There are different methods to achieve optimization in Spark, for example:
- Data Serialization
- Memory Management
- Memory Consumption
- Data Structure Tuning
- Garbage Collection
- Parallelism
- Data Locality
To know more on the optimization techniques, visit the documentation: https://spark.apache.org/docs/latest/tuning.html