Scientist Discover Anternet managed by Ants same way Internet is managed by Humans
Scientist Discover Anternet managed by Ants same way
Internet is managed by Humans
Stanford researchers discover the 'anternet'
A collaboration between a Stanford ant biologist and a computer
scientist has revealed that the behavior of harvester ants as they forage for
food mirrors the protocols that control traffic on the Internet.
By Bjorn Carey
On the surface, ants and the Internet don't seem to have
much in common. But two Stanford researchers have discovered that a species of
harvester ants determine how many foragers to send out of the nest in much the
same way that Internet protocols discover how much bandwidth is available for
the transfer of data. The researchers are calling it the "anternet."
Deborah Gordon, a biology professor at Stanford, has been
studying ants for more than 20 years. When she figured out how the harvester
ant colonies she had been observing in Arizona decided when to send out more
ants to get food, she called across campus to Balaji Prabhakar, a professor of
computer science at Stanford and an expert on how files are transferred on a
computer network. At first he didn't see any overlap between his and Gordon's
work, but inspiration would soon strike.
"The next day it occurred to me, 'Oh wait, this is
almost the same as how [Internet] protocols discover how much bandwidth is
available for transferring a file!'" Prabhakar said. "The algorithm
the ants were using to discover how much food there is available is essentially
the same as that used in the Transmission Control Protocol."
Transmission Control Protocol, or TCP, is an algorithm
that manages data congestion on the Internet, and as such was integral in
allowing the early web to scale up from a few dozen nodes to the billions in
use today. Here's how it works: As a source, A, transfers a file to a
destination, B, the file is broken into numbered packets. When B receives each
packet, it sends an acknowledgment, or an ack, to A, that the packet arrived.
This feedback loop allows TCP to run congestion
avoidance: If acks return at a slower rate than the data was sent out, that
indicates that there is little bandwidth available, and the source throttles
data transmission down accordingly. If acks return quickly, the source boosts
its transmission speed. The process determines how much bandwidth is available
and throttles data transmission accordingly.
It turns out that harvester ants (Pogonomyrmex barbatus)
behave nearly the same way when searching for food. Gordon has found that the
rate at which harvester ants – which forage for seeds as individuals – leave
the nest to search for food corresponds to food availability.
A forager won't return to the nest until it finds food.
If seeds are plentiful, foragers return faster, and more ants leave the nest to
forage. If, however, ants begin returning empty handed, the search is slowed,
and perhaps called off.
Prabhakar wrote an ant algorithm to predict foraging
behavior depending on the amount of food – i.e., bandwidth – available.
Gordon's experiments manipulate the rate of forager return. Working with
Stanford student Katie Dektar, they found that the TCP-influenced algorithm
almost exactly matched the ant behavior found in Gordon's experiments.
"Ants have discovered an algorithm that we know
well, and they've been doing it for millions of years," Prabhakar said.
They also found that the ants followed two other phases
of TCP. One phase is known as slow start, which describes how a source sends
out a large wave of packets at the beginning of a transmission to gauge
bandwidth; similarly, when the harvester ants begin foraging, they send out
foragers to scope out food availability before scaling up or down the rate of
outgoing foragers.
Another protocol, called time-out, occurs when a data
transfer link breaks or is disrupted, and the source stops sending packets. Similarly,
when foragers are prevented from returning to the nest for more than 20
minutes, no more foragers leave the nest.
Prabhakar said that had this discovery been made in the
1970s, before TCP was written, harvester ants very well could have influenced
the design of the Internet.
Gordon thinks that scientists have just scratched the
surface for how ant colony behavior could help us in the design of networked
systems.
There are 11,000 species of ants, living in every habitat
and dealing with every type of ecological problem, Gordon said. "Ants have
evolved ways of doing things that we haven't thought up, but could apply in
computer systems. Computationally speaking, each ant has limited capabilities,
but the collective can perform complex tasks.
"So ant algorithms have to be simple, distributed
and scalable – the very qualities that we need in large engineered distributed
systems," she said. "I think as we start understanding more about how
species of ants regulate their behavior, we'll find many more useful
applications for network algorithms."
The paper, "The Regulation of Ant Colony Foraging
Activity without Spatial Information," appears in the August 23 issue of
PLoS Computational Biology.
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Press Release by Stanford news
Press Release by Stanford news
Reality views by sm –
Monday, August 27, 2012
Tags – ANTERNET
2 comments:
this would be perfect for upcoming marvel movie antman
@MEcoy
thanks.