About Me

Rionda @ LeicaPassionDay 2010 by Andrea Podestà

I got my Ph.D. in Computer Science at Brown University (Providence, RI) in April 2014 under the supervision of Prof. Eli Upfal. The title of my dissertation is "Sampling-based Randomized Algorithms for Big Data Analytics". My thesis committee included Prof. Uğur Çetintemel (Brown CS), and Prof. Basilis Gidas (Brown Appl. Math.).

My Ph.D. research focused on the use of methods from statistical learning theory and probability in Big Data analytics (aka knowledge discovery, aka data mining), especially on graphs and transactional datasets, and for database management (selectivity estimation, approximation of aggregate queries), and more broadly in computer science. I have a strong belief that algorithms should provide provable guarantees on their output, and at the same time be highly practical to be used in real scenarios. I am also very interested in MapReduce and in the development of algorithms for data analytics on this and other novel computing platforms.

I am a member of the Data Management Research Group and of the Theory Group at Brown CS. I work on Project BIGDATA and used to work on Project Longview.

My current Erdős number is 3 (Erdős → Suen → Upfal → Matteo). I'd love to lower it to 2.

In my salad days, I used to be a FreeBSD developer (src committer) and the release engineer for FreeSBIE 2.x.

Contact

Email: matteo@cs.brown.edu

Room: CIT 321

Address: Box 1910, 115 Waterman Street 4th Fl., Providence, RI 02912

Twitter: @riondabsd

Where am I going next?

A list of upcoming events I am attending. Drop me a line or tweet if you would like to meet there!

Apr 24—26: SIAM International Conference on Data Mining (SDM), Philadelphia. I'm presenting a paper.

May 2nd: I'll be at Stanford University, hosted by Chris Re.

May 7th: I'll be at University of Waterloo, hosted by Ihab Ilyas.