Design of a Method-Level Speculation framework for boosting irregular JVM applications
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- 作者：Ivo Anjo ; ivo.anjo@ist.utl.pt" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Joã ; o Cachopo joao.cachopo@ist.utl.pt" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Automatic parallelization ; Method-Level Speculation ; First-class continuations ; Software Transactional Memory ; OpenJDK HotSpot JVM
- 刊名：Journal of Parallel and Distributed Computing
- 出版年：2016
- 出版时间：January 2016
- 年：2016
- 卷：87
- 期：Complete
- 页码：13-25
- 全文大小：1449 K
文摘
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JaSPEx-MLS: an automatic parallelization framework for JVM applications.
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Uses Method-Level Speculation.
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Custom STM extended with support for futures, value prediction, and captured memory.
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Optimized execution with custom thread pool buffering and task freezing mechanisms.
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Works on top of the HotSpot JVM and is able to obtain speedups over the Oracle JVM.