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11.发明申请公开(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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公开(公告)号：US20210297364A1
公开(公告)日：2021-09-23
申请号：US17339936
申请日：2021-06-04
Applicant: Google LLC
Inventor： Alexandre Duarte , Yingchong Situ , Robert van Gent , Walfredo Cime Filho , Ramy Abdelaal , Smeeta Jalan , Maya Haridasan
IPC: H04L12/911 , H04L12/24 , G06F9/50
Abstract: Systems and methods for providing a guaranteed batch pool are described, including receiving a job request for execution on the pool of resources; determining an amount of time to be utilized for executing the job request based on available resources from the pool of resources and historical resource usage of the pool of resources; determining a resource allocation from the pool of resources, wherein the resource allocation spreads the job request over the amount of time; determining that the job request is capable of being executed for the amount of time; and executing the job request over the amount of time, according to the resource allocation.
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公开(公告)号：US11032212B2
公开(公告)日：2021-06-08
申请号：US16717967
申请日：2019-12-17
Applicant: Google LLC
Inventor： Alexandre Duarte , Yingchong Situ , Robert van Gent , Walfredo Cime Filho , Ramy Abdelaal , Smeeta Jalan , Maya Haridasan
IPC: H04L12/24 , H04L12/911 , G06F9/50
Abstract: Systems and methods for providing a guaranteed batch pool are described, including receiving a job request for execution on the pool of resources; determining an amount of time to be utilized for executing the job request based on available resources from the pool of resources and historical resource usage of the pool of resources; determining a resource allocation from the pool of resources, wherein the resource allocation spreads the job request over the amount of time; determining that the job request is capable of being executed for the amount of time; and executing the job request over the amount of time, according to the resource allocation.
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14.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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