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1.
公开(公告)号:US11960255B2
公开(公告)日:2024-04-16
申请号:US18194041
申请日:2023-03-31
Applicant: Google LLC
Inventor: Ana Radovanovic , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirne Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
CPC classification number: G05B13/048 , G05B13/0265 , H02J3/00 , H02J3/003 , H02J2203/20
Abstract: 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.
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2.
公开(公告)号:US20220107612A1
公开(公告)日:2022-04-07
申请号:US17644478
申请日:2021-12-15
Applicant: Google LLC
Inventor: ANA RADOVANOVIC , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirne Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
Abstract: 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.
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3.
公开(公告)号:US20210149351A1
公开(公告)日:2021-05-20
申请号:US16684013
申请日:2019-11-14
Applicant: Google LLC
Inventor: Ana Radovanovic , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirne Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
Abstract: 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.
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4.
公开(公告)号:US20230288887A1
公开(公告)日:2023-09-14
申请号:US18194041
申请日:2023-03-31
Applicant: Google LLC
Inventor: Ana Radovanovic , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirna Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
CPC classification number: G05B13/048 , G05B13/0265 , H02J3/00 , H02J3/003 , H02J2203/20
Abstract: 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.
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5.
公开(公告)号:US11644804B2
公开(公告)日:2023-05-09
申请号:US17644478
申请日:2021-12-15
Applicant: Google LLC
Inventor: Ana Radovanovic , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirne Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
CPC classification number: G05B13/048 , G05B13/0265 , H02J3/00 , H02J3/003 , H02J2203/20
Abstract: 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.
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6.
公开(公告)号:US11221595B2
公开(公告)日:2022-01-11
申请号:US16684013
申请日:2019-11-14
Applicant: Google LLC
Inventor: Ana Radovanovic , Alexandre Nobrega Duarte , Binayak Roy , Diyue Xiao , Walfredo da Costa Cirne Filho , Maya Haridasan , Ross Koningstein , Eric Alexander Mullen
Abstract: 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.
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