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Supercomputing in Agricultural Real TimeModeling

Modeling Framework

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• Generally modeling framework is made up of the following components:• A set of biophysical modules that simulate biological and physical processes in

farming systems.• A set of management modules that allow the user to specify the intended

management rules that characterize the scenario being simulated and that control the simulation.

• Various modules to facilitate data input and output to and from the simulation.• A simulation engine that drives the simulation process and facilitates

communication between the independent modules.

Simulation Engine

In addition to the science and infrastructure elements of the simulator, the framework also includes:

•Various user interfaces for model construction, testing and application

•Various interfaces and association database tools for visualization and further analysis of output.

•Various model development, testing and documentation tools.

•A web based user and developer support facility that provides documentation, distribution and defect/change request tracking.

Simulation Framework

SIMULATION: ApplicationsSimulation has been used in a broad range of applications including:

support for on-farm decision making,

farming systems design for production or resource management,

•Assessment of the value of seasonal climate forecasting,

• Risk assessment for policy making and

as a guide for research and educational activities

HPC advantage for Simulation & Modeling

Simulation View

HPC ServicesOfferings

CPU Power HadoopBig Data

Analytics Real Time on Web, SMART phone and Messages

Decision Making DSS to localCentralized HPC

Plan Build OperateHPCView

End UserServices

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SERVICE PROVIDERS

ENTERPRISE

ONE JUNOS HIGH QUALITY SECURE

Campus & Branch Edge Security Leadership Core and Education Data Center Food Security

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