Week 13: IoT and Stream Processing

Topics to be covered

  • Internet of Things (IoT)
  • Stream Processing

References

Workshop: Apache Storm

The students are going to use Apache Storm on Azure.

The students are going to:

  • Implement the topology
  • Implement the spout and the bolts
  • Test it with different inputs.

This is done for two applications:

  • Threshold calculation (Michael G. Noll)
    • Instant threshold checks if the value of a field has exceeded the threshold value.
    • Time series threshold checks if the value of a field has exceeded the threshold value for a given time window.
  • Trending topic
    • Performing rolling counts of incoming data points (sliding window analysis). A typical use case for rolling counts is identifying trending topics in a user community. (DrDobbs)

References for the workshop

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