DK2863306T3 - Forudsigende autoskaleringsprogram - Google Patents

Forudsigende autoskaleringsprogram Download PDF

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Publication number
DK2863306T3
DK2863306T3 DK14187822.3T DK14187822T DK2863306T3 DK 2863306 T3 DK2863306 T3 DK 2863306T3 DK 14187822 T DK14187822 T DK 14187822T DK 2863306 T3 DK2863306 T3 DK 2863306T3
Authority
DK
Denmark
Prior art keywords
autoscaling
predictive
program
predictive autoscaling
autoscaling program
Prior art date
Application number
DK14187822.3T
Other languages
English (en)
Inventor
Daniel Isaac Jacobson
Neeraj Joshi
Puneet Oberai
Yong Yuan
Philip Simon Tuffs
Original Assignee
Netflix Inc
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 Netflix Inc filed Critical Netflix Inc
Application granted granted Critical
Publication of DK2863306T3 publication Critical patent/DK2863306T3/da

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Classifications

    • 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
    • G06F9/5088—Techniques for rebalancing the load in a distributed system involving task migration
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
    • H04L43/0817—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability by checking functioning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00—Traffic control in data switching networks
    • H04L47/70—Admission control; Resource allocation
    • H04L47/83—Admission control; Resource allocation based on usage prediction

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Debugging And Monitoring (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing Of Engines (AREA)
DK14187822.3T 2013-10-18 2014-10-06 Forudsigende autoskaleringsprogram DK2863306T3 (da)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/057,898 US10552745B2 (en) 2013-10-18 2013-10-18 Predictive auto scaling engine

Publications (1)

Publication Number Publication Date
DK2863306T3 true DK2863306T3 (da) 2021-07-26

Family

ID=51751908

Family Applications (1)

Application Number Title Priority Date Filing Date
DK14187822.3T DK2863306T3 (da) 2013-10-18 2014-10-06 Forudsigende autoskaleringsprogram

Country Status (4)

Country Link
US (1) US10552745B2 (da)
EP (1) EP2863306B1 (da)
CN (1) CN104572294B (da)
DK (1) DK2863306T3 (da)

Families Citing this family (46)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9729466B2 (en) * 2013-11-22 2017-08-08 International Business Machines Corporation Information technology resource management
US9727332B2 (en) * 2013-11-22 2017-08-08 International Business Machines Corporation Information technology resource management
US10325032B2 (en) 2014-02-19 2019-06-18 Snowflake Inc. Resource provisioning systems and methods
US20150244645A1 (en) * 2014-02-26 2015-08-27 Ca, Inc. Intelligent infrastructure capacity management
US9842039B2 (en) * 2014-03-31 2017-12-12 Microsoft Technology Licensing, Llc Predictive load scaling for services
US9722945B2 (en) 2014-03-31 2017-08-01 Microsoft Technology Licensing, Llc Dynamically identifying target capacity when scaling cloud resources
US10469329B1 (en) * 2014-09-10 2019-11-05 Amazon Technologies, Inc. Computing service capacity management
US9871745B2 (en) * 2014-11-12 2018-01-16 International Business Machines Corporation Automatic scaling of at least one user application to external clouds
US10411960B1 (en) * 2014-11-12 2019-09-10 Amazon Technologies, Inc. Detaching instances from auto-scaling group
US9647889B1 (en) 2014-11-12 2017-05-09 Amazon Technologies, Inc. Standby instances for auto-scaling groups
CN106708621B (zh) 2015-11-16 2020-10-27 阿里巴巴集团控股有限公司 一种获得应用集群容量的方法和装置
EP4357922B1 (en) 2016-01-18 2025-09-24 Huawei Technologies Co., Ltd. System and method for cloud workload provisioning
US20170214634A1 (en) * 2016-01-26 2017-07-27 Futurewei Technologies, Inc. Joint autoscaling of cloud applications
US20170373938A1 (en) * 2016-06-27 2017-12-28 Alcatel-Lucent Usa Inc. Predictive auto-scaling of virtualized network functions for a network
JP6756048B2 (ja) * 2016-12-26 2020-09-16 モルガン スタンレー サービシーズ グループ,インコーポレイテッドMorgan Stanley Services Group,Inc. コンピュータリソースのための予測的資産最適化
US11171854B2 (en) * 2017-01-13 2021-11-09 International Business Machines Corporation Application workload prediction
US10476949B2 (en) 2017-02-21 2019-11-12 Microsoft Technology Licensing, Llc Predictive autoscaling in computing systems
EP3460597A1 (de) * 2017-09-21 2019-03-27 Siemens Aktiengesellschaft Erstellen einer konfiguration zur einrichtung einer konfigurationsspezifischen web-basierten applikation und generieren einer solchen konfigurationsspezifischen web-basierten applikation
US10887250B2 (en) 2017-11-21 2021-01-05 International Business Machines Corporation Reducing resource allocations and application instances in diagonal scaling in a distributed computing environment
US10812407B2 (en) 2017-11-21 2020-10-20 International Business Machines Corporation Automatic diagonal scaling of workloads in a distributed computing environment
US10893000B2 (en) 2017-11-21 2021-01-12 International Business Machines Corporation Diagonal scaling of resource allocations and application instances in a distributed computing environment
US10733015B2 (en) 2017-11-21 2020-08-04 International Business Machines Corporation Prioritizing applications for diagonal scaling in a distributed computing environment
US10635501B2 (en) 2017-11-21 2020-04-28 International Business Machines Corporation Adaptive scaling of workloads in a distributed computing environment
US10721179B2 (en) 2017-11-21 2020-07-21 International Business Machines Corporation Adaptive resource allocation operations based on historical data in a distributed computing environment
GB2570149B (en) * 2018-01-12 2020-05-06 Metaswitch Networks Ltd Scaling network functions
US10705885B2 (en) 2018-01-31 2020-07-07 Palo Alto Networks, Inc. Autoscaling of data processing computing systems based on predictive queue length
US10891016B2 (en) * 2018-06-05 2021-01-12 Viacom International Inc. Graphical representation showing information to a user
US10761875B1 (en) * 2018-12-13 2020-09-01 Amazon Technologies, Inc. Large scale compute instance launching
CN112000457B (zh) * 2019-05-27 2024-07-30 伊姆西Ip控股有限责任公司 管理处理系统中的任务的方法、设备和计算机程序产品
US11228643B2 (en) * 2019-06-04 2022-01-18 Capital One Services, Llc System and method for fast application auto-scaling
US11036608B2 (en) 2019-09-27 2021-06-15 Appnomic Systems Private Limited Identifying differences in resource usage across different versions of a software application
US11057315B1 (en) * 2020-01-06 2021-07-06 International Business Machines Corporation Generating a scaling plan for external systems during cloud tenant onboarding/offboarding
US11374823B2 (en) * 2020-01-09 2022-06-28 Mitel Networks Corp. Telemetry-based method and system for predictive resource scaling
US11762709B2 (en) 2020-11-11 2023-09-19 International Business Machines Corporation Predictive auto-scaler for a hierarchical computing infrastructure
EP4348423B1 (en) * 2021-06-01 2025-12-24 Telefonaktiebolaget LM Ericsson (publ) A computer software module arrangement, a circuitry arrangement, an arrangement and a method for improved autonomous adaptation of software monitoring of realtime systems
US20230007092A1 (en) * 2021-07-01 2023-01-05 Citrix Systems, Inc. Prediction-based resource provisioning in a cloud environment
US12321788B2 (en) 2021-10-19 2025-06-03 Red Hat, Inc. Systems and methods to reserve resources for workloads
US11811676B2 (en) * 2022-03-30 2023-11-07 International Business Machines Corporation Proactive auto-scaling
CN115061702B (zh) * 2022-08-19 2024-06-14 荣耀终端有限公司 一种ide管理方法及电子设备
US20240202042A1 (en) * 2022-12-15 2024-06-20 Tangoe Us, Inc. Cloud application resource utilization tool
CN116166427A (zh) * 2022-12-29 2023-05-26 中国联合网络通信集团有限公司 自动扩缩容方法、装置、设备及存储介质
US11875196B1 (en) * 2023-03-07 2024-01-16 Appian Corporation Systems and methods for execution in dynamic application runtime environments
US12141595B1 (en) 2023-03-07 2024-11-12 Appian Corporation Systems and methods for execution in dynamic application runtime environments
US11822937B1 (en) 2023-03-21 2023-11-21 Appian Corporation Systems and methods for execution in dynamic application runtime environments
WO2024216454A1 (en) * 2023-04-17 2024-10-24 Huawei Technologies Co., Ltd. Pod autoscaling recommendations for workloads in container orchestration platforms
US12530355B1 (en) * 2023-11-24 2026-01-20 Amazon Technologies, Inc Predicting a future workload for scaling database processing resources for satisfying a performance objective

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030055969A1 (en) * 2001-09-17 2003-03-20 International Business Machines Corporation System and method for performing power management on a distributed system
US8041807B2 (en) * 2006-11-02 2011-10-18 International Business Machines Corporation Method, system and program product for determining a number of concurrent users accessing a system
US9274847B2 (en) * 2007-05-04 2016-03-01 Microsoft Technology Licensing, Llc Resource management platform
US8793363B2 (en) * 2008-01-15 2014-07-29 At&T Mobility Ii Llc Systems and methods for real-time service assurance
JP5671484B2 (ja) * 2009-03-02 2015-02-18 トゥイリオ インコーポレイテッドTwilio Inc. マルチテナント電話ネットワークのための方法およびシステム
US8572612B2 (en) 2010-04-14 2013-10-29 International Business Machines Corporation Autonomic scaling of virtual machines in a cloud computing environment
US8504689B2 (en) * 2010-05-28 2013-08-06 Red Hat, Inc. Methods and systems for cloud deployment analysis featuring relative cloud resource importance
US8874642B2 (en) 2011-04-07 2014-10-28 Infosys Limited System and method for managing the performance of an enterprise application
US8997107B2 (en) * 2011-06-28 2015-03-31 Microsoft Technology Licensing, Llc Elastic scaling for cloud-hosted batch applications
US9251033B2 (en) 2011-07-07 2016-02-02 Vce Company, Llc Automatic monitoring and just-in-time resource provisioning system
US8612599B2 (en) * 2011-09-07 2013-12-17 Accenture Global Services Limited Cloud service monitoring system
US9442769B2 (en) * 2011-09-30 2016-09-13 Red Hat, Inc. Generating cloud deployment targets based on predictive workload estimation
EP2766810A4 (en) * 2011-10-10 2015-06-10 Hewlett Packard Development Co METHODS AND SYSTEMS FOR PLANNING THE EXECUTION OF AN APPLICATION IN A CLOUD COMPUTING SYSTEM
US8756609B2 (en) 2011-12-30 2014-06-17 International Business Machines Corporation Dynamically scaling multi-tier applications vertically and horizontally in a cloud environment
US9467355B2 (en) * 2012-09-07 2016-10-11 Oracle International Corporation Service association model
SE537197C2 (sv) * 2012-10-05 2015-03-03 Elastisys Ab Metod, nod och datorprogram för möjliggörande av automatiskanpassning av resursenheter
CN103220337B (zh) 2013-03-22 2015-10-21 合肥工业大学 基于自适应弹性控制的云计算资源优化配置方法

Also Published As

Publication number Publication date
US20150113120A1 (en) 2015-04-23
CN104572294B (zh) 2018-09-21
EP2863306B1 (en) 2021-05-12
EP2863306A3 (en) 2016-06-08
EP2863306A2 (en) 2015-04-22
US10552745B2 (en) 2020-02-04
CN104572294A (zh) 2015-04-29

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