Grid Collector: Facilitating Efficient Selective Access from DataGrids
The Grid Collector is a system that facilitates the effective analysis and spontaneous exploration of scientific data. It combines an efficient indexing technology with a Grid file management technology to speed up common analysis jobs on high-energy physics data and to enable some previously impractical analysis jobs. To analyze a set of high-energy collision events, one typically specifies the files containing the events of interest, reads all the events in the files, and filters out unwanted ones. Since most analysis jobs filter out significant number of events, a considerable amount of time is wasted by reading the unwanted events. The Grid Collector removes this inefficiency by allowing users to specify more precisely what events are of interest and to read only the selected events. This speeds up most analysis jobs. In existing analysis frameworks, the responsibility of bringing files from tertiary storages or remote sites to local disks falls on the users. This forces most of analysis jobs to be performed at centralized computer facilities where commonly used files are kept on large shared file systems. The Grid Collector automates file management tasks and eliminates the labor-intensive manual file transfers. This makes it much easier to perform analyses that require data files on tertiary storages and remote sites. It also makes more computer resources available for analysis jobs since they are no longer bound to the centralized facilities.
- Research Organization:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- Sponsoring Organization:
- USDOE Director. Office of Science. Office of AdvancedScientific Computing Research. Mathmatical Information and ComputationalSciences Division
- DOE Contract Number:
- DE-AC02-05CH11231
- OSTI ID:
- 878323
- Report Number(s):
- LBNL-57677; R&D Project: KS3310; BnR: KJ0101030; TRN: US200611%%134
- Resource Relation:
- Conference: International Supercomputer Conference,Heidelberg, Germany, June 21-24, 2005
- Country of Publication:
- United States
- Language:
- English
Similar Records
Grid collector: An event catalog with automated file management
Grid Collector: Using an event catalog to speed up user analysisin distributed environment