Title :
The Earth System Grid: Supporting the Next Generation of Climate Modeling Research
Author :
Bernholdt, David ; Bharathi, Shishir ; Brown, David ; Chanchio, Kasidit ; Chen, Meili ; Chervenak, Ann ; Cinquini, Luca ; Drach, Bob ; Foster, Ian ; Fox, Peter ; Garcia, Jose ; Kesselman, Carl ; Markel, Rob ; Middleton, Don ; Nefedova, Veronika ; Pouchard
Author_Institution :
Oak Ridge Nat. Lab., TN, USA
fDate :
3/1/2005 12:00:00 AM
Abstract :
Understanding the Earth´s climate system and how it might be changing is a preeminent scientific challenge. Global climate models are used to simulate past, present, and future climates, and experiments are executed continuously on an array of distributed supercomputers. The resulting data archive, spread over several sites, currently contains upwards of 100 TB of simulation data and is growing rapidly. Looking toward mid-decade and beyond, we must anticipate and prepare for distributed climate research data holdings of many petabytes. The Earth System Grid (ESG) is a collaborative interdisciplinary project aimed at addressing the challenge of enabling management, discovery, access, and analysis of these critically important datasets in a distributed and heterogeneous computational environment. The problem is fundamentally a Grid problem. Building upon the Globus toolkit and a variety of other technologies, ESG is developing an environment that addresses authentication, authorization for data access, large-scale data transport and management, services and abstractions for high-performance remote data access, mechanisms for scalable data replication, cataloging with rich semantic and syntactic information, data discovery, distributed monitoring, and Web-based portals for using the system.
Keywords :
cataloguing; climatology; data flow computing; geophysics computing; grid computing; information retrieval; portals; security of data; Earth System Grid project; Globus toolkit; Web based portal system; addresses authentication; cataloging; climate modeling research; collaborative interdisciplinary project; data access authorization; data transport abstraction; data transport services; distributed climate research data holding; distributed supercomputer; earth climate system; grid computing; large scale data transport management; remote data access; scalable data replication; Authentication; Authorization; Collaboration; Distributed computing; Earth; Environmental management; Grid computing; Large-scale systems; Project management; Supercomputers; Climate modeling; Earth System Grid (ESG); Grid computing; data management;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2004.842745