JP7063756B2 - オートティアリングを遂行するためのシステム、その方法、及び実行のための命令語が記録された記録媒体 - Google Patents

オートティアリングを遂行するためのシステム、その方法、及び実行のための命令語が記録された記録媒体 Download PDF

Info

Publication number
JP7063756B2
JP7063756B2 JP2018134736A JP2018134736A JP7063756B2 JP 7063756 B2 JP7063756 B2 JP 7063756B2 JP 2018134736 A JP2018134736 A JP 2018134736A JP 2018134736 A JP2018134736 A JP 2018134736A JP 7063756 B2 JP7063756 B2 JP 7063756B2
Authority
JP
Japan
Prior art keywords
virtual machine
data
storage
performance
storage tier
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
JP2018134736A
Other languages
English (en)
Japanese (ja)
Other versions
JP2019021315A5 (https=
JP2019021315A (ja
Inventor
征 宇 ヤン
ダビッド エバンス トーマス
アンドリュース アレン
マイヤーズ クレイ
ロリー ボルト トーマス
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics Co Ltd
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 Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Publication of JP2019021315A publication Critical patent/JP2019021315A/ja
Publication of JP2019021315A5 publication Critical patent/JP2019021315A5/ja
Application granted granted Critical
Publication of JP7063756B2 publication Critical patent/JP7063756B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/061—Improving I/O performance
    • G06F3/0611—Improving I/O performance in relation to response time
    • 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
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/0604—Improving or facilitating administration, e.g. storage management
    • G06F3/0605—Improving or facilitating administration, e.g. storage management by facilitating the interaction with a user or administrator
    • 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
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/061—Improving I/O performance
    • 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
    • G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0646—Horizontal data movement in storage systems, i.e. moving data in between storage devices or systems
    • G06F3/0647—Migration mechanisms
    • 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
    • G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0646—Horizontal data movement in storage systems, i.e. moving data in between storage devices or systems
    • G06F3/0647—Migration mechanisms
    • G06F3/0649—Lifecycle management
    • 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
    • G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0662—Virtualisation aspects
    • G06F3/0665—Virtualisation aspects at area level, e.g. provisioning of virtual or logical volumes
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/4557—Distribution of virtual machine instances; Migration and load balancing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/45579—I/O management, e.g. providing access to device drivers or storage
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/45583—Memory management, e.g. access or allocation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/45591—Monitoring or debugging support

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)
  • Software Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
JP2018134736A 2017-07-19 2018-07-18 オートティアリングを遂行するためのシステム、その方法、及び実行のための命令語が記録された記録媒体 Active JP7063756B2 (ja)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201762534647P 2017-07-19 2017-07-19
US62/534647 2017-07-19
US15/887,980 US10795583B2 (en) 2017-07-19 2018-02-02 Automatic data placement manager in multi-tier all-flash datacenter
US15/887980 2018-02-02

Publications (3)

Publication Number Publication Date
JP2019021315A JP2019021315A (ja) 2019-02-07
JP2019021315A5 JP2019021315A5 (https=) 2021-07-29
JP7063756B2 true JP7063756B2 (ja) 2022-05-09

Family

ID=65018952

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2018134736A Active JP7063756B2 (ja) 2017-07-19 2018-07-18 オートティアリングを遂行するためのシステム、その方法、及び実行のための命令語が記録された記録媒体

Country Status (5)

Country Link
US (1) US10795583B2 (https=)
JP (1) JP7063756B2 (https=)
KR (1) KR102362045B1 (https=)
CN (1) CN109284068B (https=)
TW (1) TWI746846B (https=)

Families Citing this family (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12135876B2 (en) * 2018-02-05 2024-11-05 Micron Technology, Inc. Memory systems having controllers embedded in packages of integrated circuit memory
US10896069B2 (en) * 2018-03-16 2021-01-19 Citrix Systems, Inc. Dynamically provisioning virtual machines from remote, multi-tier pool
US11954220B2 (en) 2018-05-21 2024-04-09 Pure Storage, Inc. Data protection for container storage
US12181981B1 (en) 2018-05-21 2024-12-31 Pure Storage, Inc. Asynchronously protecting a synchronously replicated dataset
US12086431B1 (en) * 2018-05-21 2024-09-10 Pure Storage, Inc. Selective communication protocol layering for synchronous replication
US11216314B2 (en) * 2018-11-02 2022-01-04 EMC IP Holding Company LLC Dynamic reallocation of resources in accelerator-as-a-service computing environment
US11392400B2 (en) * 2019-07-17 2022-07-19 Hewlett Packard Enterprise Development Lp Enhanced migration of clusters based on data accessibility
US11347702B2 (en) 2019-12-19 2022-05-31 Hewlett Packard Enterprise Development Lp Migration of data in a system having multi-tiered physical storage
CN111176793A (zh) * 2019-12-31 2020-05-19 北京安码科技有限公司 实现虚拟机跨平台格式转换的方法、系统、电子设备及存储介质
CN111367470B (zh) * 2020-02-21 2021-09-17 苏州浪潮智能科技有限公司 分布式存储卷在线迁移方法、系统、装置及可读存储介质
KR102346279B1 (ko) * 2020-06-25 2021-12-31 김웅경 Ansi/bicsi 009-2019 표준 기반 데이터 센터 하드웨어 운용 관리 시스템
KR102383941B1 (ko) * 2020-06-25 2022-04-06 김웅경 Ansi/bicsi 009-2019 표준 기반 데이터 센터 하드웨어 등급판정 시스템
KR102425505B1 (ko) * 2020-07-21 2022-07-25 고려대학교 산학협력단 이종 가상화 데이터 센터에서 주변 온도를 고려한 가상 머신 배치 방법 및 장치
CN111966473B (zh) * 2020-07-24 2024-02-06 支付宝(杭州)信息技术有限公司 一种线性回归任务的运行方法及装置、电子设备
US11740921B2 (en) * 2020-11-23 2023-08-29 Google Llc Coordinated container scheduling for improved resource allocation in virtual computing environment
US12373231B1 (en) * 2020-11-25 2025-07-29 Amazon Technologies, Inc. Gradual optimization of compute platforms for a workload
US11593180B2 (en) * 2020-12-15 2023-02-28 Kyndryl, Inc. Cluster selection for workload deployment
US11847324B2 (en) * 2020-12-31 2023-12-19 Pure Storage, Inc. Optimizing resiliency groups for data regions of a storage system
US12124865B2 (en) * 2021-03-31 2024-10-22 Advanced Micro Devices, Inc. System and method for providing page migration
US12032465B2 (en) * 2021-09-17 2024-07-09 International Business Machines Corporation Interpolating performance data
US12210760B2 (en) 2021-12-03 2025-01-28 Samsung Electronics Co., Ltd. Object storage system, migration control device, and migration control method
CN114201119B (zh) * 2022-02-17 2022-05-13 天津市天河计算机技术有限公司 一种超级计算机作业数据分层存储系统及方法
KR102495450B1 (ko) * 2022-06-10 2023-02-06 요다정보기술(주) 클라우드 환경에서의 파일공유 시스템
JP7557691B2 (ja) * 2022-12-20 2024-09-30 日立ヴァンタラ株式会社 ストレージ運用支援装置およびストレージ運用支援方法
US12147664B2 (en) * 2022-12-23 2024-11-19 Netapp, Inc. Automated application detection and storage savings based on intelligent workload characterization
EP4432084A1 (en) * 2023-03-16 2024-09-18 Tata Consultancy Services Limited System and method for web services relocation and users' reallocation for data residency compliance
US12381797B2 (en) * 2023-07-21 2025-08-05 Dell Products L.P. Data center monitoring and management operation including data center asset telemetry interpolation operation
US12373341B1 (en) 2024-03-27 2025-07-29 International Business Machines Corporation Garbage collection for storage in which high-performance volumes reside

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010108409A (ja) 2008-10-31 2010-05-13 Hitachi Ltd ストレージ管理方法及び管理サーバ
JP2013069214A (ja) 2011-09-26 2013-04-18 Fujitsu Ltd ストレージシステム
US20130159359A1 (en) 2011-12-15 2013-06-20 Sanjay Kumar Dynamic Storage Tiering In A Virtual Environment
JP2013164822A (ja) 2012-02-13 2013-08-22 Fujitsu Ltd 負荷閾値算出プログラム、負荷閾値算出装置および負荷閾値算出方法
JP5314772B2 (ja) 2010-01-28 2013-10-16 株式会社日立製作所 性能の異なる実領域群で構成されたプールを有するストレージシステムの管理システム及び方法
JP5363595B2 (ja) 2010-02-08 2013-12-11 株式会社日立製作所 仮想ボリューム内のデータの再配置を行うストレージシステム及び方法
JP2014199596A (ja) 2013-03-29 2014-10-23 富士通株式会社 データ配置プログラム、データ配置方法、及び情報処理装置
JP5986319B2 (ja) 2013-12-10 2016-09-06 株式会社日立製作所 ストレージ管理システム

Family Cites Families (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1668486A2 (en) * 2003-08-14 2006-06-14 Compellent Technologies Virtual disk drive system and method
US8271989B2 (en) 2008-02-07 2012-09-18 International Business Machines Corporation Method and apparatus for virtual processor dispatching to a partition based on shared memory pages
JP4874368B2 (ja) * 2009-06-22 2012-02-15 株式会社日立製作所 フラッシュメモリを用いたストレージシステムの管理方法及び計算機
US8850151B2 (en) 2010-03-24 2014-09-30 Apple Inc. Hybrid-device storage based on environmental state
US8356147B2 (en) * 2010-08-20 2013-01-15 Hitachi, Ltd. Tiered storage pool management and control for loosely coupled multiple storage environment
US8775868B2 (en) 2010-09-28 2014-07-08 Pure Storage, Inc. Adaptive RAID for an SSD environment
US9183219B1 (en) 2011-04-18 2015-11-10 American Megatrends, Inc. Data migration between multiple tiers in a storage system using policy based ILM for QOS
US10013281B2 (en) 2011-06-29 2018-07-03 Microsoft Technology Licensing, Llc Controlling network utilization
US9489133B2 (en) * 2011-11-30 2016-11-08 International Business Machines Corporation Optimizing migration/copy of de-duplicated data
US9098200B2 (en) 2012-02-10 2015-08-04 Hitachi, Ltd. Storage system with virtual volume having data arranged astride storage devices, and volume management method
US9021203B2 (en) * 2012-05-07 2015-04-28 International Business Machines Corporation Enhancing tiering storage performance
US10817202B2 (en) * 2012-05-29 2020-10-27 International Business Machines Corporation Application-controlled sub-LUN level data migration
US20140025890A1 (en) 2012-07-19 2014-01-23 Lsi Corporation Methods and structure for improved flexibility in shared storage caching by multiple systems operating as multiple virtual machines
US8656134B2 (en) 2012-11-08 2014-02-18 Concurix Corporation Optimized memory configuration deployed on executing code
US9146688B2 (en) 2012-12-05 2015-09-29 SanDisk Technologies, Inc. Advanced groomer for storage array
US9665621B1 (en) 2013-03-14 2017-05-30 EMC IP Holding Company LLC Accelerated query execution within a storage array
US9268699B2 (en) 2013-06-03 2016-02-23 Samsung Electronics Co., Ltd. Dynamic cache allocation in a solid state drive environment
US9342253B1 (en) * 2013-08-23 2016-05-17 Nutanix, Inc. Method and system for implementing performance tier de-duplication in a virtualization environment
US9183151B2 (en) 2013-08-30 2015-11-10 Vmware, Inc. Thread cache allocation
US9471350B2 (en) * 2013-09-26 2016-10-18 Intel Corporation Live migration of virtualized systems
CN104657215A (zh) * 2013-11-19 2015-05-27 南京鼎盟科技有限公司 云计算中虚拟化节能系统
US10129105B2 (en) * 2014-04-09 2018-11-13 International Business Machines Corporation Management of virtual machine placement in computing environments
KR101652324B1 (ko) 2014-06-13 2016-08-31 고려대학교 산학협력단 요구 성능 보장 방법 및 요구 성능 보장 장치
US9535844B1 (en) 2014-06-30 2017-01-03 EMC IP Holding Company LLC Prioritization for cache systems
US9477427B2 (en) * 2014-09-19 2016-10-25 Vmware, Inc. Storage tiering based on virtual machine operations and virtual volume type
CN104298339B (zh) * 2014-10-11 2017-02-15 东北大学 一种面向最小能耗的服务器整合方法
US20160179582A1 (en) 2014-12-23 2016-06-23 Intel Corporation Techniques to dynamically allocate resources for local service chains of configurable computing resources
CN105808150B (zh) 2014-12-29 2018-09-07 先智云端数据股份有限公司 用于混合式储存设备的固态硬盘快取系统
US9513835B2 (en) * 2015-01-09 2016-12-06 International Business Machines Corporation Impact-based migration scheduling from a first tier at a source to a second tier at a destination
US9983795B1 (en) * 2015-03-31 2018-05-29 EMC IP Holding Company LLC Techniques for determining a storage configuration
US9710178B2 (en) * 2015-04-10 2017-07-18 International Business Machines Corporation Optimizing volume placement based upon desired response time and priority
CN106155929A (zh) * 2015-04-17 2016-11-23 伊姆西公司 数据存储管理系统和方法
US10296397B2 (en) * 2015-05-18 2019-05-21 Krystallize Technologies, Inc. Automated workload analysis and simulation process
US9703664B1 (en) * 2015-06-24 2017-07-11 EMC IP Holding Company LLC Self adaptive workload classification and forecasting in multi-tiered storage system using ARIMA time series modeling
US10275320B2 (en) * 2015-06-26 2019-04-30 Commvault Systems, Inc. Incrementally accumulating in-process performance data and hierarchical reporting thereof for a data stream in a secondary copy operation
US10599352B2 (en) 2015-08-14 2020-03-24 Samsung Electronics Co., Ltd. Online flash resource allocation manager based on a TCO model
US10289958B1 (en) * 2015-09-29 2019-05-14 EMC IP Holding Company LLC Storage system with machine learning based skew prediction
US10140034B2 (en) * 2015-11-24 2018-11-27 International Business Machines Corporation Solid-state drive assignment based on solid-state drive write endurance
US11455097B2 (en) 2016-01-28 2022-09-27 Weka.IO Ltd. Resource monitoring in a distributed storage system
US10095506B2 (en) 2016-02-12 2018-10-09 Nutanix, Inc. Virtualized file server data sharing
CA2957584A1 (en) * 2016-02-12 2017-08-12 Coho Data, Inc. Methods, systems, and devices for adaptive data resource assignment and placement in distributed data storage systems
US10296368B2 (en) 2016-03-09 2019-05-21 Commvault Systems, Inc. Hypervisor-independent block-level live browse for access to backed up virtual machine (VM) data and hypervisor-free file-level recovery (block-level pseudo-mount)
WO2017154127A1 (ja) * 2016-03-09 2017-09-14 株式会社日立製作所 ストレージ装置の性能管理方法及び装置
US10331383B2 (en) * 2016-06-24 2019-06-25 International Business Machines Corporation Updating storage migration rates
US10254970B1 (en) * 2016-06-30 2019-04-09 EMC IP Holding Company LLC System, method and computer readable medium for obtaining consistent read performance for a plurality of flash drives or raid groups using workload and capacity limits
US11138160B2 (en) * 2016-07-13 2021-10-05 International Business Machines Corporation Application performance using multidimensional predictive algorithm for automated tiering mechanisms
US10467195B2 (en) 2016-09-06 2019-11-05 Samsung Electronics Co., Ltd. Adaptive caching replacement manager with dynamic updating granulates and partitions for shared flash-based storage system
US10095416B2 (en) * 2016-09-27 2018-10-09 International Business Machines Corporation Storage optimization based on application feedback
US10810160B2 (en) * 2017-06-08 2020-10-20 International Business Machines Corporation Automated hardware device storage tiering
US10318425B2 (en) 2017-07-12 2019-06-11 International Business Machines Corporation Coordination of cache and memory reservation

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010108409A (ja) 2008-10-31 2010-05-13 Hitachi Ltd ストレージ管理方法及び管理サーバ
JP5314772B2 (ja) 2010-01-28 2013-10-16 株式会社日立製作所 性能の異なる実領域群で構成されたプールを有するストレージシステムの管理システム及び方法
JP5363595B2 (ja) 2010-02-08 2013-12-11 株式会社日立製作所 仮想ボリューム内のデータの再配置を行うストレージシステム及び方法
JP2013069214A (ja) 2011-09-26 2013-04-18 Fujitsu Ltd ストレージシステム
US20130159359A1 (en) 2011-12-15 2013-06-20 Sanjay Kumar Dynamic Storage Tiering In A Virtual Environment
JP2013164822A (ja) 2012-02-13 2013-08-22 Fujitsu Ltd 負荷閾値算出プログラム、負荷閾値算出装置および負荷閾値算出方法
JP2014199596A (ja) 2013-03-29 2014-10-23 富士通株式会社 データ配置プログラム、データ配置方法、及び情報処理装置
JP5986319B2 (ja) 2013-12-10 2016-09-06 株式会社日立製作所 ストレージ管理システム

Also Published As

Publication number Publication date
CN109284068A (zh) 2019-01-29
US20190026030A1 (en) 2019-01-24
KR20190009694A (ko) 2019-01-29
US10795583B2 (en) 2020-10-06
TWI746846B (zh) 2021-11-21
CN109284068B (zh) 2024-01-05
KR102362045B1 (ko) 2022-02-11
TW201908970A (zh) 2019-03-01
JP2019021315A (ja) 2019-02-07

Similar Documents

Publication Publication Date Title
JP7063756B2 (ja) オートティアリングを遂行するためのシステム、その方法、及び実行のための命令語が記録された記録媒体
Wu et al. Performance modeling of virtual machine live migration
CN107408020B (zh) 数据卷的动态配置
US10261842B2 (en) System and method for managing a virtualized computing environment
US9495104B2 (en) Automated space management for server flash cache
KR101867635B1 (ko) 저장소 환경에서의 재구성 ｉ/ｏ 판독 동작들의 스케줄링
US20180276233A1 (en) Techniques for implementing hybrid flash/hdd-based virtual disk files
US8966218B2 (en) On-access predictive data allocation and reallocation system and method
US10152340B2 (en) Configuring cache for I/O operations of virtual machines
JP5363595B2 (ja) 仮想ボリューム内のデータの再配置を行うストレージシステム及び方法
US20150317101A1 (en) Computer system and control method for the same
JP7705208B2 (ja) ストレージシステム最適化を使用したアプリケーション性能の強化
JP4699837B2 (ja) ストレージシステム、管理計算機及びデータ移動方法
US10048896B2 (en) Methods and systems for determining performance capacity of a resource of a networked storage environment
JP2022515593A (ja) ワークロードの特性を使用したストレージ層間のデータ転送によるデータ性能の向上
US20210064250A1 (en) Preparing a data storage system for maintenance operations
Bhimani et al. FIOS: Feature based I/O stream identification for improving endurance of multi-stream SSDs
US10379912B2 (en) Data storage allocation utilizing virtual machine resource allocation
Noorshams et al. Experimental evaluation of the performance-influencing factors of virtualized storage systems
Chen et al. Towards efficient NVDIMM-based heterogeneous storage hierarchy management for big data workloads
CN115617256B (zh) 基于指定虚拟机引导条件的确定可能性在存储集群的存储节点中移动虚拟卷
US10528447B2 (en) Storage system performance models based on empirical component utilization
US12373408B1 (en) Reorganization of a data set
US12430041B1 (en) Performance-based migration for a volume group
Wen Improving Application Performance in the Emerging Hyper-converged Infrastructure

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210615

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20210615

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20210615

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20211029

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20211109

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220117

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20220405

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20220421

R150 Certificate of patent or registration of utility model

Ref document number: 7063756

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250