Big Data Meets Computation

January 30 - February 3, 2017

Schedule


Monday, January 30, 2017

9:00 - 9:50
Frank Jenko (University of California, Los Angeles (UCLA))

Predictive Plasma Simulations at the Exascale: Scalable Algorithms for HPC and Data Analytics
PDF Presentation

 
10:15 - 11:05
Hans-Joachim Bungartz (Technical University Munich (TUM))

Notions of Efficiency – the Role of Algorithm and Performance Engineering
PDF Presentation

 
11:30 - 12:20
Rick Archibald (Oak Ridge National Laboratory)

Sparse sampling methods for large scale experimental data
PDF Presentation

 
2:30 - 3:20
Alan Lee (AMD)

Big Compute: Under the Hood
PDF Presentation

4:00 - 4:50

Tuesday, January 31, 2017

9:00 - 9:50
Joachim Buhmann (ETH Zürich)

Resilient algorithmics: How much relevant information can be extracted from my data?
PDF Presentation

 
10:15 - 11:05
George Biros (University of Texas at Austin)

Scalable approximation algorithms for kernel matrices
PDF Presentation

 
11:30 - 12:20
Frank Wuerthwein (University of California, San Diego (UCSD))

Big Data at the LHC
PDF Presentation

 
2:00 - 2:50
Claudia Draxl (Humboldt-Universität)

From high-performance computing to big-data analytics of materials science and back
PDF Presentation
Presentation (PowerPoint File)

 
3:15 - 4:05
4:30 - 5:20
Stan Osher (Institute for Pure and Applied Mathematics)

Accurate reconstruction of sparsely sub sampled data
PDF Presentation

 

Wednesday, February 1, 2017

9:00 - 9:50
10:15 - 11:05
Tom Hou (California Institute of Technology)

Localized operator compression for elliptic operators
PDF Presentation

 
11:30 - 12:20
2:00 - 2:50
Shi Jin (University of Wisconsin-Madison)

Solving Multiscale Kinetic Equations with Uncertainty by Asymptotic-Preserving Methods with Sparse Grids.
PDF Presentation

 
3:15 - 4:05
Jianfeng Lu (Duke University)

Stochastic algorithms for high dimensional PDEs
PDF Presentation

4:30 - 5:20
Lexing Ying (Stanford University)

Tensor network skeletonization
PDF Presentation


Thursday, February 2, 2017

9:00 - 9:50
10:15 - 11:05
11:30 - 12:20
2:30 - 3:20
Francois Gygi (University of California, Davis (UC Davis))

Compression algorithms for Electronic Structure Computations
PDF Presentation

 
3:45 - 4:35

Friday, February 3, 2017

9:00 - 9:50
Jeffrey Hittinger (Lawrence Livermore National Laboratory)

Making Every Bit Count: Variable Precision?
PDF Presentation

 
10:15 - 11:05
Shenshen Wang (University of California, Los Angeles (UCLA))

Bridging big data and small data: a new effort in immunophysics

11:30 - 12:20