Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET

Kenneth MacKenzie; Philip K. F. Hölzenspies; Kevin Hammond; Raimund Kirner; Vu Thien Nga Nguyen; Iraneus te Boekhorst; Clemens Grelck; Raphael Poss; Merijn Verstraaten

Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET

Kenneth MacKenzie, Philip K. F. Hölzenspies, Kevin Hammond, Raimund Kirner, Vu Thien Nga Nguyen, Iraneus te Boekhorst, Clemens Grelck, Raphael Poss, Merijn Verstraaten

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Abstract

We consider an ant-colony optimsation problem implemented on a multicore system as a collection of asynchronous stream- processing components under the control of the S-NET coordina- tion language. Statistical analysis and visualisation techniques are used to study the behaviour of the application, and this enables us to discover and correct problems in both the application program and the run-time system underlying S-NET.

Original language	English
Title of host publication	2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures
Number of pages	8
Publication status	Published - 1 Jan 2013
Event	2nd FD-COMA Workshop at HiPEAC Conference 2013 - Berlin, Germany Duration: 22 Jan 2013 → 22 Jan 2013 http://www.project-advance.eu/2012/07/fd-coma-workshop-2013/

Conference

Conference	2nd FD-COMA Workshop at HiPEAC Conference 2013
Country/Territory	Germany
City	Berlin
Period	22/01/13 → 22/01/13
Internet address	http://www.project-advance.eu/2012/07/fd-coma-workshop-2013/

Keywords

stream processing
ant-colony optimisation

Access to Document

rr_2013_FDCOMA13_snet_antcol_analysisLicence: CC BY

Cite this

@inproceedings{f6411c4a9c6540f996f9216ff6f2deaf,

title = "Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET",

abstract = "We consider an ant-colony optimsation problem implemented on a multicore system as a collection of asynchronous stream- processing components under the control of the S-NET coordina- tion language. Statistical analysis and visualisation techniques are used to study the behaviour of the application, and this enables us to discover and correct problems in both the application program and the run-time system underlying S-NET.",

keywords = "stream processing, ant-colony optimisation",

author = "Kenneth MacKenzie and H{\"o}lzenspies, {Philip K. F.} and Kevin Hammond and Raimund Kirner and Nguyen, {Vu Thien Nga} and {te Boekhorst}, Iraneus and Clemens Grelck and Raphael Poss and Merijn Verstraaten",

note = "Kenneth MacKenzie, Philip K. F. H{\"o}lzenspies, Kevin Hammond, Raimund Kirner, Vu Thien Nga Nguyen, Iraneus te Boekhorst, Clemens Grelck, Raphael Poss, Merijn Verstraaten, 'Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET'. Paper presented at the 2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures. Berlin, Germany, 12 January 2013.; 2nd FD-COMA Workshop at HiPEAC Conference 2013 ; Conference date: 22-01-2013 Through 22-01-2013",

year = "2013",

month = jan,

day = "1",

language = "English",

booktitle = "2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures",

url = "http://www.project-advance.eu/2012/07/fd-coma-workshop-2013/",

}

MacKenzie, K, Hölzenspies, PKF, Hammond, K, Kirner, R, Nguyen, VTN, te Boekhorst, I, Grelck, C, Poss, R & Verstraaten, M 2013, Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET. in 2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures. 2nd FD-COMA Workshop at HiPEAC Conference 2013 , Berlin, Germany, 22/01/13.

TY - GEN

T1 - Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET

AU - MacKenzie, Kenneth

AU - Hölzenspies, Philip K. F.

AU - Hammond, Kevin

AU - Kirner, Raimund

AU - Nguyen, Vu Thien Nga

AU - te Boekhorst, Iraneus

AU - Grelck, Clemens

AU - Poss, Raphael

AU - Verstraaten, Merijn

N1 - Kenneth MacKenzie, Philip K. F. Hölzenspies, Kevin Hammond, Raimund Kirner, Vu Thien Nga Nguyen, Iraneus te Boekhorst, Clemens Grelck, Raphael Poss, Merijn Verstraaten, 'Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET'. Paper presented at the 2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures. Berlin, Germany, 12 January 2013.

PY - 2013/1/1

Y1 - 2013/1/1

N2 - We consider an ant-colony optimsation problem implemented on a multicore system as a collection of asynchronous stream- processing components under the control of the S-NET coordina- tion language. Statistical analysis and visualisation techniques are used to study the behaviour of the application, and this enables us to discover and correct problems in both the application program and the run-time system underlying S-NET.

AB - We consider an ant-colony optimsation problem implemented on a multicore system as a collection of asynchronous stream- processing components under the control of the S-NET coordina- tion language. Statistical analysis and visualisation techniques are used to study the behaviour of the application, and this enables us to discover and correct problems in both the application program and the run-time system underlying S-NET.

KW - stream processing

KW - ant-colony optimisation

M3 - Conference contribution

BT - 2nd Workshop on Feedback-Directed Compiler Optimization for Multi-Core Architectures

T2 - 2nd FD-COMA Workshop at HiPEAC Conference 2013

Y2 - 22 January 2013 through 22 January 2013

ER -

Statistical Performance Analysis of an Ant-Colony Optimisation Application in S-NET

Abstract

Conference

Keywords

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