From Data to Knowledge - 401 - S. Muthukrishnan
Channel: ckleinastro
Date: 10/05/2012

Slides: http://lyra.berkeley.edu/CDIConf/pdfs/UCB-Streaming-muthu.pdf

S. Muthukrishnan: "Modern Algorithmic Tools for Analyzing Data Streams". A video from the UC Berkeley Conference: From Data to Knowledge: Machine-Learning with Real-time and Streaming Applications (May 7-11, 2012).

Abstract
S. Muthukrishnan (Dept. of Computer Science, Rutgers University)
We now have a second generation of algorithmic tools for analyzing massive online data streams, that go beyond the initial tools for summarizing a single stream in small space. The new tools deal with distributed online data, stochastic models, dynamic graph and matrix objects and others; they optimize communication, number of parallel rounds and privacy among other things. I will provide an overview of these tools.