The Use of Java in High Performance Computing: A Data Mining Example
Download:
|
|
by David Walker, Omer Rana
http://www.csm.ornl.gov/~walker/JAVA/../papers/hpcn99.ps
Add To MetaCart
Abstract:
Abstract. The role of Java in high performance computing is discussed with particular reference to the efforts of the Java Grande Forum to develop Java into the environment of choice for large-scale, resourcehungry applications. The support provided in HPJava for the design of parallel Java programmes is outlined, and its use demonstrated with a data mining application based on a neural network.
Citations
| 140 | Communication optimizations for irregular scientific computations on distributed memory architectures – Das, Uysal, et al. - 1994 |
| 77 | A more efficient RMI for Java – Nester, Philippsen, et al. - 1999 |
| 21 | The design and implementation – Choi, Ostruchov, et al. - 1994 |
| 15 | Optimising bounds checking in Java programs – Midkiff, Moreira, et al. - 1998 |
| 15 | Efficient remote method invocation – Veldema, Nieuwport, et al. - 1998 |
| 8 | Java Grande Forum Report: Making Java Work for High-End Computing – Forum - 1998 |
| 7 | Language Bindings for a Data-Parallel Runtime – Carpenter, Fox, et al. - 1324 |
| 7 | Is Java ready for computational science – Philippsen - 1998 |
| 1 | the Java numerics web page at http://math.nist.gov/javanumerics – See |
| 1 | the EPCC Java bencmark suite web page at http://www.epcc.ed.ac.uk/research/javagrange – See |
