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[Swarmfest2009] Abstract submission for SwarmFest Santa Fe
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From: |
Kenneth Lloyd |
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Subject: |
[Swarmfest2009] Abstract submission for SwarmFest Santa Fe |
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Date: |
Fri, 1 May 2009 13:30:24 -0600 |
Swarmfest 2009: June 28-30, 2009 in Santa Fe, New
Mexico
Abstract
Proposed is a paper and a
demonstration.
The
paper and demonstration details a system and method of agent based
simulation in contexts to be simulated on a hybrid, heterogeneous
compute cluster. Specifically, we shall demonstrate an extension of the
Systems Modeling Language (SysML) into temporal and environmental contexts. The
resulting models form input, bias and outputs to a topology and weight evolving
artificial neural network (TWEANN). The network is evolved on the cluster
using a massively parallel implementation of NVidia's Compute Unified Device
Architecture (CUDA).
The
simulation shall be performed on GenCluster, a hybrid,
heterogeneous Rocks/CUDA cluster located in Albuquerque,
NM.
We
shall show how these ABM mod/sim/vis techniques may be applied to general
problem spaces, but we shall also provide insight into a specific implementation
of an intelligent distributor (ID) that is used to partition tasks and data for
MPP used within the compute cluster to improve effectiveness and efficiency of
the compute fabric.
This
novel computational fabric is termed Networked Instruction, Multiple Data
(NIMD).
Kenneth A. Lloyd - Watt Systems Technologies
Inc.
Greg
Scantlen - Creative Consultants, LLC.
Gary
Scnntlen - Creative Consultants, LLC
============================
Kenneth A. Lloyd
CEO - Director of Systems
Science
Watt Systems Technologies Inc.
Albuquerque, NM USA
kenneth.lloyd[at]wattsys.com
kenneth.lloyd[at]incose.org Research
Director - MBSE of Complex, Adaptive and Stochastic Systems
kenneth.lloyd[at]nmug.net
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