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Cloud

  • Using HPC and ML on AWS to understand climate change
    • Maxar Technologies - weather prediction models
      • c5n.18xlarge + EFA networking adapter
      • 14TB FSx for Lustre with progressive file layout (PFL) across the 12 object storage targets (OSTs).
    • cloud efficiencies:
      • A typical large-scale cloud provider achieves ~65 % server utilization rates versus 15% on-premises (source - Data Center Efficiency Assessment). which means when companies move to the cloud they typically provision fewer than ΒΌ of the servers than they would on-premises.
      • A typical on-premises data center is 29% less efficient in their use of power compared to a typical large-scale cloud provider

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  1. Aws