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  • NCSA Industry conference demo on Wednesday
    • Workbench > Spark integration
      • Zeppelin > Spark via Livy
      • Spark > MongoDB using the NBI dataset
  • SC17
    • Workbench > HPC integration
      • TERRA-REF image stitching on ROGER (TORQUE/PBS)
      • Jupyter > Agave API > ROGER
      • Jupyter > Agave API > Comet (Singularity)?
    • Comet access
      • XSEDE may be easiest
  • Options:
    • Deployment in commercial cloud ( multi-node cluster with storage)
      • No one is happy with the Kubernetes deployment process on OpenStack
      • kubeadm is promising
      • Shared storage
      • https://www.minio.io/?
    • Review of OpenShift Origin
      • Kubernetes, Swarm, Mesos have more traction
      • Singularity and Shifter
    • Security
      • Authentication and authorization
        • Oauth support in Workbench
        • LDAP or Oauth scopes for authorization
        • Q. What does it mean to share authentication/authorization with 
          • HPC cluster such as ROGER (NCSA LDAP)
          • Spark cluster? (Kerberos or nothing, what about Livy)
      • Container and filesystem users/permissions
        • Mapping UID/GIDs into running containers
        • Q. Root escalation in Docker
      • Data sharing and permissions
        • Controlling access to data on the filesystem but also in active database such as NBI mongo.
        • Same problem with Spark (pulling data from Mongo into Spark)
      • More sophisticated network configuration
        • Both for Kubernetes
        • Also with the cloud provider (e.g., OpenStack project)
    • Monitoring/LMA
    • Production maintenance
      • Upgrading the beta instance
      • Redeploying the beta?
      • /var/lib/docker volume scaling
      • Fixing inactiveTimeout for inactive accounts
      • ETK/earthcube insteancesinstances
      • Cloud9 wily (and other Wily) upgrades; use Cloud9 all
      • Process for removing old specs if in use.
    • Clowder/Workbench plugin?
    • Evaluate FRDR

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