An Introduction of Big data; Big data for beginners; Overview of Big Data; Big data Tutorial
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The document discusses the categorization of enterprise applications into operational and decision support systems, highlighting the growing importance of customer analytics. It outlines typical database architecture in an enterprise setting, with a focus on cloud architecture and components of the Hadoop ecosystem. Additionally, it promotes training programs for becoming a big data expert and offers contact information for further assistance.
An Introduction of Big data; Big data for beginners; Overview of Big Data; Big data Tutorial
- 3. Enterprise applications Operational Decision Support Traditionally enterprise applications can be broadly categorized into Operational and Decision support systems. Lately new set of applications such as Customer Analytics is gaining momentum (eg: YouTube Channel for different categories of users) Customer Analytics
- 6. Databas e Server Databas e Server Databas e Server Network Switch Network Switch Storage Cluster *Typical database architecture in an enterprise
- 10. Application Servers Database Servers Storage Servers *Birds eye view – after standardization and consolidation using cloud architecture
- 18. OLTP Closed Main Frames XML External apps Source(s) Data Warehouse Data Integration (ETL/Real Time) ODS EDW/ODS Visualization/ Reporting Reporting Decision Support
- 20. OLTP Closed Main Frames XML External apps Source(s) Visualization/ Reporting Reporting Decision Support Node Node Node Hadoop Cluster (EDW/ODS) ETL Real Time/Batch (No ETL) Reporting Database
- 21. Hadoop Core Components Non Map Reduce Hive Pig Flume Sqoop Oozie Mahout Hadoop eco system Hadoop Components Distributed File System (HDFS) Map Reduce Impala Presto HBas e Spark
- 22. Distributed File System (HDFS) Map Reduce Hadoop Core Components Hive T and L Batch Reporting Non Map Reduce Impala Interactive/adhoc Reporting Sqoop E and L Oozie Workflows Hadoop eco system Hadoop Components Custom Map Reduce E, T and L HBase Real Time data integration or Reporting
- 30. Adminstrator Apache Hadoop + Hadoop Administration Developer Apache Hadoop + Apache Spark with Scala Data Scientist Apache Hadoop + Analytics with R / Machine Learning Become a Big Data Expert in 10 days. World class training by Certified Subject Matter Experts More Details
- 37. Get Certified & #BeTheExpert Our Certified Partners For further info/assistance contact: [email protected] +91 80 6567 9700 www.springpeople.com