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Meta-level programmability is beneficial for parallel/distributed object-oriented computing to improve performance, etc. The major problem, however, isinterpretation overhead due to mta-circular interpretation. To solve this problem, we propose a compilation framework for object-oriented concurrent reflective languages using partial evaluation. Since traditional partial evaluators do not allow us to directly deal with meta-circular interpreters written with concurrent objects, we devised techniques such as pre-/post-processing, a new proposedpreaction extension to partial evaluation in order to handle side-effects, etc. Benchmarks of a prototype compiler for our language ABCL/R3 indicate that (1) the meta-level interpretation is essentially 'compiled away,' and (2) mta-level optimizations in a parallel application, running on a Fujitsu MPP AP1000, exhibits only 10--30% overhead compared to the hand-crafted source-level optimization in a non-reflective language.

Compiling away the meta-level in object-oriented concurrent reflective languages using partial evaluation