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Moving GeoInformatics Workloads
into the Cloud: Real-World Examples
of Enabling Collaborative Research
• Raoul Miller
• Oracle for
Research
• Samuel Xavier-
de-Souza
• UFRN, Brazil
• Manjula
Ranagalage
• Rajarata
University, Sri
Lanka
• H.K.S. de Zoysa
• University of
Naples, Italy
What is Cloud Computing?
“On-demand delivery of computing resources on the internet”
● Compute (CPU and GPU)
● Storage
● Networking
● Security
● Data Services (database, reporting)
Why Move your Analytical Workloads to the Cloud?
● Flexibility
● Agility
● Worldwide Deployments
● Cost Effectiveness
● Sustainability
Example 1: Optimizing Wave Modelling in Exploration Geophysics
● Work conducted by Samuel Xavier-de-Souza and his team at
UFRN in Brazil
● Very computationally complex modelling of wave propagation
to develop models of sub-surface structure based on
reflectivity.
● This project’s goal is to determine the optimal mix of GPU and
CPU in a cluster to most effectively (and quickly) process the
seismic data.
Advantages of Using Cloud Resources for this Project
● Flexibility – the availability of different cloud
computing shapes offering a mix of CPU, GPU, and
RAM with high I/O storage.
● Agility – the research team is able to deploy complex
architectures quickly and easily, measure their
effectiveness, and then modify them as needed.
● Cost effectiveness – purchasing on-premises
hardware and storage would be very expensive, and
migrating data onto and off multiple platforms is
slow and complex.
Example 2: Modelling the Effects of Anthropogenic Climate Change on
Marine Ecosystems in Sri Lanka
● Worked conducted by Professor Manjula Ranagalage at
Rajarata University in Sri Lanka and Dr. H.K.S de Zoysa at
University of Naples Federico II in Italy.
● Taking MODIS satellite data of SST and fisheries data from
the Sri Lanka Ministry of Fisheries and Aquatic Resources
Development.
● Using cloud resources to store data, manage ETL, and run
analyses.
● Ability for researchers in different parts of world to work
together on same data set and analytical platform.
de Vos, et al. (2014)
Advantages of Using Cloud Resources for this Project
● Distributed systems - Ability for collaborators around
the world to work together on single data set and
analytic tools on cloud VM
● Reliability - Access to reliable storage and compute
even when local systems are unavailable.
● Cost Effective – institutions with low levels of funding
have access to powerful computing and storage,
allowing them to undertake valuable analyses.
Image: © worldbank.org
If You’d Like to Find Out More About OfR’s Programs
www.oracle.com/research
raoul.j.miller@oracle.com

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GSA Presentation - MILLER 251-4.pdf

  • 1. Moving GeoInformatics Workloads into the Cloud: Real-World Examples of Enabling Collaborative Research • Raoul Miller • Oracle for Research • Samuel Xavier- de-Souza • UFRN, Brazil • Manjula Ranagalage • Rajarata University, Sri Lanka • H.K.S. de Zoysa • University of Naples, Italy
  • 2. What is Cloud Computing? “On-demand delivery of computing resources on the internet” ● Compute (CPU and GPU) ● Storage ● Networking ● Security ● Data Services (database, reporting)
  • 3. Why Move your Analytical Workloads to the Cloud? ● Flexibility ● Agility ● Worldwide Deployments ● Cost Effectiveness ● Sustainability
  • 4. Example 1: Optimizing Wave Modelling in Exploration Geophysics ● Work conducted by Samuel Xavier-de-Souza and his team at UFRN in Brazil ● Very computationally complex modelling of wave propagation to develop models of sub-surface structure based on reflectivity. ● This project’s goal is to determine the optimal mix of GPU and CPU in a cluster to most effectively (and quickly) process the seismic data.
  • 5. Advantages of Using Cloud Resources for this Project ● Flexibility – the availability of different cloud computing shapes offering a mix of CPU, GPU, and RAM with high I/O storage. ● Agility – the research team is able to deploy complex architectures quickly and easily, measure their effectiveness, and then modify them as needed. ● Cost effectiveness – purchasing on-premises hardware and storage would be very expensive, and migrating data onto and off multiple platforms is slow and complex.
  • 6. Example 2: Modelling the Effects of Anthropogenic Climate Change on Marine Ecosystems in Sri Lanka ● Worked conducted by Professor Manjula Ranagalage at Rajarata University in Sri Lanka and Dr. H.K.S de Zoysa at University of Naples Federico II in Italy. ● Taking MODIS satellite data of SST and fisheries data from the Sri Lanka Ministry of Fisheries and Aquatic Resources Development. ● Using cloud resources to store data, manage ETL, and run analyses. ● Ability for researchers in different parts of world to work together on same data set and analytical platform. de Vos, et al. (2014)
  • 7. Advantages of Using Cloud Resources for this Project ● Distributed systems - Ability for collaborators around the world to work together on single data set and analytic tools on cloud VM ● Reliability - Access to reliable storage and compute even when local systems are unavailable. ● Cost Effective – institutions with low levels of funding have access to powerful computing and storage, allowing them to undertake valuable analyses. Image: © worldbank.org
  • 8. If You’d Like to Find Out More About OfR’s Programs www.oracle.com/research raoul.j.miller@oracle.com