Current State of Java for HPC

Brian Amedro (1) , Vladimir Bodnartchouk (2) , Denis Caromel (1) , Christian Delbe (1) , Fabrice Huet (1) , Guillermo L. Taboada (3)

1 OASIS - Active objects, semantics, Internet and security
2 ActiveEon
3 Computer Architecture Group [Coruna]

About ten years after the Java Grande effort, this paper aims at providing a snapshot of the current status of Java for High Performance Computing. Multi-core chips are becoming mainstream, offering many ways for a Java Virtual Machine (JVM) to take advantage of such systems for critical tasks such as Just-In-Time compilation or Garbage Collection. We first perform some micro benchmarks for various JVMs, showing the overall good performance for basic arithmetic operations. Then we study a Java implementation of the Nas Parallel Benchmarks, using the ProActive middleware for distribution. Comparing this implementation with a Fortran/MPI one, we show that they have similar performance on computation intensive benchmarks, but still have scalability issues when performing intensive communications. Using experiments on clusters and multi-core machines, we show that the performance varies greatly, depending on the Java Virtual Machine used (version and vendor) and the kind of computation performed.

Mots clés: Benchmark; Java; Fortran; HPC; ProActive; MPI

Domaines: Calcul parallèle, distribué et partagé [cs.DC]

Brian Amedro, Vladimir Bodnartchouk, Denis Caromel, Christian Delbe, Fabrice Huet, et al.. Current State of Java for HPC. [Technical Report] RT-0353, INRIA. 2008, pp.26. ⟨inria-00312039⟩