We gathered population and Gross Domestic Product (GDP) data for each
country from the (public) United States CIA World Factbook [CIA
Factbook]. We derived Internet resource data, specifically the number of
IP addresses, prefixes, and autonomous systems (ASes) present in the
interdomain [BGP]
routing system as observed from routing tables for major
Internet backbones provided by the University of Oregon's RouteViews
project RouteViews].
We identified the country of origin for Internet
addresses using our NetGeo [NetGeo]
tool. In order to map Internet
addresses to physical locations, we assume that each prefix (a contiguous
block of Internet addresses) resides in the same country as the AS that
originally announces that prefix into the Internet routing system.
Distribution of announced IPv4 (129673 prefixes, 15361 ASes)
and IPv6 (612 prefixes, 324 ASes)
Metrics
- ASes
autonomous systems, the units of BGP routing
policy (either single networks or groups of networks) representing a
single administrative entity and controlled by a common network
administrator. The Internet is a collection of ASes whose
communication is negotiated via BGP peering sessions.
- prefixes
slices of Internet address space that
can be independently routed
- IP addresses
the absolute number of addresses that
are inside a country's set of prefixes
Discussion:
Lorenz curve:
In contrast with IPv4, globally routable IPv6-addressable entities
are thus far more equitably distributed among first world countries.
IPv6 is a relatively new addressing system, and its strongest deployment
thus far has been for research purposes or to facilitate new applications
on pervasively deployed Internet-capable personal devices such as cell
phones and PDAs. Technologies that use IPv6 to provide increased security
will also affect IPv6 adoption in the near future.
Thus far, IPv6 has been adopted most quickly
in first world countries with extensive Internet
infrastructure and economically driven technical innovation.
While this oligopoly in IPv6 deployment contrasts with the
early U.S. monopoly on IPv4 addressing resources,
it actually magnifies the inequality in Internet
address resources relative to GDP. In particular, the 65% of the world
population in countries without extensive Internet infrastructure
experience even greater inequality in IPv6 addressing resource distribution
than in IPv4 address distribution. A mitigating factor is the sheer number
of IPv6 addresses, which will decrease the likelihood of hoarding by richer
or more powerful nations.
The figure to the left plots the information in the bar chart above using a
Lorenz curve. The Lorenz curve is traditionally used in economics to
describe inequality in wealth distribution. The Lorenz curve is a
function of the cumulative proportion of ordered population groups sorted
by their corresponding size. If all groups consume the resource
equitably, the Lorenz curve is a straight diagonal line (the `line of
equality'). Unequal distributions will generate Lorenz curves below this
line. The more area between the Lorenz curve and the line of equality,
the greater is the inequality in resource distribution. We have labeled
points on the right Y-axis corresponding to the top seven countries
announcing resources into the global Internet routing system.
We note that if we were to use a population distribution granularity
finer than `country', we would see an even stronger degree of
inequality, in particular for countries like China and India, where a small
percentage of the population is connected to the Internet and a much larger
percentage is not connected.
AS Path Lengths:
This graph compares the AS path length of IPv4 and IPv6. The main feature
that can be seen is that IPv4 graphs are much shorter then IPv6. There is
also the bimodal distribution seen in IPv6 which is not seen in IPv4,
likely reflecting a bottleneck in the topology seen
from the small number of IPv6 peers at RouteViews.
References:
|
[BGP] |
K. Lougheed and Y. Rekhter., RFC 1106,
"Border Gateway Protocol (BGP)" |
|
[RouteViews] |
Meyer, D. University of Oregon RouteViews Project. |
|
[NetGeo] |
Moore, D., R. Periakaruppan, J. Donohoe, and K.C. Claffy.
"Where in the World is netgeo.caida.org?" |
Acknowledgements
This material is based upon work supported by
the National Communications System,
the National Science Foundation,
WIDE , and
Cisco Systems.