Research Assistant / I.T Project Manager. Has experience in Machine Learning, Data-Mining, and Knowledge Discovery especially in areas such as Anomaly Detection, Time Series, and Mobility Patterns, Spatio-temporal data. Computer Science Ph.D. Student at th...

Helder Fontes received the MSc degree in 2010 and Ph.D. degree in 2019, both in Informatics Engineering at the Faculty of Engineering of the University of Porto, Portugal. He is the coordinator of the Wireless Networks (WiN) area at INESC TEC and since 2009 he has participated in multiple nationa...

Improved design of an existing benchmark to evaluate different data processing tools on scalable DataFrames; Implementation of new advanced features of the existing benchmark that allow the evaluation and analysis of trade-offs between performance and energy efficiency in distributed environments w...

Rui E. Araújo received the electrical engineering graduation, M. Sc. and Ph. D. degrees from the Faculty of Engineering of the University of Porto, Portugal in 1987, 1992 and 2001, respectively. From 1987 to 1998, he was an Electrotechnical Engineer in Project Department, Adira Company, Porto, Portu...

Maria Inês Carvalho graduated in Electrical and Computer Engineering from the University of Porto in 1990 and received her M.S. and Ph.D. degrees in Electrical Engineering from Lehigh University, USA, in 1994 and 1996, respectively. She joined the Electrical and Computer Engineering D...

With the growing relevance of distributed renewable energy sources (DRES) in the generation mix and the increasingly pro-active demand for electricity, power systems and their mode of operation need to evolve. The goal of the evolvDSO was to define future roles of distribution system operators (DSOs...

- Design of a benchmark to evaluate different data processing tools on scalable DataFrames; - Implementation of an initial prototype of the benchmark that allows the evaluation and analysis of trade-offs between performance and energy efficiency in distributed environments with massive datasets; -...