Patents by Inventor Sudheer Nair
Sudheer Nair 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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Publication number: 20250060808Abstract: Provided are systems, apparatuses, and techniques for managing processor system power and performance based on operational metrics, hardware capabilities, and/or other parameters.Type: ApplicationFiled: September 30, 2023Publication date: February 20, 2025Inventors: Efraim ROTEM, Eliezer WEISSMANN, Stephen H. GUNTHER, Mahesh KUMAR P, Rajshree CHABUKSWAR, Vishwesh MAGODE RUDRAMUNI, Yevgeni SABIN, Guy KOREN, Gilad OLSWANG, Refael MIZRAHI, Ofer AKER, Sudheer NAIR, Bharath Kumar VEERA, Madhusudan CHIDAMBARAM, Zhongsheng WANG, Hadas BEJA, Michal SCHACHTER, Rajarama Manjukody BHAT, Nikhil Kumar RUKMABHATLA, Avishai WAGNER, Ravi DATTANI, Nofar MANI
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Patent number: 12190173Abstract: Methods, apparatus, systems and articles of manufacture for power sharing between discrete processors are disclosed. An example apparatus includes a thermal monitor to monitor temperatures of first and second discrete processors and a balance controller to, in response to a first temperature of the first processor satisfying a temperature threshold, adjust first and second power budgets allocated to the respective first and second processors.Type: GrantFiled: March 26, 2021Date of Patent: January 7, 2025Assignee: Intel CorporationInventors: Niharika Arlagadda Narasimharaju, Sudheer Nair, James Hermerding, II, Merwin Brown, Deepak Ganapathy, Fabian Garita Gonzalez
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Patent number: 12117886Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: GrantFiled: August 15, 2023Date of Patent: October 15, 2024Assignee: Intel CorporationInventors: Jianfang Zhu, Deepak Samuel Kirubakaran, Raoul Rivas Toledano, Chee Lim Nge, Rajshree Chabukswar, James Hermerding, II, Sudheer Nair, William Braun, Zhongsheng Wang, Russell Fenger, Udayan Kapaley
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Publication number: 20240241559Abstract: Techniques are described for incorporating telemetry related to power source loading and the frequency of power-control events as part of a power balancing algorithm to control an electronic devices' power budgeting among devices sharing a common power source. The techniques utilize telemetry and control loop algorithms to dynamically balance the power between two or more electronic components, which may include a CPU and a GPU. The techniques as described herein function to monitor power source loading as well as the frequency of a predetermined set of events, which may include performance and/or power control events. Based on this information, the power budgets of the devices may be dynamically adjusted up or down to maximize performance, in contrast with the conventional usage of artificial static performance caps.Type: ApplicationFiled: March 28, 2024Publication date: July 18, 2024Inventors: Rob Sims, Deepak Ganapathy, Sivasankara Reddy Juturu, Sudheer Nair
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Publication number: 20240045490Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: ApplicationFiled: August 15, 2023Publication date: February 8, 2024Inventors: Jianfang Zhu, Deepak Samuel Kirubakaran, Raoul Rivas Toledano, Chee Lim Nge, Rajshree Chabukswar, James Hermerding, II, Sudheer Nair, William Braun, Zhongsheng Wang, Russell Fenger, Udayan Kapaley
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Patent number: 11775047Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: GrantFiled: August 2, 2022Date of Patent: October 3, 2023Assignee: Intel CorporationInventors: Jianfang Zhu, Deepak Samuel Kirubakaran, Raoul Rivas Toledano, Chee Lim Nge, Rajshree Chabukswar, James Hermerding, II, Sudheer Nair, William Braun, Zhongsheng Wang, Russell Fenger, Udayan Kapaley
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Patent number: 11720364Abstract: Disclosed Methods, Apparatus, and articles of manufacture to dynamically enable and/or disable prefetchers are disclosed. An example apparatus include an interface to access telemetry data, the telemetry data corresponding to a counter of a core in a central processing unit, the counter corresponding to a first phase of a workload executed at the central processing unit; a prefetcher state selector to select a prefetcher state for a subsequent phase based on the telemetry data; and the interface to instruct the core in the central processing unit to operate in the subsequent phase according to the prefetcher state.Type: GrantFiled: September 25, 2020Date of Patent: August 8, 2023Assignee: Intel CorporationInventors: Hanna Alam, Leeor Peled, Refael Mizrahi, Amir Leibovitz, Jonathan Beimel, James Hermerding, II, Gilad Olswang, Michal Moran, Moran Peri, Ido Karavany, Sudheer Nair, Hadas Beja, Avishai Wagner, Ronen Laperdon
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Publication number: 20220374066Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: ApplicationFiled: August 2, 2022Publication date: November 24, 2022Inventors: JIANFANG ZHU, Deepak Samuel Kirubakaran, Raoul Rivas Toledano, Chee Lim Nge, Rajshree Chabukswar, James Hermerding, II, Sudheer Nair, William Braun, Zhongsheng Wang, Russell Fenger, Udayan Kapaley
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Patent number: 11422616Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: GrantFiled: March 26, 2020Date of Patent: August 23, 2022Assignee: Intel CorporationInventors: Jianfang Zhu, Deepak Samuel Kirubakaran, Raoul Rivas Toledano, Chee Lim Nge, Rajshree Chabukswar, James Hermerding, II, Sudheer Nair, William Braun, Zhongsheng Wang, Russell Fenger, Udayan Kapaley
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Publication number: 20220187893Abstract: Described are mechanisms and methods for tracking user behavior profile over large time intervals and extracting observations for a user usage profile. The mechanisms and methods use machine learning (ML) algorithms embedded into a dynamic platform and thermal framework (DPTF) (e.g., Dynamic Tuning Technology) and predict device workloads using hardware (HW) counters. These mechanisms and methods may accordingly increase performance and user responsiveness by dynamically changing an Energy Performance Preference (EPP) based on a longer time workload analysis and workload prediction.Type: ApplicationFiled: July 14, 2020Publication date: June 16, 2022Inventors: Premanand SAKARDA, Efraim ROTEM, Eliezer WEISSMANN, Hisham ABU SALAH, Hadas BEJA, Russell FENGER, Deepak GANAPATHY, James HERMERDING, II, Ido KARAVANY, Nivedha KRISHNAKUMAR, Sudheer NAIR, Gilad OLSWANG, Moran PERI, Avishai WAGNER, Zhongsheng WANG, Noha YASSIN
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Patent number: 11199895Abstract: In one embodiment, a method receives data regarding processing of a workload by a processor. The data is input into a prediction engine configured to classify the data into a plurality of workload classifications. Each workload classification describes different temporal behavior of the workload. Then, the method outputs a prediction for at least one of the plurality of workload classifications, wherein the prediction is used to control performance of the processor in an upcoming period of time.Type: GrantFiled: December 27, 2018Date of Patent: December 14, 2021Assignee: Intel CorporationInventors: Patrick Kam-shing Leung, James Hermerding, II, Muhammad Abozaed, Gilad Olswang, Moran Peri, Ido Karavany, William Freelove, Sudheer Nair, Tahi Hollander, Avishai Wagner
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Publication number: 20210303054Abstract: In one embodiment, a processor includes: at least one core; and a power controller coupled to the at least one core. The power controller may include: a workload monitor circuit to calculate a background task ratio based on a first amount of time that the at least one core executed background tasks during an active duration; and a control circuit to dynamically apply a power management policy for a background mode when the background task ratio exceeds a background mode threshold, the power management policy for the background mode to reduce power consumption of the processor. Other embodiments are described and claimed.Type: ApplicationFiled: March 26, 2020Publication date: September 30, 2021Inventors: JIANFANG ZHU, DEEPAK SAMUEL KIRUBAKARAN, RAOUL RIVAS TOLEDANO, CHEE LIM NGE, RAJSHREE CHABUKSWAR, JAMES HERMERDING, II, SUDHEER NAIR, WILLIAM BRAUN, ZHONGSHENG WANG, RUSSELL FENGER, UDAYAN KAPALEY
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Publication number: 20210216377Abstract: Methods, apparatus, systems and articles of manufacture for power sharing between discrete processors are disclosed. An example apparatus includes a thermal monitor to monitor temperatures of first and second discrete processors and a balance controller to, in response to a first temperature of the first processor satisfying a temperature threshold, adjust first and second power budgets allocated to the respective first and second processors.Type: ApplicationFiled: March 26, 2021Publication date: July 15, 2021Inventors: Niharika Arlagadda Narasimharaju, Sudheer Nair, James Hermerding, II, Merwin Brown, Deepak Ganapathy, Fabian Garita Gonzalez
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Publication number: 20210011726Abstract: Disclosed Methods, Apparatus, and articles of manufacture to dynamically enable and/or disable prefetchers are disclosed. An example apparatus include an interface to access telemetry data, the telemetry data corresponding to a counter of a core in a central processing unit, the counter corresponding to a first phase of a workload executed at the central processing unit; a prefetcher state selector to select a prefetcher state for a subsequent phase based on the telemetry data; and the interface to instruct the core in the central processing unit to operate in the subsequent phase according to the prefetcher state.Type: ApplicationFiled: September 25, 2020Publication date: January 14, 2021Inventors: Hanna Alam, Leeor Peled, Refael Mizrahi, Amir Leibovitz, Jonathan Beimel, James Hermerding, II, Gilad Olswang, Michal Moran, Moran Peri, Ido Karavany, Sudheer Nair, Hadas Beja, Avishai Wagner, Ronen Laperdon
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Patent number: 10606338Abstract: Aspects of the embodiments are directed to systems, methods, and program products for rebalancing power in a multi-chip computing platform, which includes a core processor and a discrete peripheral processor. Embodiments include determining that the core processor and the discrete peripheral processor are in a limited usage state; altering a polling interval of the core processor and the discrete peripheral processor from a first polling time to a second polling time, the second polling time greater than the first polling time; and polling the core processor and the discrete peripheral processor after an expiration of the second polling time. Embodiments also include using thermal and/or energy consumption data to dynamically adjust polling times to permit the core processor and the discrete peripheral processor to remain in an idle or low power state for as long as possible.Type: GrantFiled: December 29, 2017Date of Patent: March 31, 2020Assignee: Intel CorporationInventors: Sudheer Nair, James G. Hermerding, II, Avinash Ananthakrishnan
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Publication number: 20190204900Abstract: Aspects of the embodiments are directed to systems, methods, and program products for rebalancing power in a multi-chip computing platform, which includes a core processor and a discrete peripheral processor. Embodiments include determining that the core processor and the discrete peripheral processor are in a limited usage state; altering a polling interval of the core processor and the discrete peripheral processor from a first polling time to a second polling time, the second polling time greater than the first polling time; and polling the core processor and the discrete peripheral processor after an expiration of the second polling time. Embodiments also include using thermal and/or energy consumption data to dynamically adjust polling times to permit the core processor and the discrete peripheral processor to remain in an idle or low power state for as long as possible.Type: ApplicationFiled: December 29, 2017Publication date: July 4, 2019Applicant: Intel CorporationInventors: Sudheer Nair, James G. Hermerding, II, Avinash Ananthakrishnan
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Publication number: 20190129498Abstract: In one embodiment, a method receives data regarding processing of a workload by a processor. The data is input into a prediction engine configured to classify the data into a plurality of workload classifications. Each workload classification describes different temporal behavior of the workload. Then, the method outputs a prediction for at least one of the plurality of workload classifications, wherein the prediction is used to control performance of the processor in an upcoming period of time.Type: ApplicationFiled: December 27, 2018Publication date: May 2, 2019Inventors: Patrick Kam-shing Leung, James Hermerding, II, Muhammad Abozaed, Gilad Olswang, Moran Peri, Ido Karavany, William Freelove, Sudheer Nair, Tahi Hollander, Avishai Wagner