High Performance Visualization using Query-Driven Visualizationand Analytics

Technical Report · Thu Jun 15 00:00:00 EDT 2006

DOI:https://doi.org/10.2172/888965· OSTI ID:888965

Bethel, E Wes; Campbell, Scott; Dart, Eli; Shalf, John; Stockinger, Kurt; Wu, Kesheng

Query-driven visualization and analytics is a unique approach for high-performance visualization that offers new capabilities for knowledge discovery and hypothesis testing. The new capabilities akin to finding needles in haystacks are the result of combining technologies from the fields of scientific visualization and scientific data management. This approach is crucial for rapid data analysis and visualization in the petascale regime. This article describes how query-driven visualization is applied to a hero-sized network traffic analysis problem.

• Research Organization: Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
• Sponsoring Organization: USDOE Director. Office of Science. Office of AdvancedScientific Computing Research
• DOE Contract Number: DE-AC02-05CH11231
• OSTI ID: 888965
• Report Number(s): LBNL/PUB-959; R&D Project: K11107; BnR: KJ0101030; TRN: US200619%%287
• Country of Publication: United States
• Language: English

Related Subjects

99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
DATA ANALYSIS
HYPOTHESIS
MANAGEMENT
PERFORMANCE
TESTING
high performance visualization network traffic analysis datamining