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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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公开(公告)号:US20240414098A1
公开(公告)日:2024-12-12
申请号:US18812084
申请日:2024-08-22
Applicant: Google LLC
Inventor: Alexandre Duarte , Yingchong Situ , Robert Van Gent , Walfredo Cime Filho , Smeeta Jalan , Maya Haridasan
IPC: H04L47/78 , G06F9/50 , H04L41/14 , H04L41/147 , H04L41/50 , H04L41/5009 , H04L43/55
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:US12081454B2
公开(公告)日:2024-09-03
申请号:US18165525
申请日:2023-02-07
Applicant: Google LLC
Inventor: Alexandre Duarte , Yingchong Situ , Robert Van Gent , Walfredo Cime Filho , Ramy Abdelaal , Smeeta Jalan , Maya Haridasan
IPC: H04L47/78 , G06F9/50 , H04L41/14 , H04L41/147 , H04L41/50 , H04L41/5009 , H04L43/55
CPC classification number: H04L47/78 , G06F9/5005 , G06F9/5027 , G06F9/5061 , H04L41/14 , H04L41/147 , H04L41/50 , H04L41/5009 , H04L43/55
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:US10541939B2
公开(公告)日:2020-01-21
申请号:US15677916
申请日:2017-08-15
Applicant: Google LLC
Inventor: Alexandre Duarte , Yingchong Situ , Robert van Gent , Walfredo Cirne 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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公开(公告)号:US20190058669A1
公开(公告)日:2019-02-21
申请号:US15677916
申请日:2017-08-15
Applicant: Google LLC
Inventor: Alexandre Duarte , Yingchong Situ , Robert van Gent , Walfredo Cirne Filho , Ramy Abdelaal , Smeeta Jalan , Maya Haridasan
IPC: H04L12/911 , G06F9/50
CPC classification number: H04L47/78 , G06F9/5005 , G06F9/5027 , G06F9/5061 , H04L41/14 , H04L41/147 , H04L41/50 , H04L41/5009 , H04L41/5038
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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6.
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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公开(公告)号:US20230179538A1
公开(公告)日:2023-06-08
申请号:US18165525
申请日:2023-02-07
Applicant: Google LLC.
Inventor: Alexandre Duarte , Yingchong Situ , Robert Van Gent , Walfredo Cime Filho , Ramy Abdelaal , Smeeta Jalan , Maya Haridasan
IPC: H04L47/78 , H04L41/5009 , H04L41/14 , H04L41/147 , H04L41/50 , G06F9/50 , H04L43/55
CPC classification number: H04L47/78 , H04L41/5009 , H04L41/14 , H04L41/147 , H04L41/50 , G06F9/5061 , G06F9/5027 , H04L43/55 , G06F9/5005
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.-
8.
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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9.
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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公开(公告)号:US11582166B2
公开(公告)日:2023-02-14
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 , H04L47/78 , H04L41/5009 , H04L41/14 , H04L41/147 , H04L41/50 , H04L43/55
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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