1.Harnessing the Power of Spark + Cassandra within your Spring App Steve Pember CTO, ThirdChannel @svpember 

2.RELATIONAL DATABASES ARE FANTASTIC @spring_io #springio17 

3.SQL MAKES YOU STRONG 

4.

5.

6.

7.

8.@spring_io #springio17 

9. Agenda • Spark • Cassandra • Spark + Cassandra • Working with Spark + Cassandra • Demo @spring_io #springio17 

10. Apache Spark • Distributed Execution Engine @spring_io #springio17 

11.

12. Apache Spark • Distributed Execution Engine • What about Hadoop? @spring_io #springio17 

13. Hadoop
 Spark • Map / Reduce • More than Map/ • Storage via HDFS Reduce • Each calculation • No dependent step written to storage disk mechanism • Clustered Calculations, each step in memory @spring_io #springio17 

14. Apache Spark • Distributed Execution Engine • What about Hadoop? • Creation was a Happy Accident @spring_io #springio17 

15.@spring_io #springio17 

16.@spring_io #springio17 

17. Apache Spark • Distributed Execution Engine • What about Hadoop? • Creation was a Happy Accident • Architecture @spring_io #springio17 

18.@spring_io #springio17 

19.Your Spring App @spring_io #springio17 

20. Apache Spark • Distributed Execution Engine • What about Hadoop? • Creation was a Happy Accident • Architecture • Programatic structure @spring_io #springio17 

21.THE SPARKCONTEXT SUBMITS JOBS TO THE CLUSTER @spring_io #springio17 

22.OPERATIONS ARE PERFORMED AGAINST RDDS @spring_io #springio17 

23. Resilient Distributed Dataset • Immutable • Partitioned • Parallel operations • Created by performing operations on other RDDs • Reusable & Composable @spring_io #springio17 

24.@spring_io #springio17 

25. Apache Spark • Distributed Execution Engine • What about Hadoop? • Creation was a Happy Accident • Architecture • Programatic structure • APIs @spring_io #springio17 

26.MORE THAN MAP/REDUCE @spring_io #springio17 

27. RDD operations • map • reduce • aggregate • filter • flatmap • join • … plus many more @spring_io #springio17 

28.@spring_io #springio17 

29. Apache Spark • Distributed Execution Engine • What about Hadoop? • Creation was a Happy Accident • Architecture • Programatic structure • APIs • Additional Modules @spring_io #springio17