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UID:196@lincs.fr
DTSTART;TZID=Europe/Paris:20120509T140000
DTEND;TZID=Europe/Paris:20120509T150000
DTSTAMP:20170328T124603Z
URL:https://www.lincs.fr/events/d-iteration-asynchronous-distributed-compu
 tation/
SUMMARY:D-iteration: asynchronous distributed computation
DESCRIPTION:We present a first evaluation of the potential of an
 asynchronous distributed computation associated to the recently proposed
 approach\, D-iteration: the D-iteration is a fluid diffusion based
 iterative method\, which has the advantage of being natively distributive.
 It exploits a simple intuitive decomposition of the matrix-vector product
 as elementary operations of fluid diffusion associated to a new algebraic
 representation. We show through experiments on real datasets how much this
 approach can improve the computation efficiency when the parallelism is
 applied: with the proposed solution\, when the computation is distributed
 over K virtual machines (PIDs)\, the memory size to be handled by each
 virtual machine decreases linearly with K and the computation speed
 increases almost linearly with K with a slope becoming closer to one when
 the number N of linear equations to be solved increases.
CATEGORIES:Seminars,Youtube
LOCATION:LINCS Meeting Room 40\, 23\, avenue d'Italie\, Paris\, 75013\,
 France
GEO:48.8283983;2.3568972000000485
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TZID:Europe/Paris
X-LIC-LOCATION:Europe/Paris
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DTSTART:20120325T030000
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
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