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Fast data und IoT

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Fast Data zur Analyse von Sensordaten im Internet der Dinge.

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Fast data und IoT

  1. 1. Wir haben doch keine Zeit_ Fast Data und IoT
  2. 2. Jens Deters @jerady Jochen Mader @codepitbull
  3. 3. !
  4. 4. " # $ % & ' () *+ ,
  5. 5. ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! !  !
  6. 6. ! ! ! ! ! ! ! ! !  ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # !
  7. 7. -
  8. 8. MQTT
  9. 9. - .
  10. 10. - . MQTT REACTIVE STREAMS KAFKA Ingestion
  11. 11. Subscriber Subscription Publisher create cancel next subscribe Processor finished
  12. 12. Kafka Broker Topic1 Topic1:Partition1 Segment1 Segment2 SegmentN … Topic1:Partition2 Segment1 Segment2 SegmentN … Topic2 Topic2:Partition1 Segment1 Segment2 SegmentN … Topic2:Partition2 Segment1 Segment2 SegmentN … Topic2:Partition3 Segment1 Segment2 SegmentN …
  13. 13. MQTT/topic1 group 1 consumer1 consumer2 consumer3 broker1 broker2 broker3 MQTT/topic2 group 2 consumer4 consumer5
  14. 14. - . SPARK Digestion
  15. 15. - . S3A / HDFS / Cassandra / … Persistence
  16. 16. DEMO
  17. 17. ?

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