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  • 标题:Memory Organization and Optimization for Java Workloads
  • 本地全文:下载
  • 作者:K. F. Chong, Anthony S. Fong
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2006
  • 卷号:6
  • 期号:11
  • 页码:284-291
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:Java has become a popular paradigm in software development. It is widely used in embedded systems and network computing because of its excellent robustness, modularity and security. Its built-in garbage collection automatically reclaims unused memory space. Current generational garbage collector works well with programs containing massive short-lived objects. However, the existence of hot-mature (frequently-accessed and long-lived) objects inhibits object reclamation. In this paper, we present two methodologies to exploit the locality for these objects. Firstly, we employ an on-chip scratchpad memory in memory hierarchy to preserve young and hot-mature objects. This reduces energy consumption and data accessing cycles for Java execution. Secondly, we introduce a pretenuring technique to segregate objects into separated memory regions based on object lifetimes and reference densities, which minimizes the amount of object copying during garbage collections.
  • 关键词:Cache and memory systems, Java, memory management, high-performance computer architecture
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