© 2015 J.B. Lewoc et al., licensee De Gruyter Open.
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Open Comput. Sci. 2015; 5:51–59
Research Article Open Access
Józef B. Lewoc*, Antoni Izworski, Antonina Kieleczawa, Marion A. Hersh, Nicolae Bulz, and
Erich Leitgeb
Exemplary industrial system and network modeling in Poland
DOI 10.1515/comp-2015-0005
Received November 14, 2011; accepted July 21, 2015
Abstract: The paper presents the exemplary industrial
system models from the event-driven simulator up to
A pproximate n etwork a nalytical p erformance e valuation
s ystem t ool (Anapest). The basic approximations assumed
in Anapest are roughly discussed together with the basic
network configuration for which the tool was developed.
The two basic ways of Anapest validation, i.e. the inter-
nal network measuring tool Sitwa and event-driven simu-
lation are depicted. In addition, the major network perfor-
mance evaluation projects run till now described, together
with the basic outcome from Anapest.
Keywords: computer network; industrial; performance
evaluation; performance prediction; tool
1 Introduction
1.1 The very beginning
The applications of real-time computers in automation in
Poland (the case-study country) began in late sixties, from
the steel rod mill manufacturing control and coordination
project [1]. The system (Ref. Figure 1) monitored and con-
trolled the steel rod traffic characteristics, as well as co-
ordinated the manufacturing process in accordance with
short-term production plans. The solution was novel not
only in the case-study country. The system designers had
to cope with the two very severe local problems:
– any detailed technical information on similar solu-
tions known in e.g. well-developed countries was very
hardly available (a result of so called cold war),
*Corresponding Author: Józef B. Lewoc: Design, Research
and Translation Agency Leader Wroclaw, Poland, E-mail:
leader@provider.pl
Antoni Izworski: Wroclaw University of Technology
Antonina Kieleczawa: Instytut Automatyki Systemów Energety-
cznych Sp. z o. o., Wrocław, Poland
Marion A. Hersh: University of Glasgow, Scotland
Nicolae Bulz: Romanian Academy of Science
Erich Leitgeb: Graz University of Technology, Austria
– the computer hardware and software available (in this
specific case, the Polish Odra 1204 computer of a very
nice logical design but slower roughly of one rank of
order than computers available then to designers in
Western countries) were obsolete of some 5-10 years (a
result of unreasonable embargos: the Red Army had
no problems with providing their missiles and fight-
ers with the world most modern electronics while the
designers working for civilian applications could not
buy a good computer).
This situation that was continued almost till the political
change in Poland in 1989 exerted major impacts on per-
formance evaluation in the case-study country: the per-
formance problems were more difficult and important for
actual industrial design since the available hardware and
basic software were obsolete in comparison with those
available in the West while similar applications implied
similar performance requirements, and had to be solved
autonomously since even if any actually useful informa-
tion on performance were available, it would not be, ob-
viously, disclosed to the industrial designers of the case-
study country.
And such was the case for the steel rod-mill controls
system; a co-designer of the system did a thorough sur-
vey of available queuing theory methods and found no
one appropriate for their industrial problems even in the
most renown references [2–5]. Therefore, he developed
an Event-Driven Simulator (EDS) of the central computer
based control system [6] and carried out the necessary sim-
ulation runs. All questions interesting the two designers
were answered positively (in particular, the impossibility
to lose any photo-relay signals was confirmed). Moreover,
EDS enabled for the designers to understand much better
their own solutions from the viewpoint of performance.
1.2 Another Simulation Study of
Performance
The steel rod mill control system could be developed
with use of two priority levels only: background and fore-
ground, but this may be infeasible for other centralized
control systems. Therefore, the Lead ing Designer (Leader)
developed the other simulation algorithms needed for in-
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