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Technologies / Data & Analytics

Apache Storm - stream processing

Advanced technical training on the Apache Storm platform, focusing on the design and implementation of real-time stream processing systems. The workshop program takes participants through levels of sophistication, starting with the fundamental concepts of stream processing and progressing through advanced implementation patterns to optimizing and managing production deployments. The class combines theory with intensive hands-on experience, enabling participants to understand the deep technical aspects of the platform and gain the skills necessary to create efficient and reliable real-time analytics solutions.

Issues

  • Stream processing

  • Storm topologies

  • Spouts and bolts

  • Guaranteed processing

  • State management

  • Reliability mechanisms

  • Performance monitoring

  • Cluster optimization

  • Integration of systems

  • Horizontal scaling

  • Debugging the topology

  • Design Patterns

Benefits

  • Gain in-depth knowledge of designing stream processing systems in Apache Storm
  • Develop practical skills for implementing efficient data processing topologies
  • Optimization and state management techniques for streaming applications
  • Acquire competence in implementing and maintaining production clusters
  • Monitoring and troubleshooting real-time systems
  • Strengthen the ability to design scalable analytical solutions

Who is this training for?

Stream processing system developers
Architects of real-time solutions
Data engineers specializing in stream processing
Big Data application developers
Data processing specialists
Distributed systems engineers
Java developers interested in real-time analytics

Prerequisites

  • Advanced knowledge of Java programming
  • Experience in developing distributed systems
  • Basic knowledge of stream processing
  • Understand the concepts of real-time systems

Training program

01

Storm system architecture and components

  • Stream processing model
  • Topologies and their components
  • Guaranteed processing mechanisms
02

Topology design

  • Implementation of spouts and bolts
03

Data flow patterns

  • State management in topologies
  • Serialization and grouping techniques
04

Advanced Concepts

  • Processing of complex events
  • Integration with external systems
  • High availability mechanisms
  • Performance optimization techniques
  • Implementation and maintenance
  • Production cluster configuration
  • Monitoring and diagnostics
05

Resource management

  • Scaling strategies

Delivery Methods

Online

  • Convenience of participating from anywhere
  • Interactive live sessions with trainer
  • Materials available for 30 days
  • No travel costs

On-site

  • Direct contact with trainer and group
  • Intensive hands-on workshops
  • Networking with other participants
  • Full focus on learning

Frequently asked questions

Who is the Apache Storm - stream processing training for?

This training is designed for professionals looking to develop skills in apache storm - stream processing. Required level: advanced.

How long is the Apache Storm - stream processing training?

The training lasts 4. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.

Adrian Kwiatkowski
Adrian Kwiatkowski Opiekun szkolenia

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Funding Options

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Up to 80%

Development Services Database

Up to 80% funding for SMEs from EU funds

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Up to 100%

National Training Fund

Up to 100% funding for employers

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IKEA - EITT client
InPost - EITT client
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ZUS - EITT client

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Contact us - we'll prepare an offer tailored to your organization's needs.

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