ISC'13

June 16-20, 2013

Leipzig, Germany

Presentation Details

 
Name: Making Connections in Big Data: Exascale Graph Analytics & the Graph500
 
Time: Tuesday, June 18, 2013
12:30 PM - 1:00 PM
 
Room:   Hall 2
CCL - Congress Center Leipzig
 
Breaks:1:00 PM - 2:15 PM Lunch
 
Speakers:   David A. Bader, Georgia Institute of Technology
 
Abstract:   Emerging real-world graph problems include detecting community structure in large social networks, improving the resilience of the electric power grid, and detecting and preventing disease in human populations. Unlike traditional applications in computational science and engineering, solving these problems at scale often raises new challenges because of sparsity and the lack of locality in the data, the need for additional research on scalable algorithms and development of frameworks for solving these problems on high performance computers, and the need for improved models that also capture the noise and bias inherent in the torrential data streams. In this talk, the speaker will discuss the opportunities and challenges in massive data-intensive computing for applications in computational biology, genomics, and security. The talk will also present the Graph500 Benchmark and its implementation on supercomputers such as the Cray XMT2 and IBM BlueGene/Q.  
Program may be subject to changes.