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Workflow Architecture

CESM portal. ESG gateway. Workflow Architecture. User requests. Account DB. Token Mgr. TG MyProxy. CESM Web Services. Data/ Metadata. Track Status. Create Case. Configure Case. Submit Case. Authentication/ Authorization. Transfer Files. Job Management. Debugging. Post-process.

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Workflow Architecture

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  1. CESM portal ESG gateway Workflow Architecture User requests Account DB Token Mgr TG MyProxy CESM Web Services Data/ Metadata Track Status Create Case Configure Case Submit Case Authentication/ Authorization Transfer Files Job Management Debugging Post-process Publish Data Publish Metadata Output Output Jobs A paper describing this architecture recently won a best paper award at the TG11 conference: Zhao, L., C. Song, C, Thompson, H. Zhang, M. Lakshminarayanan, C. DeLuca,S. Murphy, K. Saint, Don Middleton, Nathan Wilhelmi, Eric Nienhouse, and Michael Burek, Developing an integrated end-to-end TeraGrid climate modeling environment , TeraGrid ’11, Salt Lake City, Utah, July 18-21, 2011 ESG Data Publisher Scratch Storage iRODS

  2. Architecture Components Layer Gridded Components Coupler Components ESMF Superstructure • ESMF provides a superstructure for assembling model components into applications. • ESMF provides an infrastructure that modelers use to • Generate and apply interpolation weights • Handle metadata, time management, data I/O and communications, and other functions User Code Model Layer ESMF Infrastructure Fields and Grids Layer Low Level Utilities External Libraries MPI, NetCDF, …

  3. Applying the SM Platform Energy Productivity Management Data & Modeling Workflow Data and Computation Management Dashboard Process sensor data Manufacturer Data Warehouse Manufacturer Real-time Ref Arch Data Collection Supplier Ref Arch Data Collection Manufacturer Local/Global Energy Productivity Metric Dash Board Encrypted links Data Validation App Real-time Action & Risk Support App SM Platform Data and Computation Services EPM App from Toolkit Reduced Order Model Scenarios App Risk Scenarios App Linked Apps to Form Function

  4. Smart Manufacturing Platform Shared Market Space SMLC Industry-Driven Processes Energy Performance Metric Key Development Resources SME’s • Universities • NCMS • AICHE • Consultants • Consortia Outreach Training web / tools materials • Information • Training • Expertise • Access Test Bed Manufacturer & Supplier Crosslinking Engagements Pre-competitive & Competitive Hub Apps Store Cloud Services Consultation Workflow Toolkit & App Development Processes Open & Community Source Resources Nimbis UCLA UCLA Business Collaborations Benchmarking • Standards and Reference Architecture • IT Provider Partners Collaborative Space Market Place Community Source

  5. Excellent Work Underway

  6. 21st Century Smart Manufacturing • Demand-dynamic economics keyed on the intelligence of the ‘customer’ • Coordinated enterprise responses throughout the entire manufacturing supply chain • Predictive, preventive • Integrated computational materials engineering • Performance-oriented enterprise,  minimizing energy and material usage and maximizing environmental sustainability, health and safety and economic competitiveness Data Dramatically intensified application of manufacturing intelligence using advanced data analytics, modeling and simulation to produce a fundamental transformation to transition/new product-based economics, flexible factories and demand-driven supply chain service enterprises Apply Analyze Model

  7. Storms Forming or Conditions Favorable Forecast Model Data Mining On-Demand Grid Computing LEAD Approach Streaming Observations

  8. A Common Model Architecture NUOPC partners have agreed on a subset of components whose interactions will be standardized

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