Without the Transmission Control Protocol (TCP), the web would cease to
function properly. Acting much like a crossing guard, the TCP regulates
internet traffic to ensure that online congestion is kept to a minimum.
A number of different algorithms have been put to use over the years
but ultimately they all share the same limitation: they are designed by
humans and base decisions around in-built assumptions about the network.
According to PopSci,
researchers at MIT have developed Remy, a computer program designed to
produce congestion-controlling algorithms that adapt to the current
usage scenario. The end result is an internet service that is two to
three times faster than what is currently available today. In order to
churn out such impressive speeds, the system makes use of several
user-fed inputs. For example, Remy needs estimates on the required
bandwidth, the number of simultaneous users, and how intensive the
programs will be.
For the sake of time, Remy tries to focus on the most important network
tweaks. Even by simplifying the algorithm process and prioritizing
certain characteristics, the selection program can take anywhere from
four to twelve hours to compute, and will spit out more than 150
if-x-then-y rules for operating.
Hari Balakrishan, an author of the MIT paper, explained the motivation
behind the computer-driven system. “When you have even a handful of
connections, or more, and a slightly more complicated network, where the
workload is not a constant—a single file being sent, or 10 files being
sent—that’s very hard for human beings to reason about. And computers
seem to be a lot better about navigating that search space.”
So how effective is this MIT brainchild? Early studies show that the
automated crossing guard increases throughput for a cell network by 30
percent, and delays are reduced by 25 to 40 percent. Although these
figures are encouraging, we must remember that these tests have only
been conducted in a lab setting.
Until Remy demonstrates success in the real open internet, the concept
is little more than an intriguing hypothesis. Only time will tell it's
true importance to the scientific community, as well as to the general
public.
source
MIT develops automated TCP algorithms, tripling internet speeds
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