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1.发明授权公开(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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公开(公告)号：US20210273858A1
公开(公告)日：2021-09-02
申请号：US16972516
申请日：2019-01-07
Applicant: Google LLC
Inventor： Ana Radovanovic , Bokan Chen , Tommaso Nesti , William D. Heavlin
Abstract: Provided are methods, systems, devices, apparatuses, and tangible non-transitory computer readable media for network topology analysis and prediction. The disclosed technology can perform operations including receiving network data including information associated with a network including a plurality of nodes respectively associated with resource availability and resource usage. Resource availability can be associated with an amount of a resource available for distribution from a portion of the plurality of nodes at an initial time interval. Further, resource usage can be associated with usage of the resource from the portion of the plurality of nodes at the initial time interval. The network topology, resource availability, and resource usage for a portion of the plurality of nodes at a time interval subsequent to the initial time interval can be determined. Furthermore, one or more predictions for the portion of the plurality of nodes can be generated based on the network data.
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Patent Agency Ranking
3.发明公开公开(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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4.发明授权公开(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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5.发明授权公开(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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6.发明申请公开(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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公开(公告)号：US10101050B2
公开(公告)日：2018-10-16
申请号：US15374552
申请日：2016-12-09
Applicant: Google LLC
Inventor： Ana Radovanovic , William Dow Heavlin , Wolf-Dietrich Weber , Ankit Somani , Seungil You , Matthew Wytock
IPC: G05B15/00 , F24F11/00 , G05B15/02 , F24F11/30 , F24F11/62 , F24F11/70 , F24F110/10 , F24F120/10 , F24F140/50 , F24F140/60 , F24F130/00 , F24F130/10 , F24F11/63 , F24F11/65 , F24F11/58 , F24F11/46 , F24F11/52
Abstract: A thermostat management server may include one or more processors and one or more memory devices comprising instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising receiving information that characterizes energy usage associated with the plurality of thermostats, receiving parameters characterizing proposed future demand-response events, selecting a combination of thermostats from the plurality of thermostats for which the energy usage can be reduced, simulating a demand response event based on the parameters and using different weather conditions for the combination of the plurality of thermostats, generating statistical probabilities of meeting a plurality of capacity reduction levels based on the different weather conditions, selecting a capacity reduction level from the plurality of capacity reduction levels based on the statistical probabilities, and sending the capacity reduction level to the utility provider computer system.
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