2 papers
cs.PL2021
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…
cs.DC2018
Cut to Fit: Tailoring the Partitioning to the Computation
Iacovos Kolokasis, Polyvios Pratikakis
Social Graph Analytics applications are very often built using off-the-shelf analytics frameworks. These, however, are profiled and optimized for the general case and have to perfo…