Contents Telektronikk - Telenor
Contents Telektronikk - Telenor
Contents Telektronikk - Telenor
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50<br />
The life and work of Conny Palm<br />
– some personal comments and experiences<br />
BY ROLF B HAUGEN<br />
This paper is an introduction to the life<br />
and works of the great Swedish teletraffic<br />
theoretician Conny Palm. The<br />
focus is on how I personally have used<br />
and experienced Palm’s work throughout<br />
the years rather than trying to<br />
make an exhausted review. Through<br />
this flash back of my years of work in<br />
teletraffic, it is unavoidable not to<br />
mention a few other teletraffic researchers<br />
that came into “my way”.<br />
Nevertheless, the theme throughout<br />
the paper is always Palm and his work.<br />
1 Introduction<br />
The science of Teletraffic theory, founded<br />
by Erlang in the beginning of this century,<br />
has always had a strong foothold in<br />
Scandinavia. The field was first dominated<br />
by the Danes, then gradually Swedish<br />
groups became dominant, until finally,<br />
on the threshold of the seventies, a relatively<br />
strong build-up started in Norway.<br />
By that time professor Arne Myskja and<br />
his colleagues in Trondheim were engaged<br />
in traffic measurements with subsequent<br />
analyses and several interesting<br />
studies of subscriber behavior. At<br />
Kjeller, Richard Solem was busy building<br />
up a scientific group at Norwegian<br />
Telecom Research (NTR) with a rather<br />
broad focus. The teletraffic group at<br />
NTR, the T-group, was soon to be a force<br />
centre in the Norwegian community, initiating<br />
activities in Trondheim as well as<br />
numerous places in Oslo, like the Norwegian<br />
Computer Centre, STK, EB, other<br />
departments of Norwegian Telecom, to<br />
mention but a few.<br />
Personally, I had the privilege to join the<br />
Kjeller group in the middle of the seventies<br />
after some years as ‘traveling’ physicist.<br />
Coming from the University of Oslo<br />
rather than from NTH as did the others in<br />
the group, I was perhaps a bit of an outsider.<br />
However, since we were all physicists<br />
of one kind or another, I quickly fell<br />
in with the professional as well as the<br />
social activities in a fairly acceptable<br />
way. And the atmosphere and activities<br />
in the group were just incredible! It is<br />
rare in any profession to meet so many<br />
extraordinary gifted people in one and<br />
the same group. The T-group soon<br />
became a concept at the institute. Practical<br />
jokes were numerous and legendary,<br />
and in social activities like sports, games,<br />
partying, etc., the challenge at NTR was<br />
always: the T-group versus the rest! But<br />
the professional flag was nevertheless<br />
kept high!<br />
Although my main fields of study were<br />
physics and mathematics, I embarked on<br />
a course in statistics, quite by impulse, at<br />
one point during my studies. By chance, I<br />
chose the subject Probability theory with<br />
a text book written by William Feller, a<br />
person unknown to me at that time. But<br />
seldom have I been more fascinated! It<br />
was obvious that Feller had practical<br />
experience in the field of probability; his<br />
examples and explanations were related<br />
to real life situations. And his approach<br />
and mathematical treatment of the problem<br />
was done in such an intuitive way<br />
that we hardly realized that we, in fact,<br />
were working with the fundamentals of<br />
the underlying theory. Even as a student I<br />
grasped the freshness of his treatment<br />
and was stricken by his pedagogic ability<br />
in explaining intricate problems in a<br />
simple way.<br />
Feller brought me into the world of<br />
stochastic processes, a world fascinating<br />
in itself. But equally fascinating was<br />
Feller’s treatment. I certainly remember<br />
being introduced to the state equations,<br />
the so called birth and death processes<br />
based on equilibrium considerations.<br />
Feller also introduced me to the generating<br />
functions, a powerful means of solving<br />
discrete processes. It was incredible<br />
with which elegance and virtuosity Feller<br />
solved intricate probability problems<br />
with the help of these functions! At least,<br />
so it seemed to me at that stage of my<br />
education.<br />
Hardly could I then know that later, and<br />
for a long period of my life, I was to have<br />
the above mentioned processes and solution<br />
techniques as my daily work. I<br />
remember vaguely that I was introduced<br />
to the names Erlang and Palm; Erlang<br />
being the person behind the state equations<br />
that became the origin of queuing<br />
theory, and Palm one of the pioneers in<br />
establishing the mathematical fundament<br />
of those theories. I also seem to remember<br />
that some of the examples and solutions<br />
in the text book went back to Palm.<br />
Even if I at that time had no inclination<br />
towards telecommunications, I certainly<br />
grasped that Erlang had to do with telephony.<br />
Palm’s background, though, was<br />
more diffuse to me.<br />
Another eight years were to pass before I<br />
again ‘met’ with the two mentioned pioneers.<br />
I had then started at NTR, read the<br />
fundamentals of traffic theory and joined<br />
a project team analyzing the telephone<br />
network of Oslo, the so-called ARONproject.<br />
This project was a collaboration<br />
between STK and NT, represented by<br />
NTR, Technical Department and Region<br />
Oslo. One of the activity leaders was<br />
Eliot Jensen, then at STK, who for me<br />
became like a tutor in the teletraffic area.<br />
The strange thing was that the very first<br />
technical paper I was presented to by<br />
Eliot in this project was, in fact, an article<br />
by Palm: Calcul exact de la perte dans<br />
les groupes de circuits échelonnés [1].<br />
Here, Palm discusses the solution of a<br />
simple grading with the help of state<br />
equations. No closed form solution was<br />
given by Palm, and I set out to solve the<br />
problem by generating functions. It turned<br />
out, though, that no general closed<br />
form could be found by this technique,<br />
either. Hence, I ended up solving the<br />
whole thing numerically on a computer.<br />
This possibility was definitely not easy at<br />
hand in the thirties when Palm looked<br />
upon the problem!<br />
2 Conny Palm<br />
Conny Palm was one of the most brilliant<br />
scientists in the history of teletraffic<br />
theory. Or perhaps I should say, in the<br />
history of queuing theory, since Palm<br />
really laid the mathematical fundamentals<br />
of this theory. He was born in 1907,<br />
joined the Royal Institute of Technology<br />
in Stockholm in 1925, finished, in practice,<br />
his studies in 1931 but did not take<br />
his final exam in electrical engineering<br />
until 1940. For nine years he was thus<br />
what we would call an eternal student!<br />
However, his nine extra student years<br />
were by no means lazy years. From his<br />
publication list we find seven papers<br />
dated 1940 or earlier. From 1934 he<br />
worked within the area of telephony and<br />
joined Ericsson in 1936. He was an<br />
active participant at Cramér’s seminars<br />
on mathematical statistics at Stockholm’s<br />
University where he in 1937 met William<br />
Feller. This meeting turned out to be an<br />
important one for further development of<br />
the theory of stochastic processes; it was<br />
a meeting between an academic scholar<br />
searching for the fundamentals of probability<br />
theory and a ‘practical’ engineer<br />
who happened to have many of the<br />
answers. Palm had obtained these<br />
answers through his own work and the<br />
work of his predecessors within telephony.<br />
According to Cramér: “Palm presented<br />
a unique, mature and clarified<br />
view on his ideas of probability theory”.<br />
And in fact, in 1950 Feller himself wrote:<br />
“Waiting time and trunking problems for<br />
telephone exchanges were studied long<br />
before the theory of stochastic processes<br />
was available and had a stimulating