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  4. High-Throughput Maps on Message-Passing Manycore Architectures: Partitioning versus Replication
 
conference paper

High-Throughput Maps on Message-Passing Manycore Architectures: Partitioning versus Replication

Shahmirzadi, Omid  
•
Ropars, Thomas  
•
Schiper, André  
2014
Euro-Par 2014 Parallel Processing
20th International European Conference on Parallel Processing

The advent of manycore architectures raises new scalability challenges for concurrent applications. Implementing scalable data structures is one of them. Several manycore architectures provide hardware message passing as a means to efficiently exchange data between cores. In this paper, we study the implementation of high-throughput concurrent maps in message-passing manycores. Partitioning and replication are the two approaches to achieve high throughput in a message-passing system. Our paper presents and compares different strongly-consistent map algorithms based on partitioning and replication. To assess the performance of these algorithms independently of architecture-specific features, we propose a communication model of message-passing manycores to express the throughput of each algorithm. The model is validated through experiments on a 36-core TILE-Gx8036 processor. Evaluations show that replication outperforms partitioning only in a narrow domain.

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Type
conference paper
DOI
10.1007/978-3-319-09873-9_45
Author(s)
Shahmirzadi, Omid  
Ropars, Thomas  
Schiper, André  
Date Issued

2014

Published in
Euro-Par 2014 Parallel Processing
Start page

536

End page

547

Subjects

High-throughput Map

•

Message-Passing Manycore Architecture

•

Replication

•

Partitioning

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LSR-IC  
Event nameEvent placeEvent date
20th International European Conference on Parallel Processing

Porto, Portugal

August 25-29, 2014

Available on Infoscience
May 9, 2014
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/103264
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