DNA

Design of Networking Algorithms

Welcome at DNA

The research group "Design of Networking Algorithms" is part of IDLab - Ghent University and imec. Our work focuses on the practical use of fast computational techniques in the industries, building solid and scientific foundations at the same time.

Learn more about us or get in touch if you want to cooperate with us on your next project.

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Industrial projects

We have successful cooperation with industrial partners since 15 years. Typically, we work together solving difficult problems in scientifc solid ways. Our approach builds upon thorough experience in efficient computations and accurate modelling, always focusing on pragmatic integrations and proven improvements.

Fundamental research

Our research focuses on computer science with practical applications. Having insight in the fundamentals allows us to publish new and creative research in multiple application domains like transportation and logistics, bio-informatics, social networks, optical networking and many more...

Teaching and education

A very important aim of our group is educating the next generation of graduates, not only teaching them purely scientific theories but also learning them to adapt to the practicalities of working effectively in the industries. Courses are mainly on networks, algorithms and mathematics.

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Application domains

Transport and logistics

Many problems within the sector of transportation and logistics can be easily modelled as graph theoretic optimization challenges, but many problem-specific constraints and conditions create an enormous field of research. However, well-known optimization techniques can often solve the problems, thanks to the underlying inherent network structure of the field. Expert knowledge of graph algorithms and datastructures, combined with a pragmatic view, result in high-quality solutions to many problems.

Bio-informatics

In the past few years we have seen an exponential growth in available genetic datasets, which become hard-to-process using classical techniques. To discover the inner workings of organisms, there is a need to unravel the genetic interactions which are hidden in these databases. Clever and specialized datastructures, combined with state-of-the art computational infrastructure allows us to push the frontiers of science in this domain.

Computer networks

Connectivity becomes more and more a necessity in our high-tech world. High throughput can only be delivered by fast and fail-safe optical networks. These so-called backbones-of-the-internet must be carefully studied and designed, in order to make them future-proof and adaptable to the ever changing world. As new technological solutions become available to the market, we can adapt the network so it delivers better performance. Algorithmic design and optimization techniques allow us to strive for the best implementation.

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Featured projects

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About us

The research group DNA is led by P. Audenaert under the supervision of M. Pickavet and D. Colle.

Prof. P. Audenaert received the M.Sc. in pure mathematics (Summa Cum Laude), and the Ph.D. degree with a focus on theoretical aspects of computer science from Ghent University, in 2000 and 2004, respectively. He was a laureate at the Flemish Mathematics Competition and received a Knuth Reward Check (Stanford University). Currently, he is affiliated with Ghent University/imec and works in the field of networks in its broadest sense: from communication networks and logistic networks, to protein-interactions and social networks. To this aim, he specializes in graphs and algorithms with a focus on applying theoretical results in the field of computer science. This entails e.g. data-modeling, computational analysis and statistical forecasting but also applications as raytracing & video-analysis or distributed hash tables. He (co-)authored numerous scientific publications, 3 US patents and 1 EU patent.

His daily responsibilities include the supervision of PhD students and the coordination of research projects with both academic and industrial partners. He gives direction to a group of young & enthusiastic researchers in data-structures and algorithms and likes to develop large software architectures together with them. Next to that, he lectures on mathematics, graph theory and datastructures & algorithms at the civil engineering and industrial engineering departments of Ghent University.

Our Team

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Get in touch.

Our group is always open and interested in cooperation. If you have any questions, or feel that we might help you with some problems you have, please get in touch.

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