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Event Details
Developer Training with Apache Cassandra
Training Summary
This two day training course focuses on the data modeling in Apache Cassandra. Many people are drawn to Apache Cassandra for performance, high availability, and tunable consistency. What is not recognized is that there are many design patterns that can be applied to modeling data in Apache Cassandra that can lead to powerful applications that solve some very interesting use cases. This course will cover some of the most common use cases and demonstrate how complex problems can be solved in Apache Cassandra by taking advantage of they way Cassandra stores data.
Training Outline
Cassandra Schema
● Elements of Data Modeling in Apache Cassandra
○ Keyspaces
○ Column Families
● Column Families
○ Sorting
○ Data Types
○ Validation Types
○ Columns and SuperColumns
○ Data References / Surrogate Keys
The API
● The Thrift API
● Thrift API Features
● CQL
● Languages and Clients
The Read and Write Path
● How data is stored in Cassandra
● What are Log Structured Merge Trees?
○ Why should you care?
● The Read Path
● The Write Path
Cassandra Internals
● Introduction to Indexing in Cassandra
○ Primary
○ Secondary
○ Custom
● Primary Indexes and Partitioners
● Secondary Indexes
Custom Indexes
● Overview of Custom Indexes
● Using Custom Indexes for Sorted Lists
○ Deletes
○ Inserts
○ Duplicate Entries
○ Multiple Sort
● Indexing data with wide rows
● Composite Columns
Cassandra Use Cases
● Twissandra
● AB Testing with Cassandra
● Logging to Cassandra
● Modeling Time Series Data
● Composite Columns
Analytics with Cassandra
● Introduction to Hadoop
● MapReduce
● Introduction to DSE, or Cassandra + Hadoop
● Running WordCount on Cassandra
● Portfolio Demo Overiew
● Pig with Cassandra
Search with Cassandra
● Wikipedia Demo
● Log Search Demo
When & Where
MicroTek, Washington DC (Vermont @ "I" Street)
1101 Vermont Ave NW
#300
Washington,
DC 20005
Monday, November 12, 2012 at 9:00 AM - Tuesday, November 13, 2012 at 5:00 PM (EST)
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