Contents Telektronikk - Telenor
Contents Telektronikk - Telenor
Contents Telektronikk - Telenor
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The situation is familiar: Some<br />
nice, new communication system<br />
with fancy facilities is installed,<br />
and everybody is happy. Until<br />
some day the system response<br />
gets slow, or blocking occurs<br />
more and more frequently. Something<br />
must be done, but what? In<br />
a simple network it may be a<br />
straightforward matter of adding<br />
capacity, even though on the way<br />
costly time is wasted. In the more<br />
complicated systems diagnosis is<br />
also more difficult. One may have<br />
to do systematic observations and<br />
carry out sophisticated analyses.<br />
The problem is no longer that of<br />
correct operation in accordance<br />
with the functional design of the<br />
system. It is rather a matter of<br />
how to give service to many<br />
uncoordinated users simultaneously<br />
by means of a system<br />
with limited capacity.<br />
With the extremely large and<br />
complicated telecommunications<br />
networks of today two main considerations<br />
may be pointed out: functionality and quality. An<br />
important subset of quality characteristics is that of traffic performance.<br />
A functionally good solution may at times be rather<br />
useless if the traffic dimensioning and control are inadequate. In<br />
this issue of “<strong>Telektronikk</strong>” teletraffic is chosen as the theme in<br />
focus.<br />
In the early days of telephony – around the last turn of the century<br />
– users encountered blocking and waiting situations because<br />
of shared subscriber lines, inadequate switchboard or<br />
operator capacity, or busy or unavailable called users. Later,<br />
trunk lines between switchboards became a concern, and the<br />
introduction of automatic switches – for all their advantages –<br />
stripped the network of intelligent information and control functions.<br />
Many of today’s teletraffic issues were in fact present in<br />
those early systems: shared media, limited transmission and<br />
switching capacities, control system limitations and called side<br />
accessibility. Like in the early days, blocking and delays result.<br />
The first systematic studies of teletraffic were carried out about<br />
ninety years ago. Several people initiated studies of telephone<br />
traffic, using probability theory. However, it was the Danish<br />
scientist A.K. Erlang who pioneered a methodical study that is<br />
still fully valid. His main publications appeared in the period<br />
1909 – 1926, with the most important contribution in 1917.<br />
The state of the development of teletraffic theory today can be<br />
illustrated in several ways. The main forum of contributions is<br />
the International Teletraffic Congress (ITC). Since 1955 fourteen<br />
congresses have taken place with increasing world-wide<br />
participation. Only at the last congress in 1994 more than 1500<br />
publication pages were presented. In addition, an impressive<br />
number of regional and national conferences on the subject take<br />
place. Many other telecommunications conferences include teletraffic<br />
as part of their program, and standards organisations have<br />
teletraffic on their agenda. Teletraffic theory is taught in many<br />
Guest editorial<br />
BY ARNE MYSKJA<br />
universities, journal articles<br />
abound, and numerous textbooks<br />
have appeared. Queuing theory<br />
and operations analysis are concepts<br />
closely related to teletraffic<br />
theory, but distinctions will not<br />
be discussed here.<br />
Traffic definition in itself is<br />
extremely simple. The instant<br />
traffic value at a certain point in a<br />
system is simply A(t) = i(t),<br />
0 ≤ i ≤ n, where i is the number of<br />
occupied servers among n accessible<br />
servers at that point. The<br />
mean traffic value A over a given<br />
interval T is the time integral of<br />
A(t) divided by T. Thus, a traffic<br />
value is simply given by a number<br />
with no denomination. Traffic<br />
is created by calls (arrivals) and<br />
service times, and the most basic<br />
traffic formula is Little’s formula:<br />
A = λ ⋅ s, where λ is the mean<br />
arrival rate in calls per time unit<br />
and s is the mean holding time.<br />
This formula applies to any part<br />
of a system or to the whole system,<br />
and it is independent of distributions, so that the single<br />
parameter A may often replace the two independent λ and s.<br />
Given the simplicity of concept, why then the virtually endless<br />
number of different cases and the complexity of problems? The<br />
answer is best given by first assuming the simplest conditions:<br />
time-invariant basic process, independence between single<br />
events and fully accessible service system. This is one single<br />
case, where only a small set of parameters is a matter of choice.<br />
However, as soon as one or more of these conditions are<br />
dropped, variations are virtually endless. Not only are the cases<br />
numerous, also the analyses grow much more complex.<br />
A question sometimes posed is: When electronics and software<br />
tend to produce functions of control, switching and transmission<br />
at a much lower cost now than earlier, would it be sensible to<br />
avoid sophisticated dimensioning and simply add capacity to be<br />
on the safe side? I readily admit that I find the question worth<br />
considering. Still, the proposition sounds like an echo. At each<br />
new major step in the development of telecom networks the<br />
focus of performance analysis has shifted. Up till now these<br />
shifts have not led to loss of interest in the performance issue.<br />
The increasing frequency of and attendance at teletraffic conferences<br />
bear witness to the opposite. But there is not only that evidence,<br />
there is also good reason behind. Simply trying to guess<br />
the needs would in many cases lead to underprovisioning of<br />
capacity with initial troubles and costly additions, or otherwise<br />
to overdimensioning with unknown amount of unnecessary capital<br />
invested. An interesting observation is that overdimensioning<br />
very often went undetected since nobody ever complained!<br />
My presumption is that one will always need to understand the<br />
mechanisms and to carry out analyses of traffic performance,<br />
whatever are the traffic types, the system solutions and the cost<br />
of establishment and operation. There are no indications that the<br />
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