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Fourth, the technical expertise required to install and configure a GRID node or implement a GRID application for grid services is high and may be beyond the level of expertise typically available at a state public health department.
To demonstrate grid architecture, we could encapsulate selected databases making them available as web services using the OGSA Data Architecture and implement a grid based workflow service application that can be used to automatically update existing indicators as well as to dynamically develop new indicators.
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The gateway also will implement a grid-enabled workflow system (e.g., Pegasus http://pegasus.isi.edu/; Kepler http://kepler-project.org/; or Taverna http://taverna.sourceforge.net/ to describe complex analytical or surveillance tasks that can be automatically performed, if desired.
FEA also implements a grid extension policy based on the internal rate of return (IRR).
In addition, Weka implements a grid search restricted to two model parameters.
We implemented a grid-based function to calculate the potential for predicting metal ions in a target structure.
However, the project group members had few concrete ideas about how to implement a smart grid [37].
For example, in a large NSF project Future Renewable Electric Energy Delivery and Management (FREEDM), we implement a smart grid prototype, called the FREEDM Hardware-in-the-loop (HIL) testbed.
As for the future work, we intend to implement a multi-grid linear solver, which can significantly improve the algorithm performance.
For this reason we decided to design and implement a set of Grid specific Web APIs, that we called GRB WAPI.
Utility companies must be capable of high-volume, high-speed data management and advanced analytics which are designed to transform data into actionable insights, if they strive to successfully implement a modern smart grid.
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