Practice and Experience in Using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures
Practice and Experience in Using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures Heterogenity in Computing Workshop (HCW) held in conjunction of the 35th IEEE International Parallel and Distributed Processing Symposium (IPDPS) Portland, Virtual Conference, 2021-05-17 – 2020-05-21 [ EVENT ] [ Slides ~21.3 MB (pdf) ] Practice and Experience in Using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures Thanks for a great conference workshop @IPDPS 2021 HCW Workshop 👉slides: https://t.co/SHaiOm3w6R… 👉talk recording: https://t.co/Ze00JSAd1q@Haskoli_Islands @uni_iceland @fzj_jsc @fz_juelich @helmholtz_ai @helmholtz_en @EuroHPC_JU @EuroHpc @CoeRaise @DEEPprojects @EOSC_Nordic — Morris Riedel (@MorrisRiedel) May 18, 2021
Eric Michael Sumner
Lecture at a Domestic Conference Simulation and Data Lab – Accoustic and Tacticle Engineering (ACUTE), 2nd Icelandic HPC Community Workshop, October 28, 2021, University of Iceland, Groska, Room Ada, Reykjavik, Iceland [ Slides ~1.09 MB (pdf) ] Lecture at an Academic Symposium, Seminar or Forum for Academic Groups Sound Engineering, RAISE CoE All Hands Meeting (AHM), November 24, 2021, virtual conference [ Slides ~1.19 MB (pdf) ]
Service – Overview
Organisation of International Scientific Conferences Chair 1st International Icelandic High Performance Computing (IHPC) Community Workshop, August 11, 2021, Reykjavik, Iceland [ Web Page ] Topic Chair Data Management, Analytics and Deep Learning 26th Euro-Par Conference, August 24-28, 2020, Warsaw, Poland [ Web Page ] Program Committee Member 2020 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2020), December 17-19, 2020, Exeter, UK [ Web Page ] Program Committee Member 10th IEEE International Conference on Big Data and Cloud Computing (BDCloud 2020), December 17-19, 2020, Exeter, UK [ Web Page ] Program Committee Member The 22nd IEEE International...
Media – Overview
2022 RAISE CoE Training: LSTM and GRU Morris Riedel, Reza Hassanian 2022-10-31, Public YouTube Online Training and Teaching Seminar Abstract The RAISE CoE EU project works on nine different engineering use cases (see: https://www.coe-raise.eu/use-cases) that bring researchers and experts from the industry together to co-design intertwined AI and HPC methodologies for the Exascale era. These methodologies’ goal is to be usable by various scientific and engineering applications to enable AI at Exascale (see: https://www.coe-raise.eu/ai-exascale). While several of these applications adopt deep learning methods for image processing, such as Convolutional Neural Networks (CNNs), many other use cases require sequence analysis methods...
Publications – Overview
Academic Articles Articles published in ISI Journal with a High Impact Factor Hassanian, R., Riedel, M., Yeganeh, N., Unnthorsson, R.: A Practical Approach for Estimating the Optimum Tilt Angle of a Photovoltaic Panel for a Long Period—Experimental Recorded Data, Journal of MDPI Solar, vol. 1, no 1, 2021[ JOURNAL ] [ DOI ] [ JUSER ] [ GOOGLE SCHOLAR ] [ RESEARCHGATE ] Maassen, O., Fritsch, S., Palm, J., Deffge, S., Kunze, J., Marx, G., Riedel, M., Schuppert, A., Bickenbach, J.: Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey, Journal of Medical...
Teaching – Overview
Teaching Experience Adjunct Lecturer, Lecturer, Senior Lecturer or Professor University Course: High Performance Computing – Advanced Scientific Computing, REI204M, School of Engineering and Natural Sciences, University of Iceland, Iceland, Spring 2022 [ MORE ] University Course: Cloud Computing and Big Data – Parallel and Scalable Machine Learning and Deep Learning, REI504M, School of Engineering and Natural Sciences, University of Iceland, Iceland, Spring 2021 [ MORE ] University Course: High Performance Computing – Advanced Scientific Computing, REI204M, School of Engineering and Natural Sciences, University of Iceland, Iceland, Spring 2021 [ MORE ] University Course: Cloud Computing and Big Data – Parallel...
HPC – Course Spring 2022
High Performance Computing – Course Spring 2022 Advanced Scientific Computing 16 university lectures with additional practical lectures for hands-on exercises in context The University of Iceland, School of Engineering and Natural Sciences Faculty of Industrial Engineering, Mechanical Engineering and Computer Science Spring 2022 TBD
Cloud Computing and Big Data – Course Fall 2021
Cloud Computing and Big Data – Course Fall 2021 Parallel & Scalable Machine Learning & Deep Learning 16 university lectures with additional practical lectures for hands-on exercises in context The University of Iceland, School of Engineering and Natural Sciences Faculty of Industrial Engineering, Mechanical Engineering and Computer Science Fall 2021 More information about lecture materials will follow soon.
HPC – Course Spring 2021
High Performance Computing – Course Spring 2021 Advanced Scientific Computing 16 university lectures with additional practical lectures for hands-on exercises in context The University of Iceland, School of Engineering and Natural Sciences Faculty of Industrial Engineering, Mechanical Engineering and Computer Science Spring 2021 More information about slide materials will follow soon.
https://orcid.org/0000-0003-1810-9330