Easily migrate from Snowflake, Redshift, or Databricks with free tools.
BigQuery delivers 54% lower TCO with exabyte scale and flexible pricing. Free migration tools handle the SQL translation automatically.
Try Free
Compliant and Reliable File Transfers Backed by Top Security Certifications
Cerberus FTP Server delivers SOC 2 Type II certified security and FIPS 140-2 validated encryption.
Stop relying on non-certified, legacy file transfer tools that creak under the weight of modern security demands. Get full audit trails, advanced access controls and more supported by an award-winning team of experts. Start your free 25-day trial today.
...Red-RF: Reduced Random Forests using priority voting & dynamic data reduction. In IEEE BigData Congress'2015.
H. Mohsen, H. Kurban, M. Jenne and M. Dalkilic (2014). A New Set of Random Forests with Varying Dynamic Data Reduction and Voting Techniques. In IEEE DSAA'2014.
Code, README file, and a sample input file are available in Files/ directory above.
For inquiries, please contact us at hmohsen@imail,iu.edu (or @indiana.edu).
Batch performance boosting and Big Data framework for IBM i
...Due to extensive use of parallel programming techniques Streams for IBM i delivers significant performance improvements for single streamed batch jobs. Streams for IBM i can split an existing batch process into a number of concurrent streams, completely eliminate backup-related delays, introduce new robust recovery policies and even modify the program logic of existing applications - all without any code modifications. Streams for IBM i includes a feature allowing manipulations of batch job QTEMP libraries.
PMML-compliant scoring engine and analytic toolkit
Augustus development has moved to google code. The new project page is augustus.googlecode.com. New releases of the project are not currently being released to sourceforge.
Augustus is designed for statistical and data mining models and produces and consumes models with 10,000s of segments.
Versions of Augustus support PMML 3, 4.0.1, and 4.1.