CURRICULUM VITAE. for Ernst Nordström. Personal Data. Born in Uppsala, Sweden, on April 12, Married; father to Jenny.

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CURRICULUM VITAE for Ernst Nordström Personal Data Born in Uppsala, Sweden, on April 12, 1966 Married; father to Jenny. Academic Qualifications Jun. 1985 Mar. 1992 Sep. 1995 Dec. 1998 Gymnasieexamen at Natural Science Program, Falun Master of Science in Engineering Physics, Uppsala University Thesis: Interpretation of Results from Artificial Neural Networks Used for Error Diagnostics within Telecommunication Licentiate in Computer Systems, Uppsala University Opponent: Soren Blaabjerg Thesis: Neural Networks for Traffic Control in ATM Networks Ph.D in Computer Systems, Uppsala University Opponent: Michal Pioro Thesis: Markov Decision Problems in ATM Traffic Control Professional activities Jun. 1986 Jul. 1987 Computer programmer, Administrative software development, Televerket, Falun Jun. 1988 Aug. 1988 Operator, Control of paper manufacturing process, Kvarnsvedens Paper Mill, Borlänge Jun. 1989 Aug. 1989 Computer programmer, Technical software development for design of mechanical bearings, KLF -ZVL OMNIA, Zilina, Slovakia Jun. 1990 Aug. 1990 Computer programmer, Technical software development for JAS 39 Gripen: image classification tools, Ericsson Radar, Kista Aug. 1991 Jan. 1992 Master thesis worker, Application of artificial intelligence to error management of AXE switches, Ellemtel Telecommunication Systems Laboratories, Älvsjö Feb. 1992 Dec. 1998 PhD thesis worker, Application of stochastic models to telecom network routing, Department of Computer Systems, Uppsala University Aug. 1996 Oct. 1996 Senior researcher, Modelling of telecom traffic control, Department of Telecommunications, Technical University of Denmark, Denmark Jan. 1999 May 2000 Associate professor, Teaching and research, Department of Computer Systems, Uppsala University Jun. 2000 Aug. 2000 Senior researcher, Simulation of telecom link operation, Ericsson Traffic Lab, Budapest, Hungary Sep. 2000 Jun. 2008 Associate professor, Teaching and research, Department of Economics and Social Sciences, Dalarna University Jul. 2008 Sep. 2009 Self employed, Development of own company BizOpt Research, Falun Oct. 2009 present Telecom engineer, Administration of rail traffic management systems, Department of Traffic Systems, Swedish Transport Administration 1

Outcome of work at Swedish Transport Administration Professional goals Envisioning new technical functions in green transportation systems Specify performance models (RAM) and economic models (LCC) of railway infrastructure Specify control mechanisms of railways as a complex technical systems Specify technical market based instruments (MBI) for deregulated railway maintenace Specialities Reliability, Availability, Maintainability (RAM) of rail traffic management infrastructure Life cycle costs (LCC) of rail traffic management infrastructure Functional and technical system integration (SI) for rail traffic control Service Level Agreement (SLA) for telecommunication services Administration of rail traffic management organisation Role of public authority as professional buyer and user of railway maintenance services Results 60+ strategic/technical documents Network with professional contacts Outcome of work at BizOpt Research Professional goals Help customers build ICT systems that are attractive for subscribers and profitable for operators Perform design and analysis of ICT business models and help customers to choose competitive business strategies Specialities Business modelling : Design of business models for DTV operators Qualitative analysis of business models Techno -economic analysis of business cases Future TV services : Modelling of interactive and social TV services Modelling of consumer value of TV services Human-Computer Interaction (HCI) Human factors Consumer psychology Traffic engineering : Packet traffic modelling Packet schedulers 2

Packet-level performance (QoS) evaluation Call traffic modelling Call admission control Unicast and multicast QoS routing Call-level performance (GoS) evaluation Results 6 strategic/ technical reports available at home page www.bizopt.se Network with R&D contacts Outcome of work at university Teaching activities Period: 1992-2008 Covered topics Applications Technology Models Algorithms modelling, performance analysis and control of computers and telecommunications network s computer technology, Internet technology, wireless technology, network security stochastic models decision optimisation: modelling, prediction and control of decision values ; artificial intelligence, cryptography Courses Hardware description language Operating Systems Data communication Wireless communication Network modelling Network modelling Operations research Algorithms and complexity Cryptography B-level, 3 lectures B-level, 4 lectures B-level, 50 lectures C-level, 50 lectures D-level, 45 lectures PhD-level, 9 lectures D-level, 6 lectures D-level, 10 lectures B-level, 12 lectures Master thesis supervision Covered topics Telecom network management 3

Modelling of telecom traffic Performance evaluation of telecom networks Traffic control in telecom networks Master thesis supervision Period: 1994-2008 Factory LAN network design Network signalling for set up/release of telecom connections Internet access technologies Internet traffic transfer protocols Admission control of telecom connections Routing of telecom connections Scheduling of telecom traffic transfer s Monitoring of telecom traffic flows Modelling of telecom traffic flows Evaluation of telecom traffic schedulers Evaluation of telecom network availability Configuration of telecom traffic schedulers Network emulation/traffic generation Rate scheduling of radio access links TV content recommendation algorithms 5 theses 4 theses 1 theses PhD thesis supervisor 1998-2000 Reinforcement learning for admission control and routing, Assistant supervisor, Uppsala university 2003-2006 Image classification of road signs, Assistant supervisor, Dalarna university Research projects 1992-1995 Performance evaluation of telecom packet switches, Licentiate thesis project, Uppsala university 1995-1998 Optimal resource allocation in telecom networks, PhD thesis project, Uppsala university 2001-2008 Performance evaluation and optimisation of resource utilisation in fixed and mobile telecommunication networks, Senior research project, Dalarna university Research results 4 refereed journal articles 16 refereed conference articles Own software simulator for evaluation of resource allocation policies in telecom networks Network with research contacts 4

Sabbaticals 1996 Department of Telecommunication, Technical University of Denmark, Lyngby, Denmark (3 months) 2000 Ericsson Traffic Laboratory, Budapest, Hungary (3 months ) Board member at Faculty and Department at university 2002-2004 Utbildnings och Forskningsnämnden, Dalarna university 2004-2005 Institutions nämnden Kultur, Media, Data, Dalarna university Accademic merits 1995 Published one article in IEEE Communications Magazine (Invited) 2005-2007 Published three articles in European Transactions on Telecommunications 1998 Offered position as associate professor in Telecommunications at Lund university 2009 Offered position as associate professor in Telecommunications at Blekinge university Additional 1989-1991 Member of the International group, VDala Nation, Uppsala 1994-1995 Project leader of Uppsala ATM pilot 2000-2008 Examinator of Bachelor and Master theses in Computer Systems at Dalarna University, selected years 2008 Evaluator of PhD thesis in traffic engineering at Budapest University of Technology and Economics 5