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Deiminari

Títol

Big Data Analytics: Systems and Algorithmic Challenges

Conferenciant

Prof. Pietro Michiardi

Professor/a organitzador/a

Marc Snchez

Institució

Eurecom, Sophia-Antipolis, France

Data

13-11-2015 11:15

Resum

In this talk, I will overview a selection of topics covering both systems and algorithmic aspects of large scale data analysis. At the system level, we will overview current research on topics ranging from resource management (e.g. scheduling and elasticity) to multi-query optimization (also known as work-sharing), and indicate current trends in large-scale distributed systems design and architectures. At the algorithmic level, we will focus on machine learning and the intricacies of designing and analyzing scalable algorithms for both bounded and unbounded data, and discuss real-life applications and lessons learned.

Lloc

Sala d'Actes

Idioma

Angls