KR102333445B1 - Ssd 폼 팩터에서 내장된 gpu를 포함하는 nvme-of 이더넷 ssd 섀시를 포함하는 머신 러닝을 위한 시스템 및 방법 - Google Patents

Ssd 폼 팩터에서 내장된 gpu를 포함하는 nvme-of 이더넷 ssd 섀시를 포함하는 머신 러닝을 위한 시스템 및 방법 Download PDF

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KR102333445B1
KR102333445B1 KR1020180010554A KR20180010554A KR102333445B1 KR 102333445 B1 KR102333445 B1 KR 102333445B1 KR 1020180010554 A KR1020180010554 A KR 1020180010554A KR 20180010554 A KR20180010554 A KR 20180010554A KR 102333445 B1 KR102333445 B1 KR 102333445B1
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람다스 피. 카차르
솜퐁 폴 올라이그
데이비드 슈와드러
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
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    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14—Handling requests for interconnection or transfer
    • G06F13/16—Handling requests for interconnection or transfer for access to memory bus
    • G06F13/1668—Details of memory controller
    • G06F13/1684—Details of memory controller using multiple buses
    • G—PHYSICS
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    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10—File systems; File servers
    • G06F16/18—File system types
    • G06F16/1847—File system types specifically adapted to static storage, e.g. adapted to flash memory or SSD
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/38—Information transfer, e.g. on bus
    • G06F13/382—Information transfer, e.g. on bus using universal interface adapter
    • G06F13/385—Information transfer, e.g. on bus using universal interface adapter for adaptation of a particular data processing system to different peripheral devices
    • G—PHYSICS
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    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/38—Information transfer, e.g. on bus
    • G06F13/40—Bus structure
    • G06F13/4063—Device-to-bus coupling
    • G06F13/4068—Electrical coupling
    • G06F13/4072—Drivers or receivers
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored program computers
    • G06F15/78—Architectures of general purpose stored program computers comprising a single central processing unit
    • G06F15/7839—Architectures of general purpose stored program computers comprising a single central processing unit with memory
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored program computers
    • G06F15/78—Architectures of general purpose stored program computers comprising a single central processing unit
    • G06F15/7896—Modular architectures, e.g. assembled from a number of identical packages
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0668—Interfaces specially adapted for storage systems adopting a particular infrastructure
    • G06F3/067—Distributed or networked storage systems, e.g. storage area networks [SAN], network attached storage [NAS]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0668—Interfaces specially adapted for storage systems adopting a particular infrastructure
    • G06F3/0671—In-line storage system
    • G06F3/0683—Plurality of storage devices
    • G06F3/0688—Non-volatile semiconductor memory arrays

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KR1020180010554A 2017-05-24 2018-01-29 Ssd 폼 팩터에서 내장된 gpu를 포함하는 nvme-of 이더넷 ssd 섀시를 포함하는 머신 러닝을 위한 시스템 및 방법 Active KR102333445B1 (ko)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201762510728P 2017-05-24 2017-05-24
US62/510,728 2017-05-24
US15/672,223 US10417733B2 (en) 2017-05-24 2017-08-08 System and method for machine learning with NVMe-of ethernet SSD chassis with embedded GPU in SSD form factor
US15/672,223 2017-08-08

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KR20180128825A KR20180128825A (ko) 2018-12-04
KR102333445B1 true KR102333445B1 (ko) 2021-12-02

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US (1) US10417733B2 (enExample)
JP (1) JP6975095B2 (enExample)
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TW (1) TWI737904B (enExample)

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US10795842B2 (en) * 2017-05-08 2020-10-06 Liqid Inc. Fabric switched graphics modules within storage enclosures
US11573900B2 (en) 2019-09-11 2023-02-07 Intel Corporation Proactive data prefetch with applied quality of service
US10996942B1 (en) * 2020-01-21 2021-05-04 Dell Products L.P. System and method for graphics processing unit firmware updates
CN111221762B (zh) * 2020-02-25 2021-05-25 深圳市春盛海科技有限公司 图像控制器及图像系统
US11977915B2 (en) 2020-12-15 2024-05-07 Western Digital Technologies, Inc. Non-volatile memory with intelligent compute task distribution
US20220398123A1 (en) * 2021-06-11 2022-12-15 Samsung Electronics Co., Ltd. Self-healing solid state drives (ssds)

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TW201907310A (zh) 2019-02-16
JP6975095B2 (ja) 2021-12-01
CN108959135A (zh) 2018-12-07
US20180342039A1 (en) 2018-11-29
TWI737904B (zh) 2021-09-01
CN108959135B (zh) 2023-08-08
US10417733B2 (en) 2019-09-17
KR20180128825A (ko) 2018-12-04
JP2018198054A (ja) 2018-12-13

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