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Wesley Eddy, Mark Allman. Advantages of Parallel Processing and the Effects of Communications Time. Technical Report CR-209455, NASA Glenn Research Center, February 2000.
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Abstract:
Many computing tasks involve heavy mathematical calculations,
or analyzing large amounts of data. These operations can take
a long time to complete using only one computer. Networks such
as the Internet provide many computers with the ability to
communicate with each other. Parallel or distributed computing
takes advantage of these networked computers by arranging them
to work together on a problem, thereby reducing the time needed
to obtain the solution. The drawback to using a network of
computers to solve a problem is the time wasted in
communicating between the various hosts. The application of
distributed computing techniques to a space environment or to
use over a satellite network would therefore be limited by the
amount of time needed to send data across the network, which
would typically take much longer than on a terrestrial
network. This experiment shows how much faster a large job can
be performed by adding more computers to the task, what role
communications time plays in the total execution time, and the
impact a long-delay network has on a distributed computing
system.
BibTeX:
@techreport{EA00,
author = "Wesley Eddy and Mark Allman",
title = "{Advantages of Parallel Processing and the Effects of Communications Time}",
institution = "NASA Glenn Research Center",
year = 2000,
number = "CR-209455",
month = feb,
}
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