In-Database Analytics for Large Array Data
By Jack Dongarra,* Piotr Luszczek and Thomas Herault of the University of Tennessee, Knoxville Performing analytics inside a database gets progressively important. In the context of SciDB, the data model involves arrays either fully populated (dense) or with empty entries (sparse). Very … Continue reading →
Supercharging Big Data Research with New England’s Fastest Supercomputer
An Interview with Jeremy Kepner of MIT Lincoln Laboratory MIT recently announced that the MIT Lincoln Laboratory Supercomputing Center (LLSC) system, housed in Holyoke, Massachusetts, has been ranked the most powerful supercomputer in New England. We caught up with ISTC … Continue reading →
Compiling Queries for High-Performance Computing
By Brandon Myers and Bill Howe, University of Washington High performance computing (HPC) is traditionally about compute, but its users have data management problems, too. In a recent paper, we demonstrated a promising technique for bringing ad hoc query processing into … Continue reading →
TileDB and GenomicsDB Now Available in Open Source
by Stavros Papadopoulos, Intel Parallel Computing Lab The ISTC for Big Data has recently released TileDB, a novel efficient data management system for scientific data, such as graphs, DNA sequences, matrices, maps, and imaging. We have also released an adaptation of TileDB … Continue reading →
2015: Momentum, Moments and Memories
Greetings of the season from the Intel Science and Technology Center for Big Data. As 2015 comes to a close, we thought we would share some moments and memories that were captured here in the ISTC for Big Data blog … Continue reading →
Fast Data Analysis with SVD
By Jack Dongarra, University of Tennessee Knoxville and Innovative Computing Laboratory The GenBase benchmark was developed as a collaboration with the Intel Parallel Computing Lab, the Broad Institute and Novartis, and the MIT Database Group. Among many challenging tests that the benchmark includes is a computation of the Singular Value … Continue reading →
High-Performance Computing Meets Databases
By Bill Howe, Ph.D., University of Washington eScience Institute The large-scale data systems associated with high performance computing (HPC) applications ― e.g., parallel file systems ― are becoming increasingly “smart,” augmenting basic open(), seek() and read() interfaces with sophisticated indexing … Continue reading →
What’s New
- The Big Data ISTC: A Retrospection by Michael Stonebraker, Samuel Madden and Timothy Mattson
- In-Database Analytics for Large Array Data
- ISTC Researchers to Present Papers at VLDB 2017 Conference
- VisualCloud: A DBMS for Virtual Reality
Archives
- August 2017
- July 2017
- June 2017
- May 2017
- April 2017
- March 2017
- February 2017
- January 2017
- December 2016
- November 2016
- October 2016
- September 2016
- August 2016
- July 2016
- June 2016
- May 2016
- April 2016
- March 2016
- February 2016
- January 2016
- December 2015
- November 2015
- October 2015
- August 2015
- July 2015
- June 2015
- May 2015
- April 2015
- February 2015
- January 2015
- December 2014
- November 2014
- October 2014
- September 2014
- August 2014
- July 2014
- May 2014
- April 2014
- February 2014
- December 2013
- November 2013
- October 2013
- September 2013
- August 2013
- July 2013
- June 2013
- May 2013
- April 2013
- March 2013
- February 2013
- January 2013
- December 2012
- November 2012
- October 2012
- September 2012
- August 2012
- April 2012
Categories
- Analytics
- Benchmarks
- Big Data Applications
- Big Data Architecture
- Computer Architecture
- Data Management
- Databases and Analytics
- DBMS
- Graph Computation
- High-Performance Computing
- ISTC for Big Data Blog
- Math and Algorithms
- Polystores
- Query Engines
- Storage
- Streaming Big Data
- Tools for Big Data
- Uncategorized
- Visualizing Big Data
Blogroll
- Andy Pavlo's Blog
- Communications of the ACM Blog
- Data Cereal
- DBMS2
- eScience Institute
- Forrester Research Big Data Blog
- Haystack Blog
- Intel Research Blog
- Interactive Data Lab
- KDNuggets
- Notes on Database Systems
- Planet Big Data Blog
- The CS Blog
- The Morning Paper
- UW Interactive Data Lab Blog
- UWDB
- Visualization Research Lab
- What's the Big Data?