling", Master in Innovationand Research in Informatics. LINK | Lec. May 2017 |
| Alberto Gutiérrez Torre | Eng. Thesis | "Learning user behaviours from website visit profiling", Engineering Degree in Informatics (pre-EHEA 5 year degree). LINK | Lec. June 2014 |
| Jordi Roldán Llinàs | Eng. Thesis | "Simulation and modeling of Cloud environments for experimentation with machine learning", Engineering Degree in Informatics (pre-EHEA 5 year degree). LINK | Lec. June 2010 |
Guests and Mentoring
- Kiyana Bahadori, as Ph.D. candidate visitor from University of Padova, IT. 2018-2019.
- Joan Marcual, as M.Sc. Student, finished his M.Sc. at GeorgiaTech, USA. 2017-2018.