NU-MineBench

Core Team:

• Berkin Ozisikyilmaz
• Jay Pisharath
• Ying Liu
• Ramanathan Narayanan
• Wei-keng Liao
• Gokhan Memik
• Alok Choudhary (PI)

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Sponsors:

• National Science Foundation (grants CCF-0444405, CNS-0406341, CCR-0325207, CNS-0551639, CNS-0551551)
• Department of Energy
  (grant DE-FC02-01ER25485)
• Intel Corporation

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NU-MineBench Download

Source Codes

Compilation notes for different ICC and GCC versions can be found here. Please also check files "README.txt" and "commandLine.txt" that come with the source package for further information.

• Version 3.0.1
• NU-MineBench-3.0.1.tar.gz (17 MB).
• Version 3.0.1 fixed several compile errors when using GNU compilers over version 3.0.
• Version 3.0
• NU-MineBench-3.0.src.tar.gz (20 MB).
• Version 2.0
• NU-MineBench-2.0.src.tar.gz (20.0 MB)
• Version 1.0
• NU-MineBench-1.0.tar.gz (719 KB)

Utilities

• NU-Cluster Data Generator - NU-Cluster (7.5 KB)

Data Sets

The test datasets are separated into the following packages.

• APR.tar.gz (959 MB) -- Apriori association rule mining
• Bayesian.tar.gz (45 MB) -- Naive Bayesian Network data classifier
• birch.tar.gz (47 MB) -- BIRCH data clustering
• ECLAT.tar.gz (191 MB) -- ECLAT association rule mining
• ETI.tar.gz (7.3 KB) -- Association rule mining: Error Tolerant Itemsets (ETI), Approximate Frequent Itemsets (AFI)
• GeneNet.tar.gz (92 MB) -- GeneNet, a DNA sequencing application using Bayesian network
• HOP.tar.gz (44 MB) -- HOP, a density-based data clustering
• kmeans.tar.gz (1.1 MB) -- K-means and Fuzzy K-means data clustering
• PLSA.tar.gz (8.8 KB) -- PLSA (Parallel Linear Space Alignment)
• rsearch.tar.gz (112 KB) -- RSearch, a sequence database searching with RNA structure queries
• ScalParC.tar.gz (805 MB) -- ScalParC decision-tree based data classification
• semphy.tar.gz (68 KB) -- Semphy, a structure learning algorithm that is based on phylogenetic trees
• SNP.tar.gz (9.2 MB) -- SNP (Single Nucleotide Polymorphisms) data classification
• SVM-RFE.tar.gz (11 MB) -- SVM-RFE (Support Vector Machines - Recursive Feature Elimination) is a feature selection algorithm
• utility_mine.tar.gz (1.4 GB) -- Utility mining, association rule-based mining algorithm

Binary Built for PTLSim

The binary files built for PTLSim simulator for programs included in NU-Minebench are available.

• PTLSim-Binaries.tar.gz (36 MB)

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