Open Source BI Overview
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The document provides an overview of open source business intelligence, detailing various data sources, integration tools, reporting solutions, analytics platforms, data quality methods, and governance strategies. It categorizes data sources into traditional, NoSQL, OLAP, and virtualization, and mentions specific software tools for each category. Additionally, it highlights full-stack solutions and specific analytical tools available in the open-source landscape.
Open Source BI Overview
- 1. Open Source Business Intelligence Overview From Data Source to Analytics and Beyond
- 2. Agenda ● Open Source and BI ● Data sources ● Data Integration ● Reporting/Frontend ● Analytics ● Data Quality ● Data Governance
- 6. Data Sources Traditional ○ PostgreSQL - http://www.postgresql.org/ ■ Pivotal Greenplum - http://gopivotal.com/ ○ MySQL - http://www.mysql.com/ ■ Percona - http://www.percona.com/ ■ MariaDB - https://mariadb.org/ Columnar ○ MySQL Derivatives ■ InfiniDB - http://infinidb.org/ ■ Infobright - https://www.infobright.com/ ○ MonetDB - http://www.monetdb.org/Home
- 7. Relational vs Columnar Source: http://www.calpont.com/images/column-oriented-database.jpg
- 8. Data Sources NoSQL ○ Cassandra - http://cassandra.apache.org/ ○ MongoDB - http://www.mongodb.org/ ○ CouchDB - http://couchdb.apache.org/ ○ Infinispan - http://www.jboss.org/infinispan/ ○ Hadoop - http://hadoop.apache.org/ ■ HBase - http://hbase.apache.org/ ■ Hive - http://hive.apache.org/ OLAP ○ Mondrian - http://mondrian.pentaho.com/
- 10. The Next Wave of Data Sources Virtualization ○ Teiid - http://www.jboss.org/teiid/ Semantic Web/Graph ○ Sesame - http://www.openrdf.org/ ○ Neo4j - http://www.neo4j.org/ ○ OrientDB - http://www.orientdb.org/ ○ Infogrid - http://infogrid.org/trac/
- 13. Data Integration Kettle - http://kettle.pentaho.com/ Talend - http://www.talend.com/ CloverETL - http://www.cloveretl.com/
- 14. Reporting BIRT (Actuate) - http://www.eclipse.org/birt/phoenix/ Pentaho - http://reporting.pentaho.com/ Jaspersoft - http://community.jaspersoft.com/ Saiku - http://meteorite.bi/saiku
- 15. Full Stacks SpagoBI - http://www.spagoworld.org/xwiki/bin/view/SpagoBI/# Pentaho - http://www.pentaho.com/ Jaspersoft - http://www.jaspersoft.com/
- 16. Analytics R - http://www.r-project.org/ Weka - http://www.cs.waikato.ac.nz/ml/weka/ RapidMiner - http://rapid-i.com/content/view/181/
- 17. Data Quality Profiling ○ DataCleaner - http://datacleaner.org/ ○ DQGuru - http://www.sqlpower.ca/page/dqguru Suites ○ Talend - http://www.talend.com/products/data-quality Testing ○ SQLUnit - http://sqlunit.sourceforge.net/ ○ dbFit - http://benilovj.github.io/dbfit/ ○ etlUnit - https://github.com/dbaAlex/etlUnit (shameless plug :p )
- 18. Data Governance MDM ○ Talend - http://www.talend.com/resource/data-governance.html Business Rules Engine ○ JBoss Drools - http://www.jboss.org/drools/ ○ Open Rules - http://openrules.com/