TWI746846B - 資料儲存管理系統、方法及物件 - Google Patents
資料儲存管理系統、方法及物件 Download PDFInfo
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- TWI746846B TWI746846B TW107115599A TW107115599A TWI746846B TW I746846 B TWI746846 B TW I746846B TW 107115599 A TW107115599 A TW 107115599A TW 107115599 A TW107115599 A TW 107115599A TW I746846 B TWI746846 B TW I746846B
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- 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
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- 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
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- 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
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- 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
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- 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
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- 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
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- 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
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- 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]
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- 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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- 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
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- 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
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- 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
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- 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
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- 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)
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762534647P | 2017-07-19 | 2017-07-19 | |
| US62/534,647 | 2017-07-19 | ||
| US15/887,980 | 2018-02-02 | ||
| US15/887,980 US10795583B2 (en) | 2017-07-19 | 2018-02-02 | Automatic data placement manager in multi-tier all-flash datacenter |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| TW201908970A TW201908970A (zh) | 2019-03-01 |
| TWI746846B true TWI746846B (zh) | 2021-11-21 |
Family
ID=65018952
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW107115599A TWI746846B (zh) | 2017-07-19 | 2018-05-08 | 資料儲存管理系統、方法及物件 |
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)
| 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 (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20160306554A1 (en) * | 2015-04-17 | 2016-10-20 | Emc Corporation | Data storage management |
| US20160378614A1 (en) * | 2015-06-26 | 2016-12-29 | Commvault Systems, Inc. | Incrementally accumulating in-process performance data and hierarchical reporting thereof for a data stream in a secondary copy operation |
| US20170147237A1 (en) * | 2015-11-24 | 2017-05-25 | International Business Machines Corporation | Solid-state drive assignment based on solid-state drive write endurance |
| 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 |
| US9710178B2 (en) * | 2015-04-10 | 2017-07-18 | International Business Machines Corporation | Optimizing volume placement based upon desired response time and priority |
Family Cites Families (53)
| 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 |
| 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 |
| 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 |
| WO2011092738A1 (ja) * | 2010-01-28 | 2011-08-04 | 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 |
| US8458424B2 (en) * | 2010-02-08 | 2013-06-04 | Hitachi, Ltd. | Storage system for reallocating data in virtual volumes and methods of the same |
| 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 |
| JP5803496B2 (ja) * | 2011-09-26 | 2015-11-04 | 富士通株式会社 | ストレージシステム |
| US9489133B2 (en) * | 2011-11-30 | 2016-11-08 | International Business Machines Corporation | Optimizing migration/copy of de-duplicated data |
| US9471243B2 (en) * | 2011-12-15 | 2016-10-18 | Veritas Technologies Llc | Dynamic storage tiering in a virtual environment |
| 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 |
| 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 |
| 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 |
| JP6070371B2 (ja) * | 2013-03-29 | 2017-02-01 | 富士通株式会社 | データ配置プログラム、及び情報処理装置 |
| 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 |
| 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 |
| 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 |
| US10296397B2 (en) * | 2015-05-18 | 2019-05-21 | Krystallize Technologies, Inc. | Automated workload analysis and simulation process |
| 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 |
| 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 |
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2018
- 2018-02-02 US US15/887,980 patent/US10795583B2/en active Active
- 2018-05-08 TW TW107115599A patent/TWI746846B/zh active
- 2018-05-18 KR KR1020180057320A patent/KR102362045B1/ko active Active
- 2018-06-15 CN CN201810620396.8A patent/CN109284068B/zh active Active
- 2018-07-18 JP JP2018134736A patent/JP7063756B2/ja active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9710178B2 (en) * | 2015-04-10 | 2017-07-18 | International Business Machines Corporation | Optimizing volume placement based upon desired response time and priority |
| US20160306554A1 (en) * | 2015-04-17 | 2016-10-20 | Emc Corporation | Data storage management |
| 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 |
| US20160378614A1 (en) * | 2015-06-26 | 2016-12-29 | Commvault Systems, Inc. | Incrementally accumulating in-process performance data and hierarchical reporting thereof for a data stream in a secondary copy operation |
| US20170147237A1 (en) * | 2015-11-24 | 2017-05-25 | International Business Machines Corporation | Solid-state drive assignment based on solid-state drive write endurance |
Also Published As
| Publication number | Publication date |
|---|---|
| CN109284068A (zh) | 2019-01-29 |
| US20190026030A1 (en) | 2019-01-24 |
| JP7063756B2 (ja) | 2022-05-09 |
| KR20190009694A (ko) | 2019-01-29 |
| US10795583B2 (en) | 2020-10-06 |
| CN109284068B (zh) | 2024-01-05 |
| KR102362045B1 (ko) | 2022-02-11 |
| TW201908970A (zh) | 2019-03-01 |
| JP2019021315A (ja) | 2019-02-07 |
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