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On the Parallelization of Network Di...
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ProQuest Information and Learning Co.
On the Parallelization of Network Diffusion Models.
Record Type:
Language materials, manuscript : Monograph/item
Title/Author:
On the Parallelization of Network Diffusion Models./
Author:
Rhomberg, Patrick.
Description:
1 online resource (167 pages)
Notes:
Source: Dissertation Abstracts International, Volume: 78-12(E), Section: B.
Contained By:
Dissertation Abstracts International78-12B(E).
Subject:
Applied mathematics. -
Online resource:
click for full text (PQDT)
ISBN:
9780355243789
On the Parallelization of Network Diffusion Models.
Rhomberg, Patrick.
On the Parallelization of Network Diffusion Models.
- 1 online resource (167 pages)
Source: Dissertation Abstracts International, Volume: 78-12(E), Section: B.
Thesis (Ph.D.)
Includes bibliographical references
In this thesis, we investigate methods by which discrete event network diffusion simulators may execute without the restriction of lockstep or near lockstep synchronicity. We develop a discrete event simulator that allows free clock drift between threads, develop a differential equations model to approximate communication cost of such a simulator, and propose an algorithm by which we leverage information gathered in the natural course of simulation to redistribute agents to parallel threads such that the burden of communication is lowered during future replicates.
Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2018
Mode of access: World Wide Web
ISBN: 9780355243789Subjects--Topical Terms:
1069907
Applied mathematics.
Index Terms--Genre/Form:
554714
Electronic books.
On the Parallelization of Network Diffusion Models.
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Rhomberg, Patrick.
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On the Parallelization of Network Diffusion Models.
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2017
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1 online resource (167 pages)
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Source: Dissertation Abstracts International, Volume: 78-12(E), Section: B.
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Adviser: Alberto M. Segre.
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Thesis (Ph.D.)
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The University of Iowa
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2017.
504
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Includes bibliographical references
520
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In this thesis, we investigate methods by which discrete event network diffusion simulators may execute without the restriction of lockstep or near lockstep synchronicity. We develop a discrete event simulator that allows free clock drift between threads, develop a differential equations model to approximate communication cost of such a simulator, and propose an algorithm by which we leverage information gathered in the natural course of simulation to redistribute agents to parallel threads such that the burden of communication is lowered during future replicates.
533
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Electronic reproduction.
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Ann Arbor, Mich. :
$c
ProQuest,
$d
2018
538
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Mode of access: World Wide Web
650
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Applied mathematics.
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1069907
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573171
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Electronic books.
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554714
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ProQuest Information and Learning Co.
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The University of Iowa.
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Applied Mathematics and Computational Sciences.
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1180644
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Dissertation Abstracts International
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78-12B(E).
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http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=10262070
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click for full text (PQDT)
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