Hi: During the Hiroshima IETF, there was some discussion on
how to use the provisioned bandwidth for ALTO [1].

I suspect that one reason why there hasn't been a more
in-depth list discussion on this topic after Hiroshima may be
the lack of public availability of specific characteristics
of residential networks.  Some aspects we touched upon in
the Hiroshima discussion included the frequency by which
the IP address changes to make it long-term reliable host
identifier, etc.

At about the same time we were meeting in Hiroshima, the
ACM IMC conference was taking place in Chicago.  One of the
papers there is entitled "On dominant characteristics of
residential broadband Internet traffic" by Maier et al. [2].
The data is based on 20,000 residential DSL lines belonging to
a major European ISP (we probably should stay away from
drawing a general conclusion for other access methods like
cable and fiber.)  Regardless, the paper makes for some
interesting reading and provides some insight into DSL
residential broadband.

The findings in here are interesting and we can use some
of these for our work in ALTO.  To summarize some of the
work:

1) Less than a quarter of active lines exceed 50% of their
 bandwidth for even one second over a 5m period.  During the
 day, 50-60% of the active lines achieve at least a 10% band-
 width utilization.

2) Session durations are surprisingly short -- a median
 duration of only 20-30m.

3) IP addresses are re-assigned frequently, with up to 4%
 of addresses assigned more than 10 times a day, and 50%
 are reassigned at least twice in 24h (in other words,
 the use of IP addresses as host identifiers can be
 misleading over fairly short time scales.)

4) HTTP dominates (> 50% of traffic) in terms of bytes due
 to streaming of Youtube videos, etc.

5) Examining TCP round-trip times, for many TCP connections the
 access bandwidth-delay product exceeded the advertised windows,
 making it impossible for the connection to saturate the
 access link.

[1] Item 3 in http://trac.tools.ietf.org/wg/alto/trac/wiki/Ietf76
[2] G. Maier, A. Feldmann, V. Paxon, and M. Allman, "On dominant
 characteristics of residential broadband Internet traffic,"
 Proceedings of the 9th ACM SIGCOMM conference on Internet
 measurement conference (IMC), pp. 90-102, November 2009.

Thanks,

- vijay
--
Vijay K. Gurbani, Bell Laboratories, Alcatel-Lucent
1960 Lucent Lane, Rm. 9C-533, Naperville, Illinois 60566 (USA)
Email: v...@{alcatel-lucent.com,bell-labs.com,acm.org}
Web:   http://ect.bell-labs.com/who/vkg/
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