Completed
Intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Apache Spark Performance Tuning and Best Practices
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 What is Spark
- 3 How to optimize
- 4 Major bottlenecks
- 5 Spark Casting
- 6 Spark Casting Demo
- 7 Disadvantages of Casting
- 8 Advantages of Broadcast
- 9 Architecture of Broadcast
- 10 Serialization
- 11 Serializer
- 12 DataFrame
- 13 UDF
- 14 Filter Data
- 15 Supply
- 16 Reducing Supply
- 17 Importance of File Format
- 18 Handling of Data
- 19 File Format Optimization
- 20 Executor Optimization
- 21 Out of Memory
- 22 Memory Tuning
- 23 Conclusion
