Garbage Collection or Serialization? Between a Rock and a Hard Place!

Iacovos G. Kolokasis, Giannos Evdorou, Anastasios Papagiannis +5

Big data analytics frameworks, such as Spark and Giraph, need to process and cache massive amounts of data that do not always fit on the heap. Therefore, frameworks temporarily mov…