PhD - Gent Zwijnaarde | More than two weeks ago
We are looking for a researcher with strong modelling and algorithmic skills needed to advance this field.
The Internet Technology & Data Science Lab (IDLab) is an imec research group at Ghent University and the University of Antwerp. IDLab focuses its research on internet technologies and data science. Bringing together more than 300 internet experts, we develop technologies outperforming current solutions for communication subsystems, high speed and low power networking, distributed computing and multimedia processing, machine learning, artificial intelligence and web semantics. IDLab has a unique research infrastructure used in numerous national and international collaborations.
IDLab collaborates with many universities and research centers worldwide and jointly develops advanced technologies with industry (R&D centers from international companies, Flanders’ top innovating large companies and SMEs, as well as numerous ambitious start-ups).
The IDLab NetModel team where this vacancy is offered consists of engineers and scientists who are building models for wired Internet architectures and optical networks. The NetModel group investigates network control mechanisms, network optimization and performance-related aspects of networks. The group has a strong track record in the domains of algorithm design, optical networks, network resilience and sofware-defined networking.
Novel multi-processor network architectures for high performance computing
Today’s top-notch high-performance computing (HPC) systems are technologically very advanced, providing unprecedented resources for e.g. big science, artificial intelligence, deep learning, climate modelling and big data. Together with our partners in research projects, we are investigating network architectures for deterministic and high-speed interconnection between the distributed processors of these HPC systems. In these projects, the IDLab NetModel team is responsible for the design of novel routing and network control algorithms. The PhD research will encompass a very broad exploration of topologies in the link- and networking layer. This includes varying design parameters as well as comparing a range of multi-stage switching or multi-layer network architectures. The PhD research will also examine the design of network control algorithms in support of HPC workloads by involving the setup and scheduling of connections and/or broadcasting trees, considering the underlying (electrical or optical) network and the bandwidth, data access, and timing requirements defined by the applications. These algorithms will allocate resources, optimizing performance while accounting for power saving techniques, such as managing sleep mode for various components of the network.
In order to face the different research challenges in this domain, we are looking for a researcher with strong modelling and algorithmic skills needed to advance this field.
This PhD position is available immediately and is open until the vacancy is filled. The position is not open for post-docs.
Your application should include: