Create an ultra high performance serialization as an internal cache format. Eg: with Kryo

Create an ultra high performance serialization for internal cache format. Eg: with Kryo or something like that.
Serialized data should be able to compress as well with a high performance compression algorithm. Use Snappy compression from Google.
With this solution the memory requirement could be reduced.