Bulletin
100, August 97
Resource Management in Telecommunications:
Problems and directions
Ken TOTTON, British
Telecom Laboratories, Ipswich, UK
Tuesday, September
23, 9.00 - 10.30
Abstract
This presentation focuses
on telecommunications as a source of challenging problems for the operations
research community. We specifically focus on resource management
problems and the role of optimisation algorithms. Three representative
problems are introduced and motivated, namely, communications bandwidth
allocation, work force scheduling and mobile channel assignment.
Each of these problems is of key business significance to BT's daily operational
effectiveness.
In each case the problem
features and context and discussed, followed by approaches investigated
by researchers at BT Laboratories. We report on the conclusions reached
to date. Finally we draw some general lessons from these domains and give
some insight into future directions of optimisation work. It is hoped that
focusing on the problem characteristics and the approaches being adopted
will stimulate further interdisciplinary discussion of novel solution techniques.
Biographical Sketch
For the last 6 years, Ken
Totton has led the Data Mining Group within the Applied Research and
Technology Department at BT Laboratories, Ipswich, UK.
A graduate of Cambridge
University (MA Electrical Sciences) and Brunel University (MSc Microelectronics
Systems), Ken has been with BT Laboratories for 17 years. His career has
encompassed VLSI design and test, computer-aided design tools for VLSI
self-test, artificial intelligence based diagnostic systems, and for the
past eight years, intelligent systems and machine learning technology.
Since 1990, he has built
up research and applications of data mining for an extensive range
of BT internal units. This has given him a comprehensive knowledge
of advanced applications of data mining in telecommunications, an understanding
of the capabilities and limitations of existing techniques as applied to
large scale 'real world' databases. He has also been instrumental in fostering
relationships with UK academics interested in data mining. He has a substantial
list of publications, and is a member of the Institution of Electrical
Engineers and a Chartered Engineer. Currently he is on secondment to BT's
Industry Sector Sales, developing new propositions for BT Corporate customers.
Aged 38, Ken is married,
has two sons, and lives in rural Suffolk. He enjoys aquatics, video, cycling
and is an active member of his local church.
Ken TOTTON
Manager Data Mining /Intelligent
Systems
British Telecom Laboratories
Ipswich, IP5 3RE, England
Tel: +44 1473 605 510
Fax: +44 1473 642 459
ken.totton@bt-sys.bt.co.uk
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