知搜-全球专利检索

  1. Login
  2. Sign Up

Search Results

75 records (took 0.12 seconds)

    SYSTEMS AND METHODS FOR PREDICTING STORAGE DEVICE FAILURE USING MACHINE LEARNING
    31.
    发明公开
    SYSTEMS AND METHODS FOR PREDICTING STORAGE DEVICE FAILURE USING MACHINE LEARNING 审中-公开

    公开(公告)号：US20230281489A1

    公开(公告)日：2023-09-07

    申请号：US18197717

    申请日：2023-05-15

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Qinling ZHENG ,  Nima ELYASI ,  Vikas SINHA ,  Changho CHOI

    IPC: G06N5/04 ,  G06N20/00 ,  G06F11/16

    CPC classification number: G06N5/04 ,  G06N20/00 ,  G06F11/16

    Abstract: A method for predicting a time-to-failure of a target storage device may include training a machine learning scheme with a time-series dataset, and applying the telemetry data from the target storage device to the machine learning scheme which may output a time-window based time-to-failure prediction. A method for training a machine learning scheme for predicting a time-to-failure of a storage device may include applying a data quality improvement framework to a time-series dataset of operational and failure data from multiple storage devices, and training the scheme with the pre-processed dataset. A method for training a machine learning scheme for predicting a time-to-failure of a storage device may include training the scheme with a first portion of a time-series dataset of operational and failure data from multiple storage devices, testing the machine learning scheme with a second portion of the time-series dataset, and evaluating the machine learning scheme.

    GARBAGE COLLECTION - AUTOMATIC DATA PLACEMENT
    33.
    发明申请
    GARBAGE COLLECTION - AUTOMATIC DATA PLACEMENT 有权

    公开(公告)号：US20220171701A1

    公开(公告)日：2022-06-02

    申请号：US17543710

    申请日：2021-12-06

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Rajinikanth PANDURANGAN ,  Changho CHOI

    IPC: G06F12/02 ,  G06F3/06

    Abstract: A Solid State Drive (SSD) is disclosed. The SSD may include flash memory to store data. An SSD controller may manage reading and writing data to the flash memory. The SSD may include an automatic stream detection logic to select a stream identifier responsive to attributes of data. A garbage collection logic may select an erase block and program valid data in the erase block into a second block responsive to a stream ID determined the automatic stream detection logic. The stream ID may be determined after the garbage collection logic has selected the erase block for garbage collection.

    GARBAGE COLLECTION - AUTOMATIC DATA PLACEMENT
    34.
    发明申请
    GARBAGE COLLECTION - AUTOMATIC DATA PLACEMENT 审中-公开

    公开(公告)号：US20180307596A1

    公开(公告)日：2018-10-25

    申请号：US15620814

    申请日：2017-06-12

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Rajinikanth PANDURANGAN ,  Changho CHOI

    IPC: G06F12/02 ,  G06F3/06

    Abstract: A Solid State Drive (SSD) is disclosed. The SSD may include flash memory to store data. An SSD controller may manage reading and writing data to the flash memory. The SSD may include an automatic stream detection logic to select a stream identifier responsive to attributes of data. A garbage collection logic may select an erase block and program valid data in the erase block into a second block responsive to a stream ID determined the automatic stream detection logic. The stream ID may be determined after the garbage collection logic has selected the erase block for garbage collection.

    METHOD OF CONSOLIDATE DATA STREAMS FOR MULTI-STREAM ENABLED SSDS
    35.
    发明申请
    METHOD OF CONSOLIDATE DATA STREAMS FOR MULTI-STREAM ENABLED SSDS 审中-公开

    公开(公告)号：US20180113642A1

    公开(公告)日：2018-04-26

    申请号：US15458968

    申请日：2017-03-14

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hingkwan HUEN ,  Changho CHOI

    IPC: G06F3/06

    CPC classification number: G06F3/0605 ,  G06F3/0659 ,  G06F3/0679

    Abstract: A Solid State Drive (SSD) is disclosed. The SSD may include a flash memory to store data and support for a number of device streams. The SSD may also include an SSD controller to manage reading data from and writing data to the flash memory. The SSD may also include a host interface logic, which may include a receiver to receive the commands associated with software streams from a host, a timer to time a window, a statistics collector to determine values for at least one criterion for the software streams from the commands, a ranker to rank the software streams according to the values, and a mapper to establish a mapping between the software streams and device streams.

    SYSTEMS AND METHODS FOR BUFFER DATA PRESERVATION
    39.
    发明申请
    SYSTEMS AND METHODS FOR BUFFER DATA PRESERVATION 有权

    公开(公告)号：US20250077092A1

    公开(公告)日：2025-03-06

    申请号：US18511907

    申请日：2023-11-16

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Byung CHOI ,  Tong ZHANG ,  Changho CHOI

    IPC: G06F3/06

    Abstract: Systems and methods for buffer data preservation. In some embodiments, the method includes: receiving, by a persistent storage device including non-volatile memory and a buffer storing data, a first memory-addressed instruction; and copying a portion of the data in the buffer of the persistent storage device to the non-volatile memory, based on receiving the first memory-addressed instruction.

    METHOD OF OPERATING MEMORY SYSTEM AND MEMORY SYSTEM PERFORMING THE SAME
    40.
    发明公开
    METHOD OF OPERATING MEMORY SYSTEM AND MEMORY SYSTEM PERFORMING THE SAME 审中-公开

    公开(公告)号：US20240319882A1

    公开(公告)日：2024-09-26

    申请号：US18485719

    申请日：2023-10-12

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Changho CHOI ,  Young Bong KIM ,  Eun-Kyung CHOI

    IPC: G06F3/06

    CPC classification number: G06F3/0613 ,  G06F3/064 ,  G06F3/0679

    Abstract: In a method of operating a memory system disclosed, whether a first condition is satisfied is determined. The first condition is associated with free blocks and garbage collection (GC) target blocks from among a plurality of memory blocks. In response to the first condition being satisfied, a size of a data sample associated with executions of a host input/output request and GC is adjusted. The data sample is generated based on the adjusted size of the data sample. The data sample includes a downscaled current valid page count (VPC) ratio and the first number of previous host input/output request to GC processing ratios. A current host input/output request to GC processing ratio is calculated based on the data sample. The host input/output request and the GC are performed based on the current host input/output request to GC processing ratio.

Patent Agency Ranking