Monday, February 17
300 Yost Hall
Talk: 4:00 -- 5:00 p.m.
Refreshments: 3:30 -- 4:00 p.m. in 327
Yost
The most basic problem of Internet traffic engineering is determining the bandwidth (bits/sec), or link speed, required to carry a traffic load (bits/sec) offered to a single link and satisfy specified quality-of-service requirements for the traffic. The offered load is packets of varying sizes arriving for transmission on the link. Packets can queue up and are dropped if the queue size (in bits) is bigger than the buffer size (in bits) in which they are stored. For today's predominant traffic on the Internet, "best-effort" traffic, the applicable quality metrics are the queueing delay and the packet loss.
This bandwidth allocation problem, a critical issue for efficient engineering of the Internet, has received much attention in the network research literature. While important insight has been gained, the problem, in practical terms, has resisted solution due to a lack of comprehensive, valid statistical models for the packet arrivals and sizes. The required bandwidth depends on the queue-length process which, in turn, depends heavily on the statistical properties of the arrivals and sizes.
Equipped with recently developed statistical models for
arrivals and sizes, we develop a solution by finding the
bandwidth, b, required for a traffic load, t, subject to
the requirements of a maximum queueing delay, d (sec),
and a packet loss (percent of packets), w. The solution,
a statistical model for b as a function of t, d, and w,
is quite simple and employs some elements of the classical
Erlang queueing delay formula for Poisson arrivals and
exponential service times.[Co-Authors: Jin Cao and Don X. Sun]