COMPUTE LOAD SHAPING USING VIRTUAL CAPACITY AND PREFERENTIAL LOCATION REAL TIME SCHEDULING

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for shaping compute load using virtual capacity. In one aspect, a method includes obtaining a load forecast that indicates forecasted future compute load for a cell, obtaining a power model that models...

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Hauptverfasser: Haridasan, Maya, Xiao, Diyue, Roy, Binayak, Nobrega Duarte, Alexandre, Mullen, Eric Alexander, Radovanovic, Ana, Koningstein, Ross, Cirne Filho, Walfredo da Costa
Format: Patent
Sprache:eng
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Zusammenfassung:Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for shaping compute load using virtual capacity. In one aspect, a method includes obtaining a load forecast that indicates forecasted future compute load for a cell, obtaining a power model that models a relationship between power usage and computational usage for the cell, obtaining a carbon intensity forecast that indicates a forecast of carbon intensity for a geographic area where the cell is located, determining a virtual capacity for the cell based on the load forecast, the power model, and the carbon intensity forecast, and providing the virtual capacity for the cell to the cell.