Kryo batch installation for Spark 2.x Dataset

Question

Is Kryo serialization required when working with the Dataset API?

Because datasets use Encoders for either serialization and deserialization:

• Does Kyro serialization even work for datasets? (Provided that the correct configuration is passed to Spark and the classes are correctly registered)
• If this works, how much will the performance improvement be? Thank.