公开(公告)号：US20220291864A1

公开(公告)日：2022-09-15

申请号：US17691758

申请日：2022-03-10

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Seungjun YANG ,  Kangho ROH

IPC: G06F3/06 ,  G06N20/00

Abstract: Disclosed is an operation method of a storage device supporting a multi-stream, which includes receiving an input/output request from an external host, generating a plurality of stream identifier candidates by performing machine learning on the input/output request based on a plurality of machine learning models that are based on different machine learning algorithms, generating a model ratio based on a characteristic of the input/output request, applying the model ratio to the plurality of stream identifier candidates to allocate a final stream identifier for the input/output request, and storing write data corresponding to the input/output request in a nonvolatile memory device of the storage device based on the final stream identifier.

公开(公告)号：US20210200477A1

公开(公告)日：2021-07-01

申请号：US17136818

申请日：2020-12-29

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jungmin SEO ,  Byeonghui KIM ,  Kibeen JUNG ,  Seungjun YANG

IPC: G06F3/06 ,  G06N20/00

Abstract: A storage device is configured to manage a plurality of nonvolatile memories with a plurality of physical streams. An operation method of the storage device includes receiving an input/output request from an external host device, determining a 0-th virtual stream identifier, extracting a 0-th representative value from a 0-th virtual stream feature, extracting a first and second representative values corresponding to first and second physical streams , calculating distance information including first and second similarities between the 0-th virtual stream and each of the first and second physical streams, based on the extracted representative values, assigning one of the plurality of physical streams to the 0-th virtual stream, based on the distance information, and performing an operation corresponding to the input/output request, at the assigned physical stream, and the extracting and the calculating are performed by using machine learning model.

公开(公告)号：US20240220143A1

公开(公告)日：2024-07-04

申请号：US18475866

申请日：2023-09-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Seungjun YANG ,  Nam Wook KANG

IPC: G06F3/06

CPC classification number: G06F3/064 ,  G06F3/0604 ,  G06F3/0679

Abstract: A storage device includes a non-volatile memory including a plurality of blocks, and a storage controller configured to divide the plurality of blocks into a plurality of zones, determine a first zone of the plurality of zones corresponding to a logical address received from a host, based on a value of the logical address, map the logical address to a physical address corresponding to a first block in the first zone, and replace at least one of the logical address or the first block with a logical address or a block of a second zone of the plurality of zones. The second zone is different from the first zone.

公开(公告)号：US20170063992A1

公开(公告)日：2017-03-02

申请号：US15254400

申请日：2016-09-01

Applicant: Samsung Electronics Co., Ltd.

Inventor： Joonho BAEK ,  Hanjoon KIM ,  Jeonguk KANG ,  Dong-Uk KIM ,  Seungjun YANG ,  DuckJoo LEE ,  JinHo YI ,  Yong-Taek JEONG ,  Sangyeun CHO

IPC: H04L29/08 ,  G06F9/50 ,  H04L29/06 ,  G06F12/02

CPC classification number: H04L67/1097 ,  G06F9/5016 ,  G06F9/5083 ,  G06F12/023 ,  G06F12/0253 ,  G06F2212/1016 ,  G06F2212/1044 ,  G06F2212/154 ,  H04L67/1002 ,  H04L67/1076 ,  H04L69/16

Abstract: A server device includes a plurality of interface circuits configured to connect with a network, and perform format conversion between network packets and data chunks, the network packets being packets communicated with the network, the data chunks complying with an internal format; a plurality of memory modules operating independently of each other; and a switch circuit connected between the plurality of interface circuits and the plurality of memory modules, the switch circuit being configured to select at least one memory module from among the plurality of memory modules based on an attribute of a first data chunk transmitted from the plurality of interface circuits and, send the first data chunk to the selected memory module, wherein the selected at least one memory module is configured to, decode the first data chunk, and perform a read or write operation associated with the first data chunk based on the decoding result.

Abstract translation: 一种服务器装置，包括：多个接口电路，被配置为与网络连接，并且执行网络分组和数据块之间的格式转换，网络分组是与网络通信的分组，符合内部格式的数据块; 多个存储模块，彼此独立地操作; 以及连接在所述多个接口电路和所述多个存储器模块之间的开关电路，所述开关电路被配置为基于从所述多个存储器模块发送的第一数据块的属性从所述多个存储器模块中选择至少一个存储器模块 并且将所述第一数据块发送到所选择的存储器模块，其中所选择的至少一个存储器模块被配置为对所述第一数据块进行解码，并且基于所述第一数据块执行与所述第一数据块相关联的读或写操作 解码结果。