Publication Details
Evolutionary Design of OAB and AAB Communication Schedules for Networking Systems on Chips
Dvořák Václav, prof. Ing., DrSc.
One-to-All Broadcast, All-to-All Broadcast, Evolutionary algorithms,
Interconnection networks
Since chip multiprocessors are quickly penetrating new application areas in
network and media processing, their interconnection architectures become
a subject of optimization. One-to-All Broadcast (OAB) and All-to-All Broadcast
(AAB) group communications are frequently used in many parallel algorithms and if
their overhead is excessive, performance degrades rapidly with processor count.
This paper deals with the design of a new application specific Bayesian
Optimization Algorithm (BOA) and Standard Genetic Algorithm (SGA), that both
produce almost optimal communication schedules for an arbitrary multiprocessor
topology. We demonstrated the optimization process on hypercube and AMP topology
using WH (Wormhole) switching.
@inproceedings{BUT22288,
author="Jiří {Jaroš} and Václav {Dvořák}",
title="Evolutionary Design of OAB and AAB Communication Schedules for Networking Systems on Chips",
booktitle="MEMICS 2006 Second Doctoral Workshop on Mathematical and Engineering Methods in Computer Science",
year="2006",
pages="63--68",
publisher="Masaryk University",
address="Mikulov",
isbn="80-214-3287-X",
url="http://www.fit.vutbr.cz/~jarosjir/pubs/MEMICS06.pdf"
}