CN114208126B - 用于配置云存储软件设备的方法和装置 - Google Patents
用于配置云存储软件设备的方法和装置 Download PDFInfo
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- CN114208126B CN114208126B CN202080047410.5A CN202080047410A CN114208126B CN 114208126 B CN114208126 B CN 114208126B CN 202080047410 A CN202080047410 A CN 202080047410A CN 114208126 B CN114208126 B CN 114208126B
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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
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5061—Partitioning or combining of resources
- G06F9/5077—Logical partitioning of resources; Management or configuration of virtualized resources
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3452—Performance evaluation by statistical analysis
-
- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
- G06F9/505—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the load
-
- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5083—Techniques for rebalancing the load in a distributed system
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0803—Configuration setting
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0803—Configuration setting
- H04L41/0823—Configuration setting characterised by the purposes of a change of settings, e.g. optimising configuration for enhancing reliability
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/08—Configuration management of networks or network elements
- H04L41/0803—Configuration setting
- H04L41/084—Configuration by using pre-existing information, e.g. using templates or copying from other elements
- H04L41/0843—Configuration by using pre-existing information, e.g. using templates or copying from other elements based on generic templates
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
- H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2209/00—Indexing scheme relating to G06F9/00
- G06F2209/50—Indexing scheme relating to G06F9/50
- G06F2209/501—Performance criteria
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Life Sciences & Earth Sciences (AREA)
- Quality & Reliability (AREA)
- Computer Hardware Design (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Probability & Statistics with Applications (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Debugging And Monitoring (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/517,236 US10958521B2 (en) | 2019-07-19 | 2019-07-19 | Method and apparatus for configuring a cloud storage software appliance |
| US16/517,236 | 2019-07-19 | ||
| PCT/US2020/042153 WO2021016019A1 (en) | 2019-07-19 | 2020-07-15 | Method and apparatus for configuring a cloud storage software appliance |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114208126A CN114208126A (zh) | 2022-03-18 |
| CN114208126B true CN114208126B (zh) | 2024-07-19 |
Family
ID=72047001
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202080047410.5A Active CN114208126B (zh) | 2019-07-19 | 2020-07-15 | 用于配置云存储软件设备的方法和装置 |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US10958521B2 (https=) |
| EP (1) | EP3999969A1 (https=) |
| JP (2) | JP7445740B2 (https=) |
| CN (1) | CN114208126B (https=) |
| WO (1) | WO2021016019A1 (https=) |
Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11461676B2 (en) * | 2019-07-31 | 2022-10-04 | EMC IP Holding Company LLC | Machine learning-based recommendation engine for storage system usage within an enterprise |
| US11178065B2 (en) * | 2019-08-07 | 2021-11-16 | Oracle International Corporation | System and methods for optimal allocation of multi-tenant platform infrastructure resources |
| US11586522B2 (en) * | 2020-02-26 | 2023-02-21 | Oracle International Corporation | Pattern-recognition enabled autonomous configuration optimization for data centers |
| US11797353B2 (en) * | 2020-10-29 | 2023-10-24 | EMC IP Holding Company LLC | Method and system for performing workloads in a data cluster |
| US11722380B2 (en) * | 2020-11-10 | 2023-08-08 | Accenture Global Solutions Limited | Utilizing machine learning models to determine customer care actions for telecommunications network providers |
| CN112804254B (zh) * | 2021-02-07 | 2022-10-28 | 成都薯片科技有限公司 | 请求检测方法、装置、电子设备及存储介质 |
| US11475043B2 (en) * | 2021-03-05 | 2022-10-18 | International Business Machines Corporation | Machine learning based application of changes in a target database system |
| US12189609B2 (en) * | 2022-11-04 | 2025-01-07 | Dell Products L.P. | Managing transaction consistency in distributed databases |
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| US5764509A (en) | 1996-06-19 | 1998-06-09 | The University Of Chicago | Industrial process surveillance system |
| US7181651B2 (en) | 2004-02-11 | 2007-02-20 | Sun Microsystems, Inc. | Detecting and correcting a failure sequence in a computer system before a failure occurs |
| JP5321195B2 (ja) | 2009-03-31 | 2013-10-23 | 日本電気株式会社 | 監視制御システム、監視制御方法、監視制御サーバ及び監視制御プログラム |
| JP5978613B2 (ja) | 2011-12-14 | 2016-08-24 | 富士ゼロックス株式会社 | ハードウエア/ソフトウエア協調設計装置及びプログラム |
| US8732291B2 (en) * | 2012-01-13 | 2014-05-20 | Accenture Global Services Limited | Performance interference model for managing consolidated workloads in QOS-aware clouds |
| US8706962B2 (en) * | 2012-01-27 | 2014-04-22 | International Business Machines Corporation | Multi-tier storage system configuration adviser |
| JP6094593B2 (ja) | 2012-10-02 | 2017-03-15 | 日本電気株式会社 | 情報システム構築装置、情報システム構築方法および情報システム構築プログラム |
| JP2014174609A (ja) | 2013-03-06 | 2014-09-22 | Nec Corp | ハードウェア構成見積システム、ハードウェア構成見積方法及びハードウェア構成見積プログラム |
| US9864749B2 (en) | 2014-06-27 | 2018-01-09 | Netapp, Inc. | Methods for provisioning workloads in a storage system using machine learning and devices thereof |
| US9886670B2 (en) * | 2014-06-30 | 2018-02-06 | Amazon Technologies, Inc. | Feature processing recipes for machine learning |
| US11481652B2 (en) * | 2015-06-23 | 2022-10-25 | Gregory Knox | System and method for recommendations in ubiquituous computing environments |
| US10263879B2 (en) * | 2015-09-14 | 2019-04-16 | International Business Machines Corporation | I/O stack modeling for problem diagnosis and optimization |
| CN108496324B (zh) * | 2016-01-18 | 2021-08-20 | 华为技术有限公司 | 云工作负载发放系统和方法 |
| US10009227B2 (en) * | 2016-02-16 | 2018-06-26 | Bank Of America Corporation | Network service provisioning tool and method |
| US10708795B2 (en) * | 2016-06-07 | 2020-07-07 | TUPL, Inc. | Artificial intelligence-based network advisor |
| US20180024859A1 (en) * | 2016-07-20 | 2018-01-25 | Qualcomm Incorporated | Performance Provisioning Using Machine Learning Based Automated Workload Classification |
| US10585693B2 (en) * | 2016-09-30 | 2020-03-10 | Uchicago Argonne, Llc | Systems and methods for metric driven deployments to cloud service providers |
| WO2018066073A1 (ja) | 2016-10-04 | 2018-04-12 | 三菱電機株式会社 | 情報処理装置、情報処理方法及び情報処理プログラム |
| US10691491B2 (en) * | 2016-10-19 | 2020-06-23 | Nutanix, Inc. | Adapting a pre-trained distributed resource predictive model to a target distributed computing environment |
| US10713073B2 (en) * | 2016-12-02 | 2020-07-14 | Microsoft Technology Licensing, Llc | Systems and methods for identifying cloud configurations |
| US10187252B2 (en) * | 2016-12-27 | 2019-01-22 | Cisco Technology, Inc. | Configuring heterogeneous computing environments using machine learning |
| JP6763316B2 (ja) | 2017-02-02 | 2020-09-30 | 富士通株式会社 | 性能要件推定プログラム、性能要件推定装置、および性能要件推定方法 |
| US10389586B2 (en) * | 2017-04-04 | 2019-08-20 | International Business Machines Corporation | Configuration and usage pattern of a cloud environment based on iterative learning |
| US20190361467A1 (en) | 2017-05-15 | 2019-11-28 | Mitsubishi Electric Corporation | Control parameter adjustment apparatus |
| US10397370B2 (en) * | 2017-09-11 | 2019-08-27 | International Business Machines Corporation | Peer-based optimal performance configuration recommendation |
| US10693737B1 (en) * | 2017-09-29 | 2020-06-23 | Charter Communications Operating, Llc | Universal alias and dependency models and network analysis |
| US10601672B2 (en) * | 2017-10-24 | 2020-03-24 | Cisco Technology, Inc. | Inter-tenant workload performance correlation and recommendation |
| US10810502B2 (en) * | 2017-12-01 | 2020-10-20 | Sap Se | Computing architecture deployment configuration recommendation using machine learning |
| US11228489B2 (en) * | 2018-01-23 | 2022-01-18 | Qubole, Inc. | System and methods for auto-tuning big data workloads on cloud platforms |
| GB201804779D0 (en) * | 2018-03-25 | 2018-05-09 | British Telecomm | Optimised metwork deployment |
| US20190340095A1 (en) * | 2018-05-04 | 2019-11-07 | EMC IP Holding Company LLC | Predicting performance of applications using machine learning systems |
| US12223407B2 (en) * | 2018-08-23 | 2025-02-11 | Microsoft Technology Licensing, Llc | Efficient configuration selection for automated machine learning |
| CN109634924B (zh) * | 2018-11-02 | 2022-12-20 | 华南师范大学 | 基于机器学习的文件系统参数自动调优方法及系统 |
| JP7290997B2 (ja) * | 2019-05-30 | 2023-06-14 | 株式会社日立製作所 | クラウド利用支援装置、及びクラウド利用支援方法 |
-
2019
- 2019-07-19 US US16/517,236 patent/US10958521B2/en active Active
-
2020
- 2020-07-15 WO PCT/US2020/042153 patent/WO2021016019A1/en not_active Ceased
- 2020-07-15 CN CN202080047410.5A patent/CN114208126B/zh active Active
- 2020-07-15 EP EP20754422.2A patent/EP3999969A1/en active Pending
- 2020-07-15 JP JP2022501296A patent/JP7445740B2/ja active Active
-
2021
- 2021-02-12 US US17/175,209 patent/US11362893B2/en active Active
-
2024
- 2024-02-26 JP JP2024026263A patent/JP7678173B2/ja active Active
Also Published As
| Publication number | Publication date |
|---|---|
| JP2022541424A (ja) | 2022-09-26 |
| JP7445740B2 (ja) | 2024-03-07 |
| JP2024059820A (ja) | 2024-05-01 |
| CN114208126A (zh) | 2022-03-18 |
| US20210176127A1 (en) | 2021-06-10 |
| EP3999969A1 (en) | 2022-05-25 |
| US11362893B2 (en) | 2022-06-14 |
| WO2021016019A1 (en) | 2021-01-28 |
| US10958521B2 (en) | 2021-03-23 |
| US20210021469A1 (en) | 2021-01-21 |
| JP7678173B2 (ja) | 2025-05-15 |
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