Plenary 4 – Big Data Analytics IG Session
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Discussion
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1100-1230 on Thursday 27 march
ChairsPeter Baumann <p.baumann@jacobs-university.de>Kuo Kwo-Sen <kuo@bayesics.com>Morris Riedel <m.riedel@fz-juelich.de>Presentations – Day 1Morris Riedel – Classification Techniques in Remote Sensing Research using Smart Data Analytics- Forschungszentrum Jülich, Germany and University of Iceland, Reykjavik
- Remote sensing use case, classify satellite image pixels into land-cover classes (trees, soil, …)
- Parallel support vector machine (SVM) technology comparison
Shabaz Memmon – Ultrascan and Brain Analytics- Forschungszentrum Jülich, Germany
- Two use cases:
- Ultracentrifugation experimentation in the analysis of biological and synthetic macromolecules
- Human brain functionality understanding based on cross section block images
- Ultrascan (US3) based on MPI
- Random Forrests and SVM with RBF kernels
Geoffrey Fox – Data Analytics at Digital Science Center @SOIC- Indiana University, Bloomington, USA
- Integration of HPC with the Apache Big Data Stack
- 16 different use cases
Presentations – Day 2
Wo Chang – RDA Big Data Activities- National Institute for Standards and Technology (NIST), Gaithersburg, USA
- Presentation of the NIST Big Data Analytics Reference Architecture
- Fingerprint Analysis Use Case
Kuo Kwo-Sen – Automated Identification of Episodes of Earth Science Phenomena- Bayesian & NASA, Maryland, USA
- In-array database analytics using SciDB
- Blizzard Observation Use Case
Peter Baumann – Use Case Array Databases- Jacobs University, Munich, Germany
- Agile array analytics on top of the rasdaman array database
- Various use cases, including stock trading, social networks, climatology, HEP and genomes
Hugh Shanahan – NGS Transcriptomic Workflows- Royal Holloway, University of London, UK
- NGS Transcriptomic Workflow from trace data to expemerimentation
- Sequencing pipeline and storage
Frank Seinstra – Big Compute meets Big Data- Netherlands eScience Center, Amsterdam, The Netherlands
- eSTeP – eScience Technology Plattform (AEther, Xenon, …), bridging science and industry
- Different use cases (supernova detection, climate research, …)
SlidesSee attachements
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