Big Data Testing Training Syllabus

Introduction

  • Big Data and Bad Data
  • Characteristics of Big Data (3Vs)
  • Big Data Testing Vs. Traditional Database Testing
  • Tools used in Big Data Scenarios
  • Challenges in Big Data Testing

Testing Big data Systems

  • Big data Testing Strategy
  • Testing Steps in verifying Big Data Applications
  • Data Staging Validation
  • “MapReduce” Validation
  • Output validation Phase

Testing Methods, Tools and Reporting

    • For validation of Pre-Hadoop Processing
    • For Hadoop MapReduce Processes
    • For Data Extract and EDW Loading

Testing Methods, Tools and Reporting on Analytics

  • Four Big Data reporting strategies
  • Methodology for report testing
  • Apache Falcon

Performance and Failover Testing

  • Performance testing and Approach
  • Failover testing
  • Methods and tools
  • Jepsen

Infrastructure Setup, Design and Implementation

  • Hardware selection for master nodes
  • Hardware selection for slave nodes

Infrastructure setup key points

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