Patents by Inventor David Tchankotadze
David Tchankotadze 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: 11954112Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: GrantFiled: October 2, 2020Date of Patent: April 9, 2024Assignee: C3.ai, Inc.Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20230297878Abstract: A method includes identifying one or more transformations to be applied in order to generate one or more features or feature sets. The method also includes generating metadata identifying the one or more features or feature sets and the one or more transformations. The method further includes using the metadata to determine the one or more features or feature sets for specified data and storing the one or more determined features or feature sets in a feature store. In addition, the method includes outputting at least some of the one or more determined features or feature sets or data associated with the at least some of the one or more determined features or feature sets from the feature store to at least one machine learning model.Type: ApplicationFiled: March 18, 2022Publication date: September 21, 2023Inventors: David Tchankotadze, Rohit P. Sureka, Rahul Yadav, Siddharth Viswanathan, Jeffrey M. Fischer
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Publication number: 20230297353Abstract: A method includes identifying a sequence of transformations to be performed on an input dataset via a user interface. The method also includes identifying a first context associated with the input dataset. The method further includes selecting a first one of multiple execution engines to be used to perform the sequence of transformations on the input dataset based on the first context. In addition, the method includes providing first code implementing the sequence of transformations to the first execution engine and executing the first code using the first execution engine to perform the sequence of transformations on the input dataset.Type: ApplicationFiled: March 18, 2022Publication date: September 21, 2023Inventors: David Tchankotadze, Rohit P. Sureka, Andrew J. Fitch, Cherif Jazra, Dylan P. Huang, Edward L. Chayes, Manas Talukdar, Shivasankaran Somasundaram
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Publication number: 20230297346Abstract: A method includes obtaining a first data model from a data exploration phase performed in a first environment, where the first data model includes first metadata. The method also includes obtaining a second data model from the data exploration phase performed in a second environment different from the first environment, where the second data model includes second metadata. The method further includes generating a third data model including one or more software artifacts using the first metadata and the second metadata. Each of the one or more software artifacts is configured as one or more files that are configured for execution of at least one artificial intelligence (AI)/machine learning (ML) application.Type: ApplicationFiled: March 16, 2023Publication date: September 21, 2023Inventors: David Tchankotadze, Rohit Pawankumar Sureka, Andrew Joseph Fitch, Cherif Jazra, Edward Leslie Chayes, Manas Talukdar, Romain F. Juban, Amir Hossein Delgoshaie, Shivasankaran Somasundaram
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Publication number: 20220283208Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: ApplicationFiled: March 25, 2022Publication date: September 8, 2022Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 11320469Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: GrantFiled: July 24, 2018Date of Patent: May 3, 2022Assignee: C3.AI, INC.Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 11126635Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: GrantFiled: March 21, 2019Date of Patent: September 21, 2021Assignee: C3.ai, Inc.Inventors: Houman Behzadi, Edward Y. Abbo, Thomas M. Siebel, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20210263945Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: ApplicationFiled: October 2, 2020Publication date: August 26, 2021Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 10884039Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: GrantFiled: April 29, 2015Date of Patent: January 5, 2021Assignee: C3.ai, Inc.Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 10824634Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: GrantFiled: February 7, 2018Date of Patent: November 3, 2020Assignee: C3.ai, Inc.Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 10817530Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: GrantFiled: March 23, 2016Date of Patent: October 27, 2020Assignee: C3.ai, Inc.Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20200042627Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: ApplicationFiled: July 24, 2018Publication date: February 6, 2020Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20190265971Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: ApplicationFiled: March 21, 2019Publication date: August 29, 2019Inventors: Houman Behzadi, Edward Y. Abbo, Thomas M. Siebel, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20180191867Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: ApplicationFiled: February 7, 2018Publication date: July 5, 2018Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20170006135Abstract: Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.Type: ApplicationFiled: March 23, 2016Publication date: January 5, 2017Inventors: THOMAS M. SIEBEL, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Patent number: 9495474Abstract: A computer implemented method and system include executing a search against both a client cache associated with a client and data sources remotely coupled to the client over a network connection. Results from the search against the client cache are rendered on a client UI. The client cache and the client UI are updated with the results from the search against the data sources.Type: GrantFiled: May 16, 2011Date of Patent: November 15, 2016Assignee: SAP SEInventors: Jesse Ambrose, Michael Flexer, King-Hwa Lee, Hans Kedefors, Peter S. Lim, David Tchankotadze
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Publication number: 20150233983Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: ApplicationFiled: April 29, 2015Publication date: August 20, 2015Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20150120224Abstract: Processing of data relating to energy usage. First data relating to energy usage is loaded for analysis by an energy management platform. Second data relating to energy usage is stream processed by the energy management platform. Third data relating to energy usage is batch parallel processed by the energy management platform. Additional computing resources, owned by a third party separate from an entity that owns the computer system that supports the energy management platform, are provisioned based on increasing computing demand. Existing computing resources owned by the third party are released based on decreasing computing demand.Type: ApplicationFiled: September 24, 2014Publication date: April 30, 2015Inventors: Thomas M. Siebel, Edward Y. Abbo, Houman Behzadi, John Coker, Scott Kurinskas, Thomas Rothwein, David Tchankotadze
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Publication number: 20110219023Abstract: A computer implemented method and system include executing a search against both a client cache associated with a client and data sources remotely coupled to the client over a network connection. Results from the search against the client cache are rendered on a client UI. The client cache and the client UI are updated with the results from the search against the data sources.Type: ApplicationFiled: May 16, 2011Publication date: September 8, 2011Inventors: Jesse Ambrose, Michael Flexer, King-Hwa Lee, Hans Kedefors, Peter S. Lim, David Tchankotadze
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Patent number: 7945683Abstract: A computer implemented method and system include executing a search against both a client cache associated with a client and data sources remotely coupled to the client over a network connection. Results from the search against the client cache are rendered on a client UI. The client cache and the client UI are updated with the results from the search against the data sources.Type: GrantFiled: September 4, 2008Date of Patent: May 17, 2011Assignee: SAP AGInventors: Jesse Ambrose, Michael Flexer, King-Hwa Lee, Hans Kedefors, Peter S. Lim, David Tchankotadze