HDP Developer: Storm and Trident, South Africa

We can host this training at your preferred location. Contact us!

This course provides a technical introduction to the fundamentals of Apache Storm and Trident that includes the concepts, terminology, architecture, installation, operation, and management of Storm and Trident. Simple Storm and Trident code excerpts are provided throughout the course. The course also includes an introduction to, and code samples for, Apache Kafka. Apache Kafka is a messaging system that is commonly used in concert with Storm and Trident.

Students must have experience developing Java applications and using a Java IDE. Labs are completed using the Eclipse IDE and Gradle. Students should have a basic understanding of Hadoop.

Hadoop developers who need to be able to design and build Storm and Kafka applications using Java and the Trident API.

At the completion of the course students will be able to:

Recognize differences between batch and real-time data processing
Define Storm elements including tuples, streams, spouts, topologies, worker processes, executors, and stream groupings
Explain and install Storm architectural components, including Nimbus, Supervisors, and ZooKeeper cluster
Recognize/interpret Java code for a spout, bolt, or topologies
Identify how to develop and submit a topology to a local or remote distributed cluster
Recognize and explain the differences between reliable and unreliable Storm operation
Manage and monitor Storm using the command-line client or browser-based Storm User Interface (UI)
Define Kafka topics, producers, consumers, and brokers
Publish Kafka messages to Storm or Trident topologies
Define Trident elements including tuples, streams, batches, partitions, topologies, Trident spouts, and operations
Recognize and interpret the code for Trident operations, including filters, functions, aggregations, merges, and joins
Recognize the differences between the different types of Trident state
Identify how Trident state supports exactly-once processing semantics and idempotent operation
Recognize the differences in fault tolerance between different types of Trident spouts
Recognize and interpret the code for Trident state-based operations

Upcoming Trainings

Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom

22 June 2024