The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
The grid
Data mining standards initiatives
Communications of the ACM - Evolving data mining into solutions for insights
DataSpace: A Data Web for the Exploratory Analysis and Mining of Data
Computing in Science and Engineering
Simple Available Bandwidth Utilization Library for High-Speed Wide Area Networks
The Journal of Supercomputing
Future Generation Computer Systems - iGrid 2002
Hi-index | 0.00 |
We argue that data webs employing specialized path services, network protocols, and data protocols can be an effective platform to analyze and access millions of distributed Gigabyte (and larger) size data sets. We have built a prototype of such a data web today and demonstrated that it can effectively access, analyze and mine distributed Gigabyte size data sets even over thousands of miles by using specialized network and data protocols. The prototype uses a server which employs the DataSpace Transfer Protocol or DSTP. Our assumption is that WSDL/SOAP/UDDI-based discovery and description services will enable this same infrastructure to scale to millions of such DSTP-Servers.