Patents by Inventor Ana Radovanovic
Ana Radovanovic has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11960255Abstract: 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.Type: GrantFiled: March 31, 2023Date of Patent: April 16, 2024Assignee: Google LLCInventors: Ana Radovanovic, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirne Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Publication number: 20230288887Abstract: 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.Type: ApplicationFiled: March 31, 2023Publication date: September 14, 2023Inventors: Ana Radovanovic, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirna Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Patent number: 11644804Abstract: 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.Type: GrantFiled: December 15, 2021Date of Patent: May 9, 2023Assignee: Google LLCInventors: Ana Radovanovic, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirne Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Publication number: 20220107612Abstract: 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.Type: ApplicationFiled: December 15, 2021Publication date: April 7, 2022Inventors: ANA RADOVANOVIC, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirne Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Patent number: 11221595Abstract: 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.Type: GrantFiled: November 14, 2019Date of Patent: January 11, 2022Assignee: Google LLCInventors: Ana Radovanovic, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirne Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Publication number: 20210273858Abstract: 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.Type: ApplicationFiled: January 7, 2019Publication date: September 2, 2021Inventors: Ana Radovanovic, Bokan Chen, Tommaso Nesti, William D. Heavlin
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Publication number: 20210149351Abstract: 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.Type: ApplicationFiled: November 14, 2019Publication date: May 20, 2021Inventors: Ana Radovanovic, Alexandre Nobrega Duarte, Binayak Roy, Diyue Xiao, Walfredo da Costa Cirne Filho, Maya Haridasan, Ross Koningstein, Eric Alexander Mullen
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Patent number: 10101050Abstract: 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.Type: GrantFiled: December 9, 2016Date of Patent: October 16, 2018Assignee: Google LLCInventors: Ana Radovanovic, William Dow Heavlin, Wolf-Dietrich Weber, Ankit Somani, Seungil You, Matthew Wytock
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Publication number: 20170167742Abstract: 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.Type: ApplicationFiled: December 9, 2016Publication date: June 15, 2017Applicant: Google Inc.Inventors: Ana Radovanovic, William Dow Heavlin, Wolf-Dietrich Weber, Ankit Somani, Seungil You, Matthew Wytock
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Patent number: 9660458Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for electrical load management. One of the systems includes a first electrical grid, one or more power sources coupled to the first electrical grid, a second electrical grid coupled to the first electrical grid by a power conversion system, one or more loads coupled to the second electrical grid, and one or more load control systems coupled to the one or more loads. A grid control system is configured to receive source information from the first electrical grid and send load instructions to the load control systems based on the source information.Type: GrantFiled: July 28, 2014Date of Patent: May 23, 2017Assignee: Google Inc.Inventors: Kurt Adelberger, Wolf-Dietrich Weber, Ana Radovanovic, Ross Koningstein, David K. Fork, Mikhail Dikovsky
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Publication number: 20150326023Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for electrical load management. One of the systems includes a first electrical grid, one or more power sources coupled to the first electrical grid, a second electrical grid coupled to the first electrical grid by a power conversion system, one or more loads coupled to the second electrical grid, and one or more load control systems coupled to the one or more loads. A grid control system is configured to receive source information from the first electrical grid and send load instructions to the load control systems based on the source information.Type: ApplicationFiled: July 28, 2014Publication date: November 12, 2015Inventors: Kurt Adelberger, Wolf-Dietrich Weber, Ana Radovanovic, Ross Koningstein, David K. Fork, Mikhail Dikovsky
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Patent number: 8756172Abstract: A computer-implemented method for defining a segment based on interaction proneness includes receiving online activity data that specifies instances of presentation for one or more content items, and instances of user interaction detected for any of the content items. The method includes training at least one predictive model on the online activity data, the predictive model trained to predict interaction proneness based on one or more characteristics associated with the instances of user interaction. The method includes identifying, using the predictive model, at least one of the characteristics as being associated with the interaction proneness. The method includes generating at least one segment definition that takes into account the identified characteristic.Type: GrantFiled: August 15, 2011Date of Patent: June 17, 2014Assignee: Google Inc.Inventors: Ana Radovanovic, Corinna Cortes, David Tussey, Jocelyn Miller
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Patent number: 8126758Abstract: Method and apparatus for information boosting in related but disconnected databases, in one aspect, may comprise identifying disconnected data sources comprising data that are related or dependent on one another, determining one or more relationships and dependencies among the disconnected data, and refining the data sources based on one or more relationships and dependencies.Type: GrantFiled: January 15, 2008Date of Patent: February 28, 2012Assignee: International Business Machines CorporationInventors: Jianying Hu, Aleksandra Mojsilovic, Ana Radovanovic, Mark S. Squillante
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Publication number: 20090182771Abstract: Method and apparatus for information boosting in related but disconnected databases, in one aspect, may comprise identifying disconnected data sources comprising data that are related or dependent on one another, determining one or more relationships and dependencies among the disconnected data, and refining the data sources based on one or more relationships and dependencies.Type: ApplicationFiled: January 15, 2008Publication date: July 16, 2009Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: Jianying Hu, Aleksandra Mojsilovic, Ana Radovanovic, Mark S. Squillante
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Publication number: 20080167929Abstract: A method (and structure) for end-to-end workforce management, includes identifying sources of data that together reflect data of substantially the entirety of a workforce of an organization, identifying service components related to the workforce, and combining the data sources and service components into an integrated framework to support an end-to-end workforce management cycle.Type: ApplicationFiled: January 10, 2007Publication date: July 10, 2008Inventors: Heng Cao, Daniel Patrick Connors, Donna L. Gresh, Meng-Chen Hsieh, Jianying Hu, Chen Jiang, Tarun Kumar, Yang Liu, Yingdong Lu, Aleksandra Mojsilovic, Ana Radovanovic, Mark S. Squillante, Yichong Yu
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Publication number: 20080167930Abstract: A workforce management tool includes an input section that receives data from one or more data sources that together reflect data of substantially an entirety of a workforce of an organization. A plurality of service modules receive and process the data in accordance with requirements of different segments of the organization. The plurality of service modules are interconnected so that a user in a segment of the organization can selectively view any data of the workforce tool that is related to that segment.Type: ApplicationFiled: January 10, 2007Publication date: July 10, 2008Inventors: Heng Cao, John Matthew Collins, Daniel Patrick Connors, Donna L. Gresh, Meng-Chen Hsieh, Jianying Hu, Mark A. Eaton, Ta-Hsin Li, Yingdong Lu, Aleksandra Majsilovic, Ana Radovanovic, Bonnie K. Ray, Mark S. Squillante
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Publication number: 20080147694Abstract: A structure (and method) for a computerized organization optimization tool includes an input port to receive one or more of: characteristics of at least one offering of the organization; characteristics of resources of the organization; and characteristics of constraints of at least one of the resources and the at least one offering. A calculator receives the characteristics to calculate one or more optimal targets for the organization.Type: ApplicationFiled: December 15, 2006Publication date: June 19, 2008Inventors: Leslie Mark Ernest, Yingdong Lu, Aleksandra Mojsilovic, Ana Radovanovic, Mark S. Squillante
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Publication number: 20070219837Abstract: A method of managing resources, includes identifying a project or service opportunity that has disparate resource attribute requirements. At least one of internal and external flexible resources suitable for the project or service opportunities are also identified. The internal and external flexible resources are correlated with the disparate resource attribute requirements for managing a risk associated with the project or service opportunity.Type: ApplicationFiled: March 15, 2006Publication date: September 20, 2007Applicant: International Business Machines CorporationInventors: Yingdong Lu, Ana Radovanovic, Mark Squillante