Big Data remains challenging to manage in a consistent and efficient way
Due to its volume, dynamicity and complex structure. In my talk, I will first discuss my research on transaction routing and data migration in distributed cluster infrastructures. Then I will present my contributions on distributed query processing and optimization and their application to reasoning in knowledge graphs and web of science analysis. Finally, I will discuss the perspectives of my work and their extension with machine learning methods.
Phd defence : 01/28/2022
Jury members :
Florent Masseglia, Directeur de recherche, INRIA [rapporteur]
Pascal Molli ; Professeur, Université de Nantes [rapporteur]
Marta Rukoz, Professeure, Université Paris Nanterre, LAMSADE [rapporteur]
Gabriel Antoniu, Directeur de recherche, INRIA
Pierre Sens, Professeur, Sorbonne Université, LIP6
Karine Zeitouni, Professeure, UVSQ - Université Paris Saclay