Brad Sutton Assoc Prof, Bioengineering Department

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Presentation transcript:

Local Eucalyptus Cloud for Enabling High Throughput Neuroimaging Analysis: Initial Experience Brad Sutton Assoc Prof, Bioengineering Department Technical Director, Biomedical Imaging Center Beckman Institute for Advanced Science and Technology University of Illinois at Urbana-Champaign

Need for scalable resources for neuroimaging data Large data sets such as the 420-run IARPA-funded INSIGHT study at Illinois Structural connectivity (Freesurfer, bedpostx, probtrackx) can take significant time per subject Need to control software version used to analyze data across large groups of subjects and across the timeline of a project Need scalable resources for once-in-a while analysis of entire data set Need further scaling for “site visit imminent” analyses

Leverage Resources and Enable Further Scaling NITRC-CE: Neuroimaging Informatics Tools and Resources Clearinghouse computational environment Available on AWS Interface is compatible, machines can be uploaded to AWS later Eucalyptus: Elastic utility computing architecture for linking your programs to useful systems. ”For building Amazon Web Services compatible private and hybrid cloud computing environments.” Free and open source (?!)

Our Implementation 4 Dell PowerEdge R720 Dell PowerEdge R720xd 2x10-core Intel Xeon CPUs 3 node controllers, cluster level components 60 cores for users 18 GB per core on NC Dell PowerEdge R720xd for cloud level components Mellanox 56GbE – infiniband support

Eucalyptus 4.1.2

Launching an Instance

BICNICC: Neuroimaging Computing Cloud

Scaling up Have run 420 subject/time point analyses multiple times Freesurfer, bedpostx, probtrackx Camino Different parcellations, different probabilistic tractography options 3 weeks to run on 1/3 of private cloud User scaling analysis to AWS Import disk image, add AWS tools, move data S3 buckets instead of samba mount Cost will be $5 per subject/time point

Conclusion Resources provided with little risk will result in more analysis Easy for neuroimaging center to standardize scripts, provide access to other resources, Nipype pipelines, etc. Graphical interface to instances enables users who do not have experience with command line tools Testing analysis routines in low risk environment has led to use of AWS for production run