학술논문

PROOF - The Parallel ROOT Facility
Document Type
Conference
Source
2006 15th IEEE International Conference on High Performance Distributed Computing High Performance Distributed Computing, 2006 15th IEEE International Symposium on. :379-380 2006
Subject
Computing and Processing
Data analysis
Parallel processing
Testing
Large Hadron Collider
Irrigation
Data visualization
Processor scheduling
User interfaces
Distributed computing
Data models
Language
ISSN
1082-8907
Abstract
The parallel ROOT facility, PROOF, enables the interactive analysis of distributed data sets in a transparent way. It exploits the inherent parallelism in data sets of uncorrelated events via a multi-tier architecture that optimizes I/O and CPU utilization in heterogeneous clusters with distributed storage. On a grid, PROOF can use the available services to find out the location of data to analyze and the resources to use. Dedicated PROOF-enabled test-beds are now being deployed for testing by the LHC experiments. Being part of the ROOT framework PROOF inherits the benefits of a high performance object-oriented storage system and a wealth of statistical and visualization tools. The basic ideas and architecture underlying the PROOF project are described, together with the status of the project, focusing mostly on the issues of data access optimization, scheduling of user sessions and user interface