KR102545726B1 - 프로세서-기반 시스템들에서 공간 QoS(Quality of Service) 태깅을 사용한 이종 메모리 시스템들의 유연한 관리의 제공 - Google Patents

프로세서-기반 시스템들에서 공간 QoS(Quality of Service) 태깅을 사용한 이종 메모리 시스템들의 유연한 관리의 제공 Download PDF

Info

Publication number
KR102545726B1
KR102545726B1 KR1020197007982A KR20197007982A KR102545726B1 KR 102545726 B1 KR102545726 B1 KR 102545726B1 KR 1020197007982 A KR1020197007982 A KR 1020197007982A KR 20197007982 A KR20197007982 A KR 20197007982A KR 102545726 B1 KR102545726 B1 KR 102545726B1
Authority
KR
South Korea
Prior art keywords
memory
processor
master table
qos policy
heterogeneous
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
KR1020197007982A
Other languages
English (en)
Korean (ko)
Other versions
KR20190049742A (ko
Inventor
콜린 비턴 베릴리
칼 앨런 월스퍼거
나타라잔 바이드야나탄
매튜스 코넬리스 안토니우스 아드리아누스 헤데스
쿠스타브 바타차랴
Original Assignee
퀄컴 인코포레이티드
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 퀄컴 인코포레이티드 filed Critical 퀄컴 인코포레이티드
Publication of KR20190049742A publication Critical patent/KR20190049742A/ko
Application granted granted Critical
Publication of KR102545726B1 publication Critical patent/KR102545726B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • G06F12/02Addressing or allocation; Relocation
    • G06F12/08Addressing or allocation; Relocation in hierarchically structured memory systems, e.g. virtual memory systems
    • G06F12/0802Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches
    • G06F12/0804Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches with main memory updating
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • G06F12/02Addressing or allocation; Relocation
    • G06F12/08Addressing or allocation; Relocation in hierarchically structured memory systems, e.g. virtual memory systems
    • G06F12/0802Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • G06F12/02Addressing or allocation; Relocation
    • G06F12/08Addressing or allocation; Relocation in hierarchically structured memory systems, e.g. virtual memory systems
    • G06F12/0802Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches
    • G06F12/0891Addressing of a memory level in which the access to the desired data or data block requires associative addressing means, e.g. caches using clearing, invalidating or resetting means
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14Handling requests for interconnection or transfer
    • G06F13/16Handling requests for interconnection or transfer for access to memory bus
    • G06F13/1668Details of memory controller
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14Handling requests for interconnection or transfer
    • G06F13/16Handling requests for interconnection or transfer for access to memory bus
    • G06F13/1668Details of memory controller
    • G06F13/1694Configuration of memory controller to different memory types
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0602Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/0604Improving or facilitating administration, e.g. storage management
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0628Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0629Configuration or reconfiguration of storage systems
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/06Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601Interfaces specially adapted for storage systems
    • G06F3/0668Interfaces specially adapted for storage systems adopting a particular infrastructure
    • G06F3/0671In-line storage system
    • G06F3/0683Plurality of storage devices
    • G06F3/0685Hybrid storage combining heterogeneous device types, e.g. hierarchical storage, hybrid arrays
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F12/00Accessing, addressing or allocating within memory systems or architectures
    • G06F12/02Addressing or allocation; Relocation
    • G06F12/08Addressing or allocation; Relocation in hierarchically structured memory systems, e.g. virtual memory systems
    • G06F12/12Replacement control
    • G06F12/121Replacement control using replacement algorithms
    • G06F12/126Replacement control using replacement algorithms with special data handling, e.g. priority of data or instructions, handling errors or pinning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2212/00Indexing scheme relating to accessing, addressing or allocation within memory systems or architectures
    • G06F2212/10Providing a specific technical effect
    • G06F2212/1016Performance improvement
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2212/00Indexing scheme relating to accessing, addressing or allocation within memory systems or architectures
    • G06F2212/20Employing a main memory using a specific memory technology
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2212/00Indexing scheme relating to accessing, addressing or allocation within memory systems or architectures
    • G06F2212/60Details of cache memory
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2212/00Indexing scheme relating to accessing, addressing or allocation within memory systems or architectures
    • G06F2212/60Details of cache memory
    • G06F2212/601Reconfiguration of cache memory

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Memory System Of A Hierarchy Structure (AREA)
  • Logic Circuits (AREA)
KR1020197007982A 2016-09-22 2017-08-25 프로세서-기반 시스템들에서 공간 QoS(Quality of Service) 태깅을 사용한 이종 메모리 시스템들의 유연한 관리의 제공 Active KR102545726B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US15/272,951 US10055158B2 (en) 2016-09-22 2016-09-22 Providing flexible management of heterogeneous memory systems using spatial quality of service (QoS) tagging in processor-based systems
US15/272,951 2016-09-22
PCT/US2017/048561 WO2018057231A1 (en) 2016-09-22 2017-08-25 Providing flexible management of heterogeneous memory systems using spatial quality of service (qos) tagging in processor-based systems

Publications (2)

Publication Number Publication Date
KR20190049742A KR20190049742A (ko) 2019-05-09
KR102545726B1 true KR102545726B1 (ko) 2023-06-19

Family

ID=59762104

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020197007982A Active KR102545726B1 (ko) 2016-09-22 2017-08-25 프로세서-기반 시스템들에서 공간 QoS(Quality of Service) 태깅을 사용한 이종 메모리 시스템들의 유연한 관리의 제공

Country Status (9)

Country Link
US (1) US10055158B2 (enExample)
EP (1) EP3516523B1 (enExample)
JP (1) JP7116047B2 (enExample)
KR (1) KR102545726B1 (enExample)
CN (1) CN109690500B (enExample)
BR (1) BR112019005235A2 (enExample)
CA (1) CA3034273A1 (enExample)
TW (1) TWI655545B (enExample)
WO (1) WO2018057231A1 (enExample)

Families Citing this family (59)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11321321B2 (en) 2016-09-26 2022-05-03 Splunk Inc. Record expansion and reduction based on a processing task in a data intake and query system
US11604795B2 (en) 2016-09-26 2023-03-14 Splunk Inc. Distributing partial results from an external data system between worker nodes
US11567993B1 (en) 2016-09-26 2023-01-31 Splunk Inc. Copying buckets from a remote shared storage system to memory associated with a search node for query execution
US11442935B2 (en) 2016-09-26 2022-09-13 Splunk Inc. Determining a record generation estimate of a processing task
US11586627B2 (en) 2016-09-26 2023-02-21 Splunk Inc. Partitioning and reducing records at ingest of a worker node
US11593377B2 (en) 2016-09-26 2023-02-28 Splunk Inc. Assigning processing tasks in a data intake and query system
US11874691B1 (en) 2016-09-26 2024-01-16 Splunk Inc. Managing efficient query execution including mapping of buckets to search nodes
US11615104B2 (en) 2016-09-26 2023-03-28 Splunk Inc. Subquery generation based on a data ingest estimate of an external data system
US11232100B2 (en) 2016-09-26 2022-01-25 Splunk Inc. Resource allocation for multiple datasets
US10984044B1 (en) 2016-09-26 2021-04-20 Splunk Inc. Identifying buckets for query execution using a catalog of buckets stored in a remote shared storage system
US11106734B1 (en) 2016-09-26 2021-08-31 Splunk Inc. Query execution using containerized state-free search nodes in a containerized scalable environment
US11243963B2 (en) 2016-09-26 2022-02-08 Splunk Inc. Distributing partial results to worker nodes from an external data system
US11580107B2 (en) 2016-09-26 2023-02-14 Splunk Inc. Bucket data distribution for exporting data to worker nodes
US12013895B2 (en) 2016-09-26 2024-06-18 Splunk Inc. Processing data using containerized nodes in a containerized scalable environment
US10977260B2 (en) 2016-09-26 2021-04-13 Splunk Inc. Task distribution in an execution node of a distributed execution environment
US11663227B2 (en) 2016-09-26 2023-05-30 Splunk Inc. Generating a subquery for a distinct data intake and query system
US11023463B2 (en) 2016-09-26 2021-06-01 Splunk Inc. Converting and modifying a subquery for an external data system
US11620336B1 (en) * 2016-09-26 2023-04-04 Splunk Inc. Managing and storing buckets to a remote shared storage system based on a collective bucket size
US11163758B2 (en) 2016-09-26 2021-11-02 Splunk Inc. External dataset capability compensation
US11314753B2 (en) 2016-09-26 2022-04-26 Splunk Inc. Execution of a query received from a data intake and query system
US11003714B1 (en) 2016-09-26 2021-05-11 Splunk Inc. Search node and bucket identification using a search node catalog and a data store catalog
US11416528B2 (en) 2016-09-26 2022-08-16 Splunk Inc. Query acceleration data store
US11294941B1 (en) 2016-09-26 2022-04-05 Splunk Inc. Message-based data ingestion to a data intake and query system
US11281706B2 (en) 2016-09-26 2022-03-22 Splunk Inc. Multi-layer partition allocation for query execution
US11222066B1 (en) 2016-09-26 2022-01-11 Splunk Inc. Processing data using containerized state-free indexing nodes in a containerized scalable environment
US11860940B1 (en) 2016-09-26 2024-01-02 Splunk Inc. Identifying buckets for query execution using a catalog of buckets
US11269939B1 (en) 2016-09-26 2022-03-08 Splunk Inc. Iterative message-based data processing including streaming analytics
US11250056B1 (en) 2016-09-26 2022-02-15 Splunk Inc. Updating a location marker of an ingestion buffer based on storing buckets in a shared storage system
US11562023B1 (en) 2016-09-26 2023-01-24 Splunk Inc. Merging buckets in a data intake and query system
US11461334B2 (en) 2016-09-26 2022-10-04 Splunk Inc. Data conditioning for dataset destination
US10353965B2 (en) 2016-09-26 2019-07-16 Splunk Inc. Data fabric service system architecture
US11599541B2 (en) 2016-09-26 2023-03-07 Splunk Inc. Determining records generated by a processing task of a query
US10956415B2 (en) 2016-09-26 2021-03-23 Splunk Inc. Generating a subquery for an external data system using a configuration file
US11126632B2 (en) 2016-09-26 2021-09-21 Splunk Inc. Subquery generation based on search configuration data from an external data system
US20180089324A1 (en) 2016-09-26 2018-03-29 Splunk Inc. Dynamic resource allocation for real-time search
US11550847B1 (en) 2016-09-26 2023-01-10 Splunk Inc. Hashing bucket identifiers to identify search nodes for efficient query execution
KR20180104830A (ko) * 2017-03-14 2018-09-27 에스케이하이닉스 주식회사 메모리 시스템 및 이의 동작 방법
US11921672B2 (en) 2017-07-31 2024-03-05 Splunk Inc. Query execution at a remote heterogeneous data store of a data fabric service
US11989194B2 (en) 2017-07-31 2024-05-21 Splunk Inc. Addressing memory limits for partition tracking among worker nodes
US12248484B2 (en) 2017-07-31 2025-03-11 Splunk Inc. Reassigning processing tasks to an external storage system
US12118009B2 (en) 2017-07-31 2024-10-15 Splunk Inc. Supporting query languages through distributed execution of query engines
US20190057045A1 (en) * 2017-08-16 2019-02-21 Alibaba Group Holding Limited Methods and systems for caching based on service level agreement
US11151137B2 (en) 2017-09-25 2021-10-19 Splunk Inc. Multi-partition operation in combination operations
US10896182B2 (en) 2017-09-25 2021-01-19 Splunk Inc. Multi-partitioning determination for combination operations
US11334543B1 (en) 2018-04-30 2022-05-17 Splunk Inc. Scalable bucket merging for a data intake and query system
WO2020220216A1 (en) 2019-04-29 2020-11-05 Splunk Inc. Search time estimate in data intake and query system
US11715051B1 (en) 2019-04-30 2023-08-01 Splunk Inc. Service provider instance recommendations using machine-learned classifications and reconciliation
US11343176B2 (en) * 2019-06-24 2022-05-24 Amazon Technologies, Inc. Interconnect address based QoS regulation
US11494380B2 (en) 2019-10-18 2022-11-08 Splunk Inc. Management of distributed computing framework components in a data fabric service system
US11620053B2 (en) * 2019-10-24 2023-04-04 Micron Technology, Inc. Quality of service for the multiple functions in memory devices
US11687244B2 (en) * 2019-10-24 2023-06-27 Micron Technology, Inc. Quality of service for memory devices using weighted memory access operation types
US11237731B2 (en) 2019-10-24 2022-02-01 Micron Technology, Inc. Quality of service for memory devices using suspend and resume of program and erase operations
US11922222B1 (en) 2020-01-30 2024-03-05 Splunk Inc. Generating a modified component for a data intake and query system using an isolated execution environment image
US11704313B1 (en) 2020-10-19 2023-07-18 Splunk Inc. Parallel branch operation using intermediary nodes
US12072939B1 (en) 2021-07-30 2024-08-27 Splunk Inc. Federated data enrichment objects
US12093272B1 (en) 2022-04-29 2024-09-17 Splunk Inc. Retrieving data identifiers from queue for search of external data system
US12271389B1 (en) 2022-06-10 2025-04-08 Splunk Inc. Reading query results from an external data system
US12287790B2 (en) 2023-01-31 2025-04-29 Splunk Inc. Runtime systems query coordinator
US20250028720A1 (en) 2023-07-17 2025-01-23 Splunk Inc. Identifying components to obtain and process data according to a query

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016085641A1 (en) 2014-11-25 2016-06-02 Qualcomm Incorporated Providing shared cache memory allocation control in shared cache memory systems

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6260127B1 (en) 1998-07-13 2001-07-10 Compaq Computer Corporation Method and apparatus for supporting heterogeneous memory in computer systems
US20030135609A1 (en) * 2002-01-16 2003-07-17 Sun Microsystems, Inc. Method, system, and program for determining a modification of a system resource configuration
US8259566B2 (en) * 2005-09-20 2012-09-04 Qualcomm Incorporated Adaptive quality of service policy for dynamic networks
US7646636B2 (en) 2007-02-16 2010-01-12 Mosaid Technologies Incorporated Non-volatile memory with dynamic multi-mode operation
US20080270483A1 (en) * 2007-04-30 2008-10-30 Hewlett-Packard Development Company, L.P. Storage Management System
US20110055495A1 (en) * 2009-08-28 2011-03-03 Qualcomm Incorporated Memory Controller Page Management Devices, Systems, and Methods
US20130046934A1 (en) 2011-08-15 2013-02-21 Robert Nychka System caching using heterogenous memories
US8751746B2 (en) 2011-12-15 2014-06-10 Apple Inc. QoS management in the L2 cache
US9100321B2 (en) * 2012-11-28 2015-08-04 International Business Machines Corporation Dynamic network traffic management in response to non-network conditions input
US9092327B2 (en) 2012-12-10 2015-07-28 Qualcomm Incorporated System and method for allocating memory to dissimilar memory devices using quality of service
US9201777B2 (en) * 2012-12-23 2015-12-01 Advanced Micro Devices, Inc. Quality of service support using stacked memory device with logic die
US9224452B2 (en) * 2013-01-17 2015-12-29 Qualcomm Incorporated Heterogeneous memory systems, and related methods and computer-readable media for supporting heterogeneous memory access requests in processor-based systems
US9880773B2 (en) * 2013-03-27 2018-01-30 Vmware, Inc. Non-homogeneous disk abstraction for data oriented applications
WO2015101827A1 (en) 2013-12-31 2015-07-09 Mosys, Inc. Integrated main memory and coprocessor with low latency
US20150286571A1 (en) * 2014-04-04 2015-10-08 Qualcomm Incorporated Adaptive cache prefetching based on competing dedicated prefetch policies in dedicated cache sets to reduce cache pollution
US10838862B2 (en) * 2014-05-21 2020-11-17 Qualcomm Incorporated Memory controllers employing memory capacity compression, and related processor-based systems and methods
US10282100B2 (en) * 2014-08-19 2019-05-07 Samsung Electronics Co., Ltd. Data management scheme in virtualized hyperscale environments
US10437479B2 (en) 2014-08-19 2019-10-08 Samsung Electronics Co., Ltd. Unified addressing and hierarchical heterogeneous storage and memory
US9697126B2 (en) * 2014-11-25 2017-07-04 Qualcomm Incorporated Generating approximate usage measurements for shared cache memory systems
US9627072B2 (en) * 2014-11-25 2017-04-18 Macronix International Co., Ltd. Variant operation sequences for multibit memory
US9575881B2 (en) * 2014-12-04 2017-02-21 Qualcomm Incorporated Systems and methods for providing improved latency in a non-uniform memory architecture

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016085641A1 (en) 2014-11-25 2016-06-02 Qualcomm Incorporated Providing shared cache memory allocation control in shared cache memory systems

Also Published As

Publication number Publication date
CA3034273A1 (en) 2018-03-29
TWI655545B (zh) 2019-04-01
WO2018057231A1 (en) 2018-03-29
EP3516523A1 (en) 2019-07-31
US10055158B2 (en) 2018-08-21
KR20190049742A (ko) 2019-05-09
JP7116047B2 (ja) 2022-08-09
TW201814539A (zh) 2018-04-16
US20180081579A1 (en) 2018-03-22
BR112019005235A2 (pt) 2019-06-04
EP3516523B1 (en) 2021-09-15
CN109690500B (zh) 2023-06-20
JP2019532412A (ja) 2019-11-07
CN109690500A (zh) 2019-04-26

Similar Documents

Publication Publication Date Title
KR102545726B1 (ko) 프로세서-기반 시스템들에서 공간 QoS(Quality of Service) 태깅을 사용한 이종 메모리 시스템들의 유연한 관리의 제공
US10169246B2 (en) Reducing metadata size in compressed memory systems of processor-based systems
EP3676711B1 (en) Providing fine-grained quality of service (qos) control using interpolation for partitioned resources in processor-based systems
JP6391855B2 (ja) メモリ管理ユニット(mmu)パーティショニングされたトランスレーションキャッシュ、ならびに関連する装置、方法およびコンピュータ可読媒体を提供すること
US20180173623A1 (en) Reducing or avoiding buffering of evicted cache data from an uncompressed cache memory in a compressed memory system to avoid stalling write operations
US10198362B2 (en) Reducing bandwidth consumption when performing free memory list cache maintenance in compressed memory schemes of processor-based systems
KR20180103907A (ko) 태그 디렉터리 캐시들을 이용한 확장 가능 동적 랜덤 액세스 메모리(dram) 캐시 관리의 제공
US11822487B2 (en) Flexible storage and optimized search for multiple page sizes in a translation lookaside buffer
US10061698B2 (en) Reducing or avoiding buffering of evicted cache data from an uncompressed cache memory in a compression memory system when stalled write operations occur
CN110998547A (zh) 筛选被预测为到达即死(doa)的经逐出高速缓冲条目到高速缓冲存储器系统的最后层级高速缓冲(llc)存储器中的插入
US10176096B2 (en) Providing scalable dynamic random access memory (DRAM) cache management using DRAM cache indicator caches
US10228991B2 (en) Providing hardware-based translation lookaside buffer (TLB) conflict resolution in processor-based systems

Legal Events

Date Code Title Description
PA0105 International application

Patent event date: 20190319

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
A201 Request for examination
PA0201 Request for examination

Patent event code: PA02012R01D

Patent event date: 20200811

Comment text: Request for Examination of Application

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

Comment text: Notification of reason for refusal

Patent event date: 20220816

Patent event code: PE09021S01D

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

Patent event code: PE07011S01D

Comment text: Decision to Grant Registration

Patent event date: 20230316

GRNT Written decision to grant
PR0701 Registration of establishment

Comment text: Registration of Establishment

Patent event date: 20230615

Patent event code: PR07011E01D

PR1002 Payment of registration fee

Payment date: 20230615

End annual number: 3

Start annual number: 1

PG1601 Publication of registration