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NLADR TOOLS

DATA MINING AND ANALYSIS

Developed Tools


SKIDLKit

SKIDLkit is a toolkit written at the San Diego Supercomputer Center, Knowledge and Information Discovery Laboratory (SKIDL). It was designed with the intention of simplifying the selection of key features (variables) in high-dimensional datasets in a data mining context.

D2K

D2K - Data to Knowledge is a rapid, flexible data mining and machine learning system developed by ALG at NCSA that integrates analytical data mining methods for prediction, discovery, and deviation detection, with data and information visualization tools.

Kepler Scientific Workflow System

Kepler is a dynamic cross-project cross-institution collaboration bringing together several large-scale NSF/ITR projects (GEON, SEEK, ROADNet), the DOE/SciDAC SDM project, and several other projects including EOL (Encylopedia of Life) and Research Surge Enabled by Cyberinfrastructure (Resurgence) to develop an open source scientific workflow system on top of the well-established, extensible Ptolemy II system and Java API’s. Kepler Scientific Workflow System is an emerging system that allows scientists from various domains (bioinformatics, cheminformatics, ecoinformatics, geoinformatics, astrophysics, ...) to design and execute scientific workflows.


Commercial Tools

MatLab

SAS Text Miner

SAS Enterprise Miner

CARTT

IDL

DATA COLLECTION AND STORAGE

Developed Tools

SRB

The SDSC Storage Resource Broker (SRB) is client-server middleware that provides a uniform interface for connecting to heterogeneous data resources over a network and accessing replicated data sets.

Commercial Tools

Antelope ORB

Data Turbine

LabView

IBM DB2 Database

DB2 Information Integrator

Logical Information Machines Historis

Open Source Tools


MySQL

Postgres

Global Parallel File System

GRID MIDDLEWARE

Open Source Tools

OGSA-DAI (WS for DB access)

Globus 3.X (grid webservices)

GridFTP

GSI OpenSSH

Community Authorization Server

MyProxy

Globus 2.4.3 (pre-WS)

WEBSERVICES

Open Source Tools

Apache Tomcat 4.

Apache AXIS

Maccvs

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© 2006 NLADR. All rights reserved. NLADR is a collaboration between National Center for Supercomputing Application and San Diego Supercomputer Center. NLADR is funded by the National Science Foundation. Last update - 2/12/06