Design and performance analysis of a distributed Java Virtual Machine

Mihai Surdeanu, Dan Moldovan

Research output: Contribution to journalArticle

11 Scopus citations

Abstract

This paper introduces DISK, a distributed Java Virtual Machine for networks of heterogenous workstations. Several research issues are addressed. A novelty of the system is its object-based, multiple-writer memory consistency protocol (OMW). The correctness of the protocol and its Java compliance is demonstrated by comparing the nonoperational definitions of Release Consistency, the consistency model implemented by OMW, with the Java Virtual Machine memory consistency model (JVMC), as defined in the Java Virtual Machine Specification. An analytical performance model was developed to study and compare the design trade-offs between OMW and the lazy invalidate Release Consistency (LI) protocols as a function of the number of processors, network characteristics, and application types. The DISK system has been implemented and running on a network of 16 Pentium III computers interconnected by a 100Mbps Ethernet network. Experiments performed with two applications: parallel matrix multiplication and traveling salesman problem confirm the analytical model.

Original languageEnglish (US)
Pages (from-to)611-627
Number of pages17
JournalIEEE Transactions on Parallel and Distributed Systems
Volume13
Issue number6
DOIs
StatePublished - Jun 1 2002
Externally publishedYes

Keywords

  • Consistency models
  • Java Virtual Machine
  • Memory consistency protocols
  • Object-oriented distributed shared memory
  • Performance analysis

ASJC Scopus subject areas

  • Signal Processing
  • Hardware and Architecture
  • Computational Theory and Mathematics

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