Introduction................................................................................................ 152 Data Compilation Methods ...................................................................... 154 Helminthes and Early Humans .............................................................. 155 Nonhuman Primates ..........................................................................

Three approaches to implement genetic programming on GPU hardware are compilation, interpretation and direct generation of machine code. The compiled approach is known to have a prohibitive overhead compared to other two. This paper investigates methods to accelerate compilation of individuals for genetic programming on GPU hardware. We apply in-process compilation to minimize the compilation o...

This paper describes an empirical study of the SPECjvm98 benchmarks, using the Jalape~ no virtual machine. The study employs two compilers, a nonoptimizing compiler that is initially used to compile all application methods, and an optimizing compiler that is selectively used to recompile a parameterized set of hot methods based on past prooling. We view this study as a step in examining the fea...

For virtual machine implementations to achieve high performance, some form of translation of the virtual machine's input language into the native code of the host machine seems necessary. This translation process is often called justin-time (a.k.a. JIT) compilation, or sometimes dynamic compilation. The use of JIT compilation introduces a tension in virtual machine design: compilation time adds...

We provide a perspective on knowledge compilation which calls for analyzing different compilation approaches according to two key dimensions: the succinctness of the target compilation language, and the class of queries and transformations that the language supports in polytime. We argue that such analysis is necessary for placing new compilation approaches within the context of existing ones. ...

p. 1 Efficient Data Communication in Incomplete Hypercubes p. 13 Efficient Communication in the Folded Petersen Interconnection Networks p. 25 Compiling Rewriting onto SIMD and MIMD/SIMD Machines p. 37 A Compilation Technique for Varying Communication Cost NUMA Architectures p. 49 A Data Partitioning Algorithm for Distributed Memory Compilation p. 61 Towards a High Precision Massively Parallel ...

A global compilation of the neodymium isotopic composition of seawater is presented. With 880 data points, it confirms the gradual Nd increase for intermediate/deep water masses from the northwest North Atlantic, via the Austral and Indian oceans, to the Pacific. This confirms the usefulness of this tracer for studying large scale oceanic circulation. The compilation stresses the need for docu...