Title :
The cyberinfrastructure and image information mining
Author :
Pradhan, Pushkar S. ; King, Roger L. ; Haupt, Tomasz ; Anantharaj, Valentine
Author_Institution :
GeoResources Inst., Mississippi State Univ., MS, USA
Abstract :
A challenge for image information mining is the distributed nature of the resources necessary for accomplishing a specific query. The U.S. National Science Foundation has recognized the need for a cyberinfrastructure that connects hardware and software resources and experts around the globe to solve common problems. Such an infrastructure already exists for some Earth science disciplines. Grid computing and peer-to-peer computing are two approaches that may be used to build a cyberinfrastructure. In this paper we describe the unique features of each of them and compare them. The strengths and weaknesses of each are almost complementary and thus, consideration should be given toward using attributes of each in image information mining.
Keywords :
cybernetics; data mining; geophysical signal processing; grid computing; peer-to-peer computing; remote sensing; Earth science discipline; US National Science Foundation; cyberinfrastructure; grid computing; hardware/software resource; image information mining; peer-to-peer computing; resource distribution; Collaboration; Distributed computing; Geoscience; Grid computing; Hardware; Image retrieval; Intelligent sensors; Peer to peer computing; Remote sensing; Soil moisture;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1368989