Foto av Jukka K Nurminen

Jukka K Nurminen

Professor of Computer Science

  • PL 68 (Pietari Kalmin katu 5)

    00014

    Finland

1989 …2020

Forskningsoutput per år

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Personlig profil

Information om forskning och undervisning

LinkedIn: https://fi.linkedin.com/in/jukka-k-nurminen-6b0b6a1

Publications in Google Scholar https://scholar.google.fi/citations?user=cmftgn4AAAAJ 

Interests 

I am widely interested in the performance of efficient software systems and their construction. My most influential past work has been on energy-efficient software as well as on mobile peer-to-peer and cloud solutions. Currently, my main interests are on tools and techniques for developing data-intensive software systems. This includes testing of AI systems, technical solutions for ethical decision making as well as software development for new computational platforms like for quantum computers and for highly distributed edge computing.

CV

Education

Title of Docent, Software Technology, Helsinki University of Technology, 2007

Doctor of Science (Technology), Systems and Operations Research and Mathematics, Department of Engineering Physics and Mathematics, Helsinki University of Technology, 2003.
Thesis title: Modelling and implementation issues in circuit and network planning tools

Licentiate of Technology, Systems and operations research, Helsinki University of Technology, 1989.

Thesis title: Coupling symbolic and numeric computing in knowledge-based system: An application to electronics design

Diploma Engineer (Master of Science in Engineering) with honors, Systems and operations research, Helsinki University of Technology, 1986
Thesis title: Design and implementation of a mixed-integer programming system

Matriculation exam from Helsingin Suomalainen Yhteiskoulu, 1981

 

Knowledge of Languages: Finnish (native), English (fluent), Swedish (proficient), German (proficient), French (intermediate), Russian (beginner), Italian (beginner), Spanish (beginner)

Professional experience

Professor of Computer Science, University of Helsinki (04/2019 - present)

Software systems for data-intensive computing in natural sciences

Research Professor, VTT (02/2019-04/2019)

Software engineering

Principal Scientist, VTT (01/2016-02/2019)

Applied research on edge computing, prescriptive analytics, and optimization.

Adjunct Professor of Computer Science, Aalto University (01/2016-02/2021)(part-time)

Research and teaching on mobile and distributed computing.

Project Leader & Adjunct Scientist, Helsinki Institute of Physics (HIP) (01/2015-12/2017) (part-time)

Cooperating with CERN on the energy-efficiency of data analysis and scientific computing.

Professor of Practise of Computer Science, Aalto University (01/2011-12/2015)

Research and teaching of mobile cloud computing, energy-efficiency, and big data. Recruiting, acquiring funding, and managing a research team. Leading EU, EIT, and TEKES funded international research projects and CERN cooperation. Organizer of hackathons, summer schools, and workshops. Coauthor of over 100 scientific publications. H-index 33. Acquired over 1 MEUR research funding.

Principal Researcher and other applied research positions, Nokia Research Center (1986-2010)

Working on knowledge technology, intelligent planning tools, mobile cloud services, mobile peer-to-peer, and energy-efficiency of mobile applications.  Outcomes: multiple commercial used tools, internal ventures, open-source software (e.g. mobile BitTorrent with over 100.000 downloads), patent applications, scientific publications.

Research funding

2019-2021 EU Ecsel: AhTools as VTT PI: 815.000 EUR, as country coordinator Finland: 2.100.000 EUR

2015-17 HIP:  Green Big Data ~600.000 EUR, PI

2013-16 EU FP7: Cities as drivers of social change (CIVIS) 2013-2016 279.300 EUR, Aalto PI

2013-15 TEKES Finnish-China cooperation call: Everyday sensing (ESENS) 75.000 EUR, Aalto PI

2013 IoT SHOK: Integration with social web 50.000 EUR, Aalto PI

2013 EIT: Cloud computing summer school 20.000 EUR, Aalto PI

2012 Nokia: Adaptive video streaming energy optimization research 37.931,00 EUR, Aalto PI

2012 EIT: Cloud computing summer school 30.000 EUR, Aalto PI

Leadership and Teaching experience

Supervisor of 6 completed PhD thesis, 48 MSc thesis, 21 BSc thesis, and a number of seminar works

Opponent or preliminary examiner of 8 PhD and 1 Licentiate thesis

Responsible teacher of multiple courses including Mobile cloud computing, Network application frameworks, AI and system analysis

Explorations with new forms of teaching: Green campus hackathon, Data science hackathon, EIT Idea Challenge preparation course

Grade “excellent” in the assessment of teaching skills and merits at the University of Helsinki 2018 for tenure-track position evaluation

Overall grade “excellent” for teaching competence for Adjunct professorship nomination 2015 by Aalto University SCITEC

Patents and publications

Over 100 publications in scientific journals and conferences with around 3900 citations. Google h-index 35.

36 patent applications on the area of data analytics, mobile applications and solutions (position 23rd on the list of Top Inventors in Nokia from years 2000 to 2009).

Service to the research community

Guest editor of Machine Vision and Applications Journal: Special issue on “Intelligent Urban Computing with Big Data,” with Liu, W., Cui, P., Nurminen, J.K., and Wang, J., September 2017

TPC Co-chair of the Workshop on Hot Topics in Network and Service Management: 5G and Sliced Networks, Distributed Things and Blockchains (HotNSM 2019), Washington, D.C., USA, April, 2019

TPC Co-chair of the 4th International Conference on Cloud Computing and Intelligence Systems (CCIS 2016), Beijing, China, 2016

TPC Co-chair of the “Video delivery over mobile networks: solutions and performance evaluation” workshop as part of WiOpt 2013, 2014 conference

Project reviewer for EU FP7 program.

Expert evaluator of grant proposals for French, Dutch, Hungarian, Saudi-Arabian and Canadian research funding organizations.
Reviewer for over twenty journals and TPC member of tens of conferences.

 

Externa befattningar

Principal Scientist, Research Professor, VTT

jan 2016apr 2019

Professor of Practice, Aalto University

jan 2011dec 2015

Principal researcher, Project manager, Research engineer, Nokia Research Center

19862010

Adjunct Professor , Aalto University

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap

Publikationer

A computational framework for revealing competitive travel times with low-carbon modes based on smartphone data collection

Bagheri, M., Mladenovic, M., Kosonen, I., Nurminen, J. K., Roncoli, C. & Ylä-Jääski, A., 21 mar 2020, I : Journal of Advanced Transportation. 2020, 20 s., 4693750.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Object Detection in Design Diagrams with Machine Learning

Nurminen, J. K., Rainio, K., Numminen, J-P., Syrjänen, T., Paganus, N. & Honkoila, K., 2020, Progress in Computer Recognition Systems. Burduk, R., Kurzynski, M. & Wozniak, M. (red.). Cham: Springer Nature Switzerland, s. 27-36 10 s. (Advances in Intelligent Systems and Computing; vol. 977).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Fil

Understanding WiFi Cross-Technology Interference Detection in the Real World

Pulkkinen, T., Nurminen, J. K. & Nurmi, P., 2020, (!!Accepted/In press) Proceedings of the 40th International Conference on Distributed Computing Systems (ICDCS). IEEE Computer Society Conference Publishing Services

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Fil

A Unified Framework for 5G Network Management Tools

Nurminen, J. K. & Mfula, H., 2019, Proceedings - IEEE 11th International Conference on Service-Oriented Computing and Applications, SOCA 2018.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Cloud-based framework for simulation-based optimisation of ship energy systems

Lappalainen, J. TJ., Korvola, T., Nurminen, J. K., Lepistö, V. & Mäki-Jouppila, T., 2019, Proceedings of the 2nd International Conference on Modelling and Optimisation of Ship Energy Systems (MOSES2019). Theotokatos, G. & Coraddu, A. (red.). Glasgow: University of Strathclyde, s. 65-71 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Öppen tillgång
Fil

Aktiviteter

  • 6 !!Oral presentation
  • 3 !!Invited talk

Kumpi päättää paremmin, ihminen vai algoritmi? (in Finnish, Who decides better, human or algorithm?)

Jukka K Nurminen (!!Speaker)
13 mar 2020

Aktivitet: Typer för tal eller presentation!!Invited talk

Will machine learning result into explosion of ICT energy spending?

Jukka K Nurminen (!!Speaker)
5 maj 2020

Aktivitet: Typer för tal eller presentation!!Invited talk

Challenges of the testing of AI systems

Jukka K Nurminen (!!Speaker)
7 feb 2020

Aktivitet: Typer för tal eller presentation!!Oral presentation

Research on the engineering of AI systems

Jukka K Nurminen (!!Speaker)
10 feb 2020

Aktivitet: Typer för tal eller presentation!!Oral presentation

Testing AI and ethical issues

Jukka K Nurminen (!!Speaker)
21 jan 2020

Aktivitet: Typer för tal eller presentation!!Oral presentation