Patents by Inventor Lakshmi Narasimha Murthy Nukala

Lakshmi Narasimha Murthy Nukala 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).

  • Publication number: 20240095194
    Abstract: A memory control circuit coupled to multiple memory ranks may receive read and write requests for a different ranks of the multiple memory ranks. The memory control may allocate write requests to different slots based on the write requests target memory rank, and may adjust the number of slots available for a given memory rank during a write turn to improve write efficiency. The memory control circuit may also determine a number of ranks switches within a read turn based on whether a particular quality-of-service requirement associated with the read requests is being satisfied.
    Type: Application
    Filed: September 19, 2023
    Publication date: March 21, 2024
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala
  • Publication number: 20240061617
    Abstract: Systems, apparatuses, and methods for addressing bank hotspotting are described. A computing system includes a memory controller with an arbiter for determining how to arbitrate access to one or more memory device(s) for received requests. The arbiter categorizes each request in a manner that helps to ensure fair virtual channel distribution across the banks of the memory device(s). The category system includes bank hotspotting functions to give banks that have more requests more chances to go over banks with fewer requests. The category system is implemented proportionally with more category credits given to banks with higher bank depths within the virtual channel.
    Type: Application
    Filed: October 30, 2023
    Publication date: February 22, 2024
    Applicant: Apple Inc.
    Inventors: Gregory S. Mathews, Kai Lun Hsiung, Lakshmi Narasimha Murthy Nukala, Shane J. Keil, Thejasvi Magudilu Vijayaraj, Yanzhe Liu, Tao Zhang
  • Patent number: 11847348
    Abstract: Techniques are disclosed relating to multi-activation techniques for wire operations with multiple partial writes. In some embodiments, a memory controller is configured to access data in a memory device that supports partial writes having a first size using read-modify-write operations and non-partial writes having a second size that is greater than the first size. In some embodiments, the memory controller is configured to queue a first write operation having the second size, where the first write operation includes multiple partial writes. In some embodiments, the memory controller is configured to send separate activate signals to the memory device to activate a bank of the memory device to perform different proper subsets of the multiple partial writes. This may allow interleaving of other accesses to a memory bank and merging of writes while waiting for a current activation, in some embodiments.
    Type: Grant
    Filed: August 24, 2021
    Date of Patent: December 19, 2023
    Assignee: Apple Inc.
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala
  • Publication number: 20230068494
    Abstract: Techniques are disclosed relating to multi-activation techniques for wire operations with multiple partial writes. In some embodiments, a memory controller is configured to access data in a memory device that supports partial writes having a first size using read-modify-write operations and non-partial writes having a second size that is greater than the first size. In some embodiments, the memory controller is configured to queue a first write operation having the second size, where the first write operation includes multiple partial writes. In some embodiments, the memory controller is configured to send separate activate signals to the memory device to activate a bank of the memory device to perform different proper subsets of the multiple partial writes. This may allow interleaving of other accesses to a memory bank and merging of writes while waiting for a current activation, in some embodiments.
    Type: Application
    Filed: August 24, 2021
    Publication date: March 2, 2023
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala
  • Publication number: 20220357879
    Abstract: Systems, apparatuses, and methods for addressing bank hotspotting are described. A computing system includes a memory controller with an arbiter for determining how to arbitrate access to one or more memory device(s) for received requests. The arbiter categorizes each request in a manner that helps to ensure fair virtual channel distribution across the banks of the memory device(s). The category system includes bank hotspotting functions to give banks that have more requests more chances to go over banks with fewer requests. The category system is implemented proportionally with more category credits given to banks with higher bank depths within the virtual channel.
    Type: Application
    Filed: May 6, 2021
    Publication date: November 10, 2022
    Inventors: Gregory S. Mathews, Kai Lun Hsiung, Lakshmi Narasimha Murthy Nukala, Shane J. Keil, Thejasvi Magudilu Vijayaraj, Yanzhe Liu, Tao Zhang
  • Patent number: 11403037
    Abstract: An apparatus includes a memory circuit and a memory controller circuit. The memory controller circuit may include a write request queue. The memory controller circuit may be configured to receive a memory request to access the memory circuit and determine if the memory request includes a read request or a write request. A received read request may be scheduled for execution, while a received write request may be stored in the write request queue. The memory controller circuit may reorder scheduled memory requests based on achieving a specified memory access efficiency and based on a number of write requests stored in the write request queue.
    Type: Grant
    Filed: June 8, 2020
    Date of Patent: August 2, 2022
    Assignee: Apple Inc.
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Kai Lun Hsiung, Yanzhe Liu, Sukalpa Biswas
  • Patent number: 11221798
    Abstract: Techniques relating to arbitration in a memory controller are disclosed. In some embodiments, the memory controller is configured to transition between read turns and writes turn according to a turn schedule. In some embodiments, the memory controller also receives reports from circuitry requesting memory transactions and determines a current latency tolerance value based on the reports. In some embodiments, the memory controller is configured to switch from a write turn to a read turn prior to a scheduled switch based on the current latency tolerance meeting a threshold value.
    Type: Grant
    Filed: January 24, 2020
    Date of Patent: January 11, 2022
    Assignee: Apple Inc.
    Inventors: Gregory S. Mathews, Kai Lun Hsiung, Lakshmi Narasimha Murthy Nukala, Peter Fu, Rakesh L. Notani, Sukalpa Biswas, Thejasvi Magudilu Vijayaraj, Yanzhe Liu, Shane J. Keil
  • Patent number: 10901617
    Abstract: A memory controller circuit coupled to a memory circuit that includes multiple banks may receive multiple access requests including a particular access request to a particular bank of the plurality of banks. The particular access request is associated with a particular virtual channel of a plurality of virtual channels. The memory controller circuit may select a given access requests of the multiple access requests based on an arbitration category value associated with a virtual channel of the given access request and modify the arbitration category value in response to selecting the given access request.
    Type: Grant
    Filed: September 9, 2019
    Date of Patent: January 26, 2021
    Assignee: Apple Inc.
    Inventors: Gregory S. Mathews, Shane J. Keil, Sukalpa Biswas, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijavaraj
  • Patent number: 10872652
    Abstract: A method and apparatus for optimizing calibrations of a memory subsystem is disclosed. A memory controller of a memory subsystem includes a memory interface suitable for coupling to a DRAM having a plurality of banks. The memory controller includes a state machine the state machine may initiate calibration of circuitry within the memory controller. Responsive to initiating the calibration, the state machine also causes a refresh command to be transmitted to the DRAM. The calibration is then performed concurrent with the refresh of the DRAM. Subsequent to transmitting the refresh command, the state machine causes the memory interface to be placed into a low power state.
    Type: Grant
    Filed: June 19, 2018
    Date of Patent: December 22, 2020
    Assignee: Apple Inc.
    Inventors: Rakesh L. Notani, Lakshmi Narasimha Murthy Nukala, Kai Lun Hsiung, Sukalpa Biswas, Yanzhe Liu
  • Patent number: 10838884
    Abstract: A memory controller circuit coupled to multiple memory circuits may receive requests to access particular locations within the multiple memory circuits. A request may be assigned a particular quality-of-service level. During operation, the memory controller circuit may reallocate the quality-of-service level of a particular request to a new quality-of-service level based on accumulated bandwidth credits associated with the new quality-of-service level.
    Type: Grant
    Filed: March 15, 2019
    Date of Patent: November 17, 2020
    Assignee: Apple Inc.
    Inventors: Thejasvi Magudilu Vijavaraj, Sukalpa Biswas, Lakshmi narasimha murthy Nukala, Gregory S. Mathews
  • Patent number: 10817219
    Abstract: A memory controller circuit coupled to multiple memory circuits may receive a read request for a particular one of the memory circuits and insert the read request into one of multiple linked lists that includes a linked list whose entries correspond to previously received read requests and are linked according to respective ages of the read requests. The memory controller circuit may schedule the read request using a head pointer of one of the multiple linked lists.
    Type: Grant
    Filed: September 12, 2018
    Date of Patent: October 27, 2020
    Assignee: Apple Inc.
    Inventors: Lakshmi Narasimha Murthy Nukala, Sukalpa Biswas, Thejasvi Magudilu Vijavaraj, Shane J. Keil, Gregory S. Mathews
  • Publication number: 20200301615
    Abstract: An apparatus includes a memory circuit and a memory controller circuit. The memory controller circuit may include a write request queue. The memory controller circuit may be configured to receive a memory request to access the memory circuit and determine if the memory request includes a read request or a write request. A received read request may be scheduled for execution, while a received write request may be stored in the write request queue. The memory controller circuit may reorder scheduled memory requests based on achieving a specified memory access efficiency and based on a number of write requests stored in the write request queue.
    Type: Application
    Filed: June 8, 2020
    Publication date: September 24, 2020
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Kai Lun Hsiung, Yanzhe Liu, Sukalpa Biswas
  • Patent number: 10783104
    Abstract: A memory request management system may include a memory device and a memory controller. The memory controller may include a read queue, a write queue, an arbitration circuit, a read credit allocation circuit, and a write credit allocation circuit. The read queue and write queue may store corresponding requests from request streams. The arbitration circuit may send requests from the read queue and write queue to the memory device based on locations of addresses indicated by the requests. The read credit allocation circuit may send an indication of an available read credit to a request stream in response to a read request from the request stream being sent from the read queue to the memory device. The write credit allocation circuit may send an indication of an available write credit to a request stream in response to a write request from the request stream being stored at the write queue.
    Type: Grant
    Filed: October 7, 2019
    Date of Patent: September 22, 2020
    Assignee: Apple Inc.
    Inventors: Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Sukulpa Biswas
  • Patent number: 10678478
    Abstract: An embodiment of an apparatus includes a memory circuit and a memory controller circuit. The memory controller circuit may include a write request queue. The memory controller circuit may be configured to receive a memory request to access the memory circuit and determine if the memory request includes a read request or a write request. A received read request may be scheduled for execution, while a received write request may be stored in the write request queue. The memory controller circuit may reorder scheduled memory requests based on achieving a specified memory access efficiency and based on a number of write requests stored in the write request queue.
    Type: Grant
    Filed: August 24, 2018
    Date of Patent: June 9, 2020
    Assignee: Apple Inc.
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Kai Lun Hsiung, Yanzhe Liu, Sukalpa Biswas
  • Publication number: 20200159463
    Abstract: Techniques relating to arbitration in a memory controller are disclosed. In some embodiments, the memory controller is configured to transition between read turns and writes turn according to a turn schedule. In some embodiments, the memory controller also receives reports from circuitry requesting memory transactions and determines a current latency tolerance value based on the reports. In some embodiments, the memory controller is configured to switch from a write turn to a read turn prior to a scheduled switch based on the current latency tolerance meeting a threshold value.
    Type: Application
    Filed: January 24, 2020
    Publication date: May 21, 2020
    Inventors: Gregory S. Mathews, Kai Lun Hsiung, Lakshmi Narasimha Murthy Nukala, Peter Fu, Rakesh L. Notani, Sukalpa Biswas, Thejasvi Magudilu Vijayaraj, Yanzhe Liu, Shane J. Keil
  • Publication number: 20200133905
    Abstract: A memory request management system may include a memory device and a memory controller. The memory controller may include a read queue, a write queue, an arbitration circuit, a read credit allocation circuit, and a write credit allocation circuit. The read queue and write queue may store corresponding requests from request streams. The arbitration circuit may send requests from the read queue and write queue to the memory device based on locations of addresses indicated by the requests. The read credit allocation circuit may send an indication of an available read credit to a request stream in response to a read request from the request stream being sent from the read queue to the memory device. The write credit allocation circuit may send an indication of an available write credit to a request stream in response to a write request from the request stream being stored at the write queue.
    Type: Application
    Filed: October 7, 2019
    Publication date: April 30, 2020
    Inventors: Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Sukulpa Biswas
  • Publication number: 20200081652
    Abstract: A memory controller circuit coupled to multiple memory circuits may receive a read request for a particular one of the memory circuits and insert the read request into one of multiple linked lists that includes a linked list whose entries correspond to previously received read requests and are linked according to respective ages of the read requests. The memory controller circuit may schedule the read request using a head pointer of one of the multiple linked lists.
    Type: Application
    Filed: September 12, 2018
    Publication date: March 12, 2020
    Inventors: Lakshmi Narasimha Murthy Nukala, Sukalpa Biswas, Thejasvi Magudilu Vijavaraj, Shane J. Keil, Gregory S. Mathews
  • Publication number: 20200081622
    Abstract: A memory controller circuit coupled to a memory circuit that includes multiple banks may receive multiple access requests including a particular access request to a particular bank of the plurality of banks. The particular access request is associated with a particular virtual channel of a plurality of virtual channels. The memory controller circuit may select a given access requests of the multiple access requests based on an arbitration category value associated with a virtual channel of the given access request and modify the arbitration category value in response to selecting the given access request.
    Type: Application
    Filed: September 9, 2019
    Publication date: March 12, 2020
    Inventors: Gregory S. Mathews, Shane J. Keil, Sukalpa Biswas, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijavaraj
  • Publication number: 20200065028
    Abstract: An embodiment of an apparatus includes a memory circuit and a memory controller circuit. The memory controller circuit may include a write request queue. The memory controller circuit may be configured to receive a memory request to access the memory circuit and determine if the memory request includes a read request or a write request. A received read request may be scheduled for execution, while a received write request may be stored in the write request queue. The memory controller circuit may reorder scheduled memory requests based on achieving a specified memory access efficiency and based on a number of write requests stored in the write request queue.
    Type: Application
    Filed: August 24, 2018
    Publication date: February 27, 2020
    Inventors: Shane J. Keil, Gregory S. Mathews, Lakshmi Narasimha Murthy Nukala, Thejasvi Magudilu Vijayaraj, Kai Lun Hsiung, Yanzhe Liu, Sukalpa Biswas
  • Publication number: 20200057579
    Abstract: Techniques relating to arbitration in a memory controller are disclosed. In some embodiments, the memory controller implements a per-bank priority-based arbitration scheme for different types of memory traffic (e.g., with different quality of service parameters). In some embodiments, the memory controller is configured to provide per-bank overrides to the arbitration scheme based on latency tolerance reported by one or more requesters sending a particular type of memory traffic. Various techniques disclosed herein may improve performance, improve fairness among different types of memory traffic, and/or reduce power consumption.
    Type: Application
    Filed: August 17, 2018
    Publication date: February 20, 2020
    Inventors: Gregory S. Mathews, Kai Lun Hsiung, Lakshmi Narasimha Murthy Nukala, Peter Fu, Rakesh L. Notani, Sukalpa Biswas, Thejasvi Magudilu Vijayaraj, Yanzhe Liu, Shane J. Keil