Consider adopting fastutil for deserialization of primitive collections

[j-tyler]

Array and Maps of primitive types are common in Avro schema. Java collections do an acceptable generic job, but type-specific collections such as fastutil can save overhead in multiple ways:

1. No boxing/unboxing of numbers.
2. Primitive type-specific collections lower memory overhead of underlying representations.
3. Which is more pronounced in JVM heaps over 32gb due to 16bit object reference overhead.

fastutil is well respected and widely adopted for performance, so using it for Java representation of Avro data could provide a nice benefit.