The High Performance and Wide Area Analysis and Mining of Scientific & Engineering Data
Author(s) -
Robert L. Grossman
Publication year - 2002
Publication title -
osti oai (u.s. department of energy office of scientific and technical information)
Language(s) - English
Resource type - Reports
DOI - 10.2172/836590
Subject(s) - computer science , protocol stack , the internet , application layer , data access layer , layer (electronics) , web service , network layer , world wide web , computer network , data science , database , data modeling , wireless sensor network , operating system , chemistry , organic chemistry , software deployment
This final report summarizes our accomplishments and findings and includes recent publications occurring in the final period of this award. One of our research goals was to develop algorithms and services for remote data analysis and distributed data mining which scaled from the commodity internet to high performance networks. When we began the project there was no effective mechanisms to achieve high end to end performance for data intensive applications over wide area, high bandwidth networks. For this reason, we developed algorithms and services for Layers 2,3, and 4 in the simple data web application stack below. We describe our research accomplishments for each of these layers in turn: Layer 4--Data Web Applications; Layer 3--Data Web Services; Layer 2--Network Protocol Services; Layer 1--IP
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