Apache Avro: Data serialization for Distributed Applications

Course Code

IntroToAvro

Duration

14 hours (usually 2 days including breaks)

Requirements

  • A general familiarity with distributed computing

Overview

This course is intended for

  • Developers

Format of the course

  • Lectures, hands-on practice, small tests along the way to gauge understanding

Course Outline

Principles of distributed computing

  • Apache Spark
  • Hadoop

Principles of data serialization

  • How data object is passed over the network
  • Serialization of objects
  • Serialization approaches
    • Thrift
    • Protocol Buffers
    • Apache Avro
      • data structure
      • size, speed, format characteristics
      • persistent data storage
      • integration with dynamic languages
      • dynamic typing
      • schemas
        • untagged data
        • change management

Data serialization and distributed computing

  • Avro as a subproject of Hadoop
    • Java serialization
    • Hadoop serialization
    • Avro serialization

Using Avro with

  • Hive (AvroSerDe)
  • Pig (AvroStorage)

Porting Existing RPC Frameworks

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £2500

Private Remote

From £2200 (98)

Public Classroom

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Course Discounts

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