PROGRAMME 9:00 Welcome to the first DIGIT event, Peter Gorm Larsen, AU/ENG 9:30 Machine Learning for Media Data Analysis, Alexandros Iosfidis, AU/ENG 10:00 Application of neural networks analysis in medicine, Lars Nørvang Andersen, AU/MATH 10:30 Coffee break and demonstration stands 11:00 Multi-Party Computation, Jesper Buus Nielsen, AU/CS 11:30 Optimisation of harvesting operations, Morten Bilde, AGCO A/S 12:00 13:00 Lunch 13:00 Introduction to the INTO-CPS Technology, Peter Gorm Larsen, AU/ENG 13:20 Use of INTO-CPS for large ship engines at MAN, by Nicolai Pedersen, MAN 13:40 Agricultural robotics, by Frederik Foldager, Agro Intelligence 14:00 Building automation for HVAC systems, Luis Couto, UTRC 14:20 Routing for electric vehicles, Christian König, TWT 14:40 A distributed railway interlocking system, Julien Ouy, ClearSy 15:00 Coffee break and demonstration stands 15:30 17:00 General Assembly for the INTO-CPS Association, chaired by Peter Gorm Larsen
WELCOME TO THE FIRST DIGIT EVENT Professor Peter Gorm Larsen Leader of the DIGIT Centre AU UNIVERSITET
DIGITALISATION CHANGE CHALLENGES environment E + capabilities I of product x implies goals G. to be aware of and monitor changes Current strategy off-line product evolution requirements analysis, design, implementation, redeployment Future needs run-time product adaptation Ideas originally due to Parnas and Jackson
VISION AND MISSION FOR DIGIT The vision of DIGIT is to carry out excellent cross-disciplinary research to provide a recognized contribution to the worldwide digital transformation of society to the benefit of mankind. The mission of DIGIT is to significantly strengthen the AU/ST position in the general area of digitalisation both nationally as well as internationally.
ORGANISATION AND INVOLVEMENT
RESEARCH ACTIVITIES 1. Smart products with focus on Cyber-Physical Systems 2. Science and Engineering of Machine Intelligence 3. Cyber-Security 4. Big Data Analysis 5. Internet of Things
SMART PRODUCTS WITH FOCUS ON CYBER-PHYSICAL SYSTEMS Professor Peter Gorm Larsen; MSc, PhD Worked 17 years in industry (IFAD, Systematic); at IHA/AU since 2005 Reviewer for EU and other countries on Research projects and applications Consultant for most large defence contractors on large complex projects Mostly proud of the firmware of NFC chip in 250+ million phones Served on 70+ program committees both as member and as chair Has written books and 150+ articles (in particular about VDM and CPS) Member of the Danish Council for Independent Research (FTP) Currently coordinating INTO-CPS (8M ) + take part in 4 other externally funded projects See http://pure.au.dk/portal/da/pgl@eng.au.dk for details
LEVELS OF SMARTNESS Internet of Things ITOS project (Danish Industry) Support for how to get started Cyber-Physical Systems Big data Machine learning Speciality engineering Safety Security Dependability https://hbr.org/2014/11/how-smart-connected-products-are-transforming-competition
SELF-MANAGED ADAPTIVE SYSTEMS Dependability and safety are essential!
SYSTEM OF SYSTEMS INTEROPERABILITY Think in an ecosystem setting The value of the product is affected by its interoperability Not everything can be controlled by one organisation
CONTINUATION FROM INTO-CPS
STATISTICS WITH FOCUS ON HIGH FREQUENCY DATA Professor Mark Podolskij; MSc, PhD Analysis of high frequency and high dimensional data for 15 years Supervised 7 PhD students and 6 Postdocs Written around 50 articles on statistics, probability and mathematical finance Served as director of MATCH (MAThematics Center Heidelberg) in 2013 Leader of Ambit Fields: Probabilistic Properties and Statistical Inference Reviewer and jury member of various international research committees Member of the editorial board of 7 international journals
SCIENCE AND ENGINEERING OF MACHINE INTELLIGENCE Professor (Docent) Henrik Karstoft; MSc, PhD Worked 20+ years with Computer Vision, Machine Learning and Signal Processing in industry and IHA/AU (since 1995) Research on Computer Vision, Machine Learning and Signal Processing with 50+ articles Supervision of 8 PhD students (incl. Industrial PhD) and 2 Postdocs (incl. Industrial Postdoc) Supervision of 50+ thesis students, 65+ bachelor projects Head of the MSc program in Electrical Engineering and Computer Engineering at Aarhus University See http://pure.au.dk/portal/da/hka@eng.au.dk for details
CYBER SECURITY Associate Professor Jesper Buus Nielsen; MSc, PhD Researched cryptography for 15+ years Supervised 10+ PhD students Written a book and 70+ articles on cryptography Served on 40+ program committees both as member and as chair Reviewer for EU on research projects and applications Co-founder of two spin-off companies using secure multiparty computation See http://cs.au.dk/~jbn/ for details
BIG DATA ANALYSIS Associate Professor Ira Assent; MSc, PhD Research in Big Data: data analysis and management for 15 years Supervisor of 6 PhD students, more than 30 MSc students Published 80+ peer-reviewed articles on Big Data Served on 50+ program committees both as member and as chair Principle investigator for several research projects on Big Data Analysis Reviewer for Councils in Norway, Israel, Germany on research projects and applications See http://cs.au.dk/research/data-intensive-systems/projects/ for details
INTERNET OF THINGS Associate Professor Daniel Enrique Lucani Rötter; MSc, PhD Research in network coding, 5G, Cloud/Edge storage, Internet of Things IEEE Communications Society Outstanding Young Researcher EMEA Region 2015 Bell Labs Prize 2017 Phase 2 (top 18 out of 330 proposals) AAU Talent Award 2016 Principal Investigator: 10+ Mio DKK awarded in grants 8 patents and applications 140+ Peer-reviewed scientific publications (2 Best paper awards) Supervision: 7 graduated PhDs, 3 PhDs ongoing, 1 PostDoc, 10+ Master projects Reviewer for applications for COST actions, EU, Portuguese FCT, and other agencies See here for details
INNOVATION INSTRUMENTS Bridging between basic and applied research with an idea bank Bridging between AU and the surrounding society with a new rent a researcher scheme Monthly internal status lunch meetings with research presentations (also for talent development) Yearly internal events organised by the centre Collaboration with more business oriented researchers AU DIGIT Industry Applied research Basic research Academia Idea bank
NEXT EVENT: FEBRUARY 1 ST 2018 AT KATRINEBJERG In collaboration with Intel Nervana on machine learning Draft programme: 11:30 11:35: Welcome by Henrik Karstoft, AU/ENG 11:35-11:45: Workshop Overview Agenda Intel Program 11:45-12:30: What is Data Science & Machine Learning by Intel Engineer 12:30-13:15: Lunch 13:15-14:15: Intel Deep Dive Technical Training Deep Learning 101 by Intel Engineer 14:15-14:30: Intel Software Student Developer Program for AI by Intel Program Manager 14:30 15:00: Social Challenge Results Closing Remarks Q&A Networking
SEPTEMBER 2017 PETER GORM LARSEN DIGIT CENTRE LEADER