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 |