Patents by Inventor Apurva Prakash
Apurva Prakash 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: 11604442Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: GrantFiled: June 25, 2021Date of Patent: March 14, 2023Assignee: Rockwell Automation Technologies, Inc.Inventors: Bijan Sayyarrodsari, Kadir Liano, Apurva Prakash Samudra, Alexander Barton Smith
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Publication number: 20210318662Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: ApplicationFiled: June 25, 2021Publication date: October 14, 2021Inventors: Bijan Sayyarrodsari, Kadir Liano, Apurva Prakash Samura, Alexander Barton Smith
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Patent number: 11079726Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: GrantFiled: October 28, 2019Date of Patent: August 3, 2021Assignee: Rockwell Automation Technologies, Inc.Inventors: Bijan Sayyarrodsari, Kadir Liano, Apurva Prakash Samudra, Alexander Barton Smith
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Patent number: 10631182Abstract: First and second pluralities of packets transmitted between UE and the USN over a first interface and a second interface are continuously captured. The first, second and third pluralities contains temporary and permanent identifying information and ciphering key information. A fourth plurality of packets transmitted between the USN and a HSS over a fourth interface is captured. The temporary, permanent identifying information and the ciphering key information are correlated to determine mappings stored in a data repository. A fifth plurality transmitted over a fifth interface is continuously captured. Permanent identifying information corresponding to the temporary identifying information retrieved from the unciphered packets of the fifth plurality is retrieved from the data repository based on the stored mappings. NAS deciphering key information corresponding to the retrieved permanent identifying information is retrieved.Type: GrantFiled: April 17, 2017Date of Patent: April 21, 2020Assignee: Netscout Systems, Inc.Inventors: Tauras Liubinskas, Abhishek Saraswati, Subappriya Muthuchamy, Apurva Prakash, Sandeep Prasad
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Publication number: 20200064789Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: ApplicationFiled: October 28, 2019Publication date: February 27, 2020Inventors: Bijan Sayyarrodsari, Kadir Liano, Apurva Prakash Samudra, Alexander Barton Smith
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Patent number: 10488832Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: GrantFiled: September 6, 2018Date of Patent: November 26, 2019Assignee: Rockwell Automation Technologies, Inc.Inventors: Bijan Sayyarrodsari, Kadir Liano, Alexander Barton Smith, Apurva Prakash Samudra
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Publication number: 20190004485Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: ApplicationFiled: September 6, 2018Publication date: January 3, 2019Inventors: Bijan Sayyarrodsari, Kadir Liano, Alexander Barton Smith, Apurva Prakash Samudra
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Publication number: 20180302809Abstract: First and second pluralities of packets transmitted between UE and the USN over a first interface and a second interface are continuously captured. The first, second and third pluralities contains temporary and permanent identifying information and ciphering key information. A fourth plurality of packets transmitted between the USN and a HSS over a fourth interface is captured. The temporary, permanent identifying information and the ciphering key information are correlated to determine mappings stored in a data repository. A fifth plurality transmitted over a fifth interface is continuously captured. Permanent identifying information corresponding to the temporary identifying information retrieved from the unciphered packets of the fifth plurality is retrieved from the data repository based on the stored mappings. NAS deciphering key information corresponding to the retrieved permanent identifying information is retrieved.Type: ApplicationFiled: April 17, 2017Publication date: October 18, 2018Inventors: Tauras Liubinskas, Abhishek Saraswati, Subappriya Muthuchamy, Apurva Prakash, Sandeep Prasad
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Patent number: 10073421Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: GrantFiled: November 17, 2015Date of Patent: September 11, 2018Assignee: Rockwell Automation Technologies, Inc.Inventors: Bijan Sayyarrodsari, Kadir Liano, Alexander Barton Smith, Apurva Prakash Samudra
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Publication number: 20170139382Abstract: System and method for improving operation of an industrial automation system, which includes a control system that controls operation of an industrial automation process. The control system includes a feature extraction block that determines extracted features by transforming process data determined during operation of an industrial automation process based at least in part on feature extraction parameters; a feature selection block that determines selected features by selecting a subset of the extracted features based at least in part on feature selection parameters, in which the selected features are expected to be representative of the operation of the industrial automation process; and a clustering block that determines a first expected operational state of the industrial automation system by mapping the selected features into a feature space based at least in part on feature selection parameters.Type: ApplicationFiled: November 17, 2015Publication date: May 18, 2017Inventors: Bijan Sayyarrodsari, Kadir Liano, Alexander Barton Smith, Apurva Prakash Samudra
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Patent number: 6879812Abstract: Aspects of the invention are found in an apparatus for monitoring data on a wireless network. The data is transmitted according to a wireless data network protocol across the network. The apparatus is contained on a portable wireless network analysis device. The portable wireless network analysis device has a wireless network interface that communicatively couples the portable wireless network analysis device to the wireless network. This allows the portable wireless network analysis device to receive data from the wireless network. The portable wireless network analysis device also has a network traffic analyzer. The network traffic analyzer is communicatively coupled to the wireless network interface. The analyzer receives and analyzes the data received from the wireless network. The portable wireless network analysis device is capable of being operated by user at one location and transported to second location.Type: GrantFiled: September 17, 2002Date of Patent: April 12, 2005Assignee: Networks Associates Technology Inc.Inventors: Ajay Agrawal, Sriharsha Sathya, Yashovan Neelakantamurthy, Apurva Prakash, Raghavendra Malpani, Abhishek Saraswati, Suryaprashant Rao, Ashish Hate, Peter O. Schmitz
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Patent number: 6801756Abstract: Aspects of the invention are found in an apparatus for monitoring data on a wireless network. The data is transmitted according to a wireless data network protocol across the network. The apparatus is contained on a portable wireless network analysis device. The portable wireless network analysis device has a wireless network interface that communicatively couples the portable wireless network analysis device to the wireless network. This allows the portable wireless network analysis device to receive data from the wireless network. The portable wireless network analysis device also has a network traffic analyzer. The network traffic analyzer is communicatively coupled to the wireless network interface. The analyzer receives and analyzes the data received from the wireless network. The portable wireless network analysis device is capable of being operated by user at one location and transported to second location.Type: GrantFiled: February 8, 2002Date of Patent: October 5, 2004Assignee: Networks Associates Technology, Inc.Inventors: Ajay Agrawal, Sriharsha Sathya, Yashovan Neelakantamurthy, Apurva Prakash, Raghavendra Malpani, Abhishek Saraswati, Suryaprashant Rao, Ashish Hate, Peter O. Schmitz
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Publication number: 20030157895Abstract: Aspects of the invention are found in an apparatus for monitoring data on a wireless network. The data is transmitted according to a wireless data network protocol across the network. The apparatus is contained on a portable wireless network analysis device. The portable wireless network analysis device has a wireless network interface that communicatively couples the portable wireless network analysis device to the wireless network. This allows the portable wireless network analysis device to receive data from the wireless network. The portable wireless network analysis device also has a network traffic analyzer. The network traffic analyzer is communicatively coupled to the wireless network interface. The analyzer receives and analyzes the data received from the wireless network. The portable wireless network analysis device is capable of being operated by user at one location and transported to second location.Type: ApplicationFiled: September 17, 2002Publication date: August 21, 2003Applicant: Networks Associates Technology, Inc.Inventors: Ajay Agrawal, Sriharsha Sathya, Yashovan Neelakantamurthy, Apurva Prakash, Raghavendra Malpani, Abhishek Saraswati, Suryaprashant Rao, Ashish Hate, Peter O. Schmitz