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Local Algorithms
(
11/25/2013
)
6
minutes
Conference:
What is Big Data at UCSD?
Host:
UC San Diego Office of Research Affairs
Also available:
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description:
Local algorithms allow to identify global structure in large complex systems (such as social networks, DNA sequences, and so on), while only accessing a small portion of the data. As such, they are fundamental to our ability to quickly discover structure in huge amounts of data, with the potential of radically changing the way in which data is processed and analyzed. Currently, we are still at very early stages of our understanding of the potential of local algorithms. There are many intriguing open problems, with relations to several other fields, such as complexity theory, coding theory and number theory.
more on this subject:
Session 2 Panel - Big Data at UCSD
Innovation in Search Engines
The Role of the Library in Big Data
see all from Computational Engineering >
host links:
UCSD Office of Research Affairs Web Site
more from this conference:
Opening Remarks - Sandy Brown and Phil Bourne - Big Data at UCSD
Using Twitter Data to Predict Flu Outbreak
Real-Time Streaming Data from Electricity Grids: Distributed Event Detection and Dynamic Modeling
End-to-end Data Solutions for Simulations at Extreme-scale
see all from this conference >