Documents

Meeting White Papers

The Challenges of the Next Decade in Numerical Cosmology: Big Data and Extreme-Scale Computing
Jean-Michel Alimi
Scientific big data analytics challenges at large scale
Giovanni Aloisio, Sandro Fiore, Ian Foster, Dean Williams
Extreme-Scale Data Lifecycle Management as a Service
Ian Foster
Distributed Data and Software Defined Systems
Geoffrey Fox
New Execution Models are Required for Big Data at Exascale
Andrew Lumsdaine
Integration of Scientific Analyses and Storage
Reagan Moore
Big Data Parallel Processing of Personal Genomes
Shinichi Morishita
Execution Environments for Big Data: Challenges for Storage Architectures and Software
Wolfgang E. Nagel, Ralph Müller-Pfefferkorn, Michael Kluge, Daniel Hackenberg
Life cycle management of big data for extreme-scale simulation
Kenji Ono
Data Economies and Cultural Incentives
Dan Reed
Big Data Processing in Large-Scale Network Analysis and Billion-Scale Social Simulation
Toyotaro Suzumura
File system and runtime system for big data
Osamu Tatebe
Geospatial Analytics for Big Spatiotemporal Data: Algorithms, Applications, and Challenges
Ranga Vatsavai, Budhendra Bhaduri
Weather and Climate Modelling: ready for exascale?
Pier Luigi Vidale, Hilary Weller, B. N. Lawrence

Session Presentations

Welcome to Big Data and Extreme Computing: Goals and Overview
Peter Beckman, Jean-Yves Berthou, Jack Dongarra, Yutaka Ishikawa, Satoshi Matsuoka, Philippe Ricoux
Big Data's Biggest Needs- Deep Analytics for Actionable Insights
Alok Choudhary
Big Data and Big Crunch for the Square Kilometre Array
Tim Cornwell
Turning Large simulations into Numerical Laboratories
Alex Szalay
Can we converge big data, big compute and big Interaction in future hardware and software?
Rick Stevens
Big Data Parallel Processing of Personal Genomes
Shinichi Morishita
Beyond Embarrassingly Parallel Big Data
William Gropp
Weather and Climate Modelling: ready for exascale?
Pier Luigi Vidale
Panel 1
Jean-Michel Alimi, Reagan Moore, Wolfgang E. Nagel, Osamu Tatebe, Pier Luigi Vidale, Toyotaro Suzumura
Reports from Breakout Groups
Integrative Biomedical Informatics, Big Data and Extreme Scale Computing
Joel Saltz
On the Role of Indexing for Big Data in Scientific Domains
Arie Shoshani
Big Data and extreme-scale computing challenges in solid Earth Sciences
Jean-Pierre Vilotte
Co-existence: Can Big Data and Big Computation Co-exist on the Same Systems?
William Kramer
Synergistic Challenges in Data-Intensive Science and Extreme Computing
Vivek Sarkar
Computational Challenges in Big Data Assimilation with Extreme-scale Simulations
Takemasa Miyoshi
Panel 2
Sandro Fiore, Kenji Ono, Geoffrey Fox, Andrew Lumsdaine, Shinichi Morishita, Ranga Vatsavai
Reports from Breakout Groups
Reports from breakout groups and discussion of follow on workshops.

Relevant Background Material

Synergistic Challenges in Data-Intensive Science and Exascale Computing
Summary Report of the DOE Advanced Scientific Computing Advisory Committee (ASCAC) Subcommittee, March 30, 2013

Meeting Sponsors