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parallelsbm-paper [2017/08/04 07:10] – [Status] gdangelo
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 +====== Parallel Sort-Based Matching for Data Distribution Management on Shared-Memory Multiprocessors ======
  
 +====== Authors ======
 +
 +  * [[https://www.moreno.marzolla.name/|Moreno Marzolla]]
 +  * [[http://www.cs.unibo.it/gdangelo|Gabriele D'Angelo]]
 +
 +====== Abstract ======
 +
 +//In this paper we consider the problem of identifying intersections
 +between two sets of d-dimensional axis-parallel rectangles. This is
 +a common problem that arises in many agent-based simulation studies,
 +and is of central importance in the context of High Level Architecture
 +(HLA), where it is at the core of the Data Distribution Management
 +(DDM) service. Several realizations of the DDM service have been
 +proposed; however, many of them are either inefficient or inherently
 +sequential. These are serious limitations since multicore processors
 +are now ubiquitous, and DDM algorithms -- being CPU-intensive -- could
 +benefit from additional computing power. We propose a parallel version
 +of the Sort-Based Matching algorithm for shared-memory
 +multiprocessors. Sort-Based Matching is one of the most efficient
 +serial algorithms for the DDM problem, but is quite difficult to
 +parallelize due to data dependencies. We describe the algorithm and
 +compute its asymptotic running time; we complete the analysis by
 +assessing its performance and scalability through extensive
 +experiments on two commodity multicore systems based on a dual socket
 +Intel Xeon processor, and a single socket Intel Core i7 processor.//
 +
 +====== Keywords ======
 +
 +   * Data Distribution Management; High Level Architecture; Parallel Algorithms; Sort-Based Matching
 +
 +====== Status ======
 +
 +IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications (DS-RT 2017), oct 18—20, 2017, Rome, Italy.
 +
 +====== Resources ======
 +
 +  * All the source code and the scripts used in the paper (plus the raw data obtained by the experiments) is available for {{pads:DDM-DSRT.tgz|download}}.
parallelsbm-paper.txt · Last modified: 2020/01/17 10:28 by gda

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