CN104115165B - 使用机器学习来用于映射媒体组件的方法 - Google Patents

使用机器学习来用于映射媒体组件的方法 Download PDF

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CN104115165B
CN104115165B CN201380009366.9A CN201380009366A CN104115165B CN 104115165 B CN104115165 B CN 104115165B CN 201380009366 A CN201380009366 A CN 201380009366A CN 104115165 B CN104115165 B CN 104115165B
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computing device
placement
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components
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CN104115165A (zh
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K·扎茨克
S·瓦尔
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Alcatel Lucent SAS
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • 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
    • G06F9/5066—Algorithms for mapping a plurality of inter-dependent sub-tasks onto a plurality of physical CPUs
    • 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
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • 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
    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/40—Support for services or applications
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/60—Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
    • H04L67/63—Routing a service request depending on the request content or context

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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)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Multimedia (AREA)
  • Information Transfer Between Computers (AREA)
  • Document Processing Apparatus (AREA)
CN201380009366.9A 2012-02-15 2013-01-28 使用机器学习来用于映射媒体组件的方法 Expired - Fee Related CN104115165B (zh)

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EP12305171.6 2012-02-15
EP12305171.6A EP2629247B1 (en) 2012-02-15 2012-02-15 Method for mapping media components employing machine learning
PCT/EP2013/051563 WO2013120686A1 (en) 2012-02-15 2013-01-28 Method for mapping media components employing machine learning

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EP (1) EP2629247B1 (cg-RX-API-DMAC7.html)
JP (1) JP5921724B2 (cg-RX-API-DMAC7.html)
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Families Citing this family (60)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9083757B2 (en) * 2012-11-21 2015-07-14 Telefonaktiebolaget L M Ericsson LLP Multi-objective server placement determination
US10701149B2 (en) 2012-12-13 2020-06-30 Level 3 Communications, Llc Content delivery framework having origin services
US10701148B2 (en) 2012-12-13 2020-06-30 Level 3 Communications, Llc Content delivery framework having storage services
US10791050B2 (en) 2012-12-13 2020-09-29 Level 3 Communications, Llc Geographic location determination in a content delivery framework
US10652087B2 (en) 2012-12-13 2020-05-12 Level 3 Communications, Llc Content delivery framework having fill services
US9634918B2 (en) 2012-12-13 2017-04-25 Level 3 Communications, Llc Invalidation sequencing in a content delivery framework
US9628346B2 (en) 2012-12-13 2017-04-18 Level 3 Communications, Llc Devices and methods supporting content delivery with reducer services
US20140337472A1 (en) 2012-12-13 2014-11-13 Level 3 Communications, Llc Beacon Services in a Content Delivery Framework
US10250451B1 (en) * 2014-01-13 2019-04-02 Cazena, Inc. Intelligent analytic cloud provisioning
US10963810B2 (en) 2014-06-30 2021-03-30 Amazon Technologies, Inc. Efficient duplicate detection for machine learning data sets
JP6419860B2 (ja) * 2014-06-30 2018-11-07 アマゾン・テクノロジーズ・インコーポレーテッド 特徴処理トレードオフ管理
US10102480B2 (en) 2014-06-30 2018-10-16 Amazon Technologies, Inc. Machine learning service
US9742690B2 (en) * 2014-08-20 2017-08-22 At&T Intellectual Property I, L.P. Load adaptation architecture framework for orchestrating and managing services in a cloud computing system
US9747636B2 (en) 2014-12-08 2017-08-29 Bank Of America Corporation Enhancing information security using an information passport dashboard
US11336519B1 (en) * 2015-03-10 2022-05-17 Amazon Technologies, Inc. Evaluating placement configurations for distributed resource placement
CN104834561B (zh) 2015-04-29 2018-01-19 华为技术有限公司 一种数据处理方法及装置
US10057187B1 (en) * 2015-05-27 2018-08-21 Amazon Technologies, Inc. Dynamic resource creation to connect client resources in a distributed system
CN105868435B (zh) * 2015-09-09 2019-02-15 辽宁邮电规划设计院有限公司 一种基于线性相关性分析实现光网络建设的高效控制方法
US9998550B2 (en) * 2015-09-24 2018-06-12 International Business Machines Corporation Network based service composition with variable conditions
US10783435B2 (en) * 2015-10-28 2020-09-22 Google Llc Modifying computational graphs
US11120299B2 (en) 2016-01-27 2021-09-14 Microsoft Technology Licensing, Llc Installation and operation of different processes of an AI engine adapted to different configurations of hardware located on-premises and in hybrid environments
US11868896B2 (en) 2016-01-27 2024-01-09 Microsoft Technology Licensing, Llc Interface for working with simulations on premises
US10733532B2 (en) 2016-01-27 2020-08-04 Bonsai AI, Inc. Multiple user interfaces of an artificial intelligence system to accommodate different types of users solving different types of problems with artificial intelligence
US11841789B2 (en) 2016-01-27 2023-12-12 Microsoft Technology Licensing, Llc Visual aids for debugging
US11775850B2 (en) 2016-01-27 2023-10-03 Microsoft Technology Licensing, Llc Artificial intelligence engine having various algorithms to build different concepts contained within a same AI model
WO2017160776A1 (en) * 2016-03-14 2017-09-21 Catalina Labs, Inc. System and method for generating advice for improving internet and wifi performance in a network using machine-learning techniques
JP6664812B2 (ja) * 2016-05-10 2020-03-13 国立研究開発法人情報通信研究機構 仮想資源自動選択システム及び方法
US10412390B2 (en) * 2016-07-12 2019-09-10 Mediatek Inc. Video processing system using low-cost video encoding/decoding architecture
CN107808687B (zh) * 2016-09-08 2021-01-29 京东方科技集团股份有限公司 医疗数据获取方法、处理方法、集群处理系统及方法
US10515095B2 (en) 2016-10-05 2019-12-24 International Business Machines Corporation Detecting clusters and relationships in large data sets
US10445080B2 (en) * 2017-01-06 2019-10-15 Wipro Limited Methods for adaptive placement of applications and devices thereof
US11004568B2 (en) 2017-03-10 2021-05-11 Altair Engineering, Inc. Systems and methods for multi-dimensional fluid modeling of an organism or organ
US10409950B2 (en) 2017-03-10 2019-09-10 General Electric Company Systems and methods for utilizing a 3D CAD point-cloud to automatically create a fluid model
US10867085B2 (en) 2017-03-10 2020-12-15 General Electric Company Systems and methods for overlaying and integrating computer aided design (CAD) drawings with fluid models
US10977397B2 (en) 2017-03-10 2021-04-13 Altair Engineering, Inc. Optimization of prototype and machine design within a 3D fluid modeling environment
US10803211B2 (en) * 2017-03-10 2020-10-13 General Electric Company Multiple fluid model tool for interdisciplinary fluid modeling
JP6882673B2 (ja) 2017-06-02 2021-06-02 富士通株式会社 通信経路管理プログラム、通信経路管理方法、および通信経路管理装置
WO2018236674A1 (en) * 2017-06-23 2018-12-27 Bonsai Al, Inc. For hiearchical decomposition deep reinforcement learning for an artificial intelligence model
CN109214519B (zh) * 2017-07-07 2022-07-01 阿里巴巴集团控股有限公司 数据处理系统、方法和设备
KR101857922B1 (ko) * 2017-10-19 2018-05-15 현승민 산업 자동화에서의 데이터 수집 처리를 위한 동적 아키텍처 시스템
KR102535411B1 (ko) * 2017-11-16 2023-05-23 삼성전자주식회사 메트릭 학습 기반의 데이터 분류와 관련된 장치 및 그 방법
US10798399B1 (en) * 2017-12-11 2020-10-06 Amazon Technologies, Inc. Adaptive video compression
US10901804B2 (en) 2017-12-15 2021-01-26 Fujitsu Limited Apparatus and method to select services for executing a user program based on a code pattern included therein
US10776173B1 (en) 2018-04-30 2020-09-15 Amazon Technologies, Inc. Local placement of resource instances in a distributed system
NO344692B1 (en) * 2018-06-27 2020-03-09 Pexip AS Automatic deployment of distributed video conference system
US10630573B2 (en) * 2018-08-01 2020-04-21 Centurylink Intellectual Property Llc Machine learning for quality of experience optimization
CN109740143B (zh) * 2018-11-28 2022-08-23 平安科技（深圳）有限公司 基于机器学习的句子距离映射方法、装置和计算机设备
US11423328B2 (en) 2018-12-31 2022-08-23 Hughes Network Systems, Llc Determining availability of network service
US11496414B2 (en) * 2019-03-18 2022-11-08 Tencent America LLC Interoperable cloud based media processing using dynamic network interface
EP3973397A1 (en) * 2019-05-22 2022-03-30 Microsoft Technology Licensing, LLC Systems and methods for distribution of application logic in digital networks
KR102310187B1 (ko) * 2019-09-25 2021-10-08 한국전자기술연구원 복수의 엣지와 클라우드를 포함하는 분산 컴퓨팅 시스템 및 이의 적응적 지능 활용을 위한 분석 모델 제공 방법
CN110933178B (zh) * 2019-12-09 2022-02-01 聚好看科技股份有限公司 调整集群系统内的节点配置的方法及服务器
CN111176564B (zh) 2019-12-25 2024-02-27 三星（中国）半导体有限公司 确定ssd内数据摆放策略的方法及装置
US11557221B2 (en) 2020-04-01 2023-01-17 International Business Machines Corporation Intelligent cabling and connection instruction refinement
CN114514510B (zh) * 2020-04-07 2025-08-15 腾讯美国有限责任公司 Nbmp工作流管理方法、工作流管理器及介质
US11297121B2 (en) * 2020-04-07 2022-04-05 Tencent America LLC Split rendering using network based media processing workflow
US20210320986A1 (en) * 2020-04-07 2021-10-14 Tencent America LLC Task proximity for cloud services
CN111797893B (zh) * 2020-05-26 2021-09-14 华为技术有限公司 一种神经网络的训练方法、图像分类系统及相关设备
EP4075733A1 (en) * 2021-04-14 2022-10-19 Robert Bosch GmbH Method and apparatus for radio access network planning in a production environment
CN114339772B (zh) * 2021-11-19 2023-04-07 煤炭科学技术研究院有限公司 一种资源配置方法、装置及电子设备

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102012808A (zh) * 2010-11-10 2011-04-13 上海光芒科技有限公司 云计算环境下的基于soa的可扩展的分布式架构
CN102012936A (zh) * 2010-12-07 2011-04-13 中国电信股份有限公司 基于云计算平台的海量数据聚合方法和系统
WO2012005611A1 (en) * 2010-07-08 2012-01-12 Greenbutton Limited A method for estimating job run time

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5631907A (en) 1995-12-13 1997-05-20 Lucent Technologies Inc. Reliable broadcast protocol structure for electronic software distribution
CA2187833C (en) 1995-12-13 2002-08-27 Paul Joseph Guarneri System and method for a scalable and reliable transmission of electronic software distribution
US5886991A (en) 1995-12-13 1999-03-23 Lucent Technologies Inc. System and method for quickly distributing program updates in a distributed architecture processing system
US5724345A (en) 1995-12-13 1998-03-03 Lucent Technologies Inc. System and method for a scalable and reliable transmission of electronic software distribution
US7113986B2 (en) * 2000-07-14 2006-09-26 Business Signatures Corporation System and method for modeling information system capacity and accepting sessions in an information system
JP3944176B2 (ja) 2004-02-20 2007-07-11 株式会社東芝 探索要求送信装置およびプログラム
JP4652741B2 (ja) 2004-08-02 2011-03-16 インターナショナル・ビジネス・マシーンズ・コーポレーション 異常検出装置、異常検出方法、異常検出プログラム、及び記録媒体
US7689645B2 (en) 2005-03-24 2010-03-30 Fuji Xerox Co., Ltd. Systems and methods for brokering services
US20070168548A1 (en) 2006-01-19 2007-07-19 International Business Machines Corporation Method and system for performing multi-cluster application-specific routing
US20070300239A1 (en) * 2006-06-23 2007-12-27 International Business Machines Corporation Dynamic application instance placement in data center environments
JP2009134590A (ja) 2007-11-30 2009-06-18 Advanced Telecommunication Research Institute International 行動識別システム、行動識別方法、最適センサ集合決定方法および最適パラメータ決定方法。
JP2009265876A (ja) * 2008-04-24 2009-11-12 Sony Corp 制御装置、制御方法、制御方法のプログラム及び制御方法のプログラムを記録した記録媒体
JP5245852B2 (ja) 2009-01-17 2013-07-24 日本電気株式会社 サーバ処理分散装置、サーバ処理分散方法及びサーバ処理分散プログラム
US8479181B2 (en) 2010-02-01 2013-07-02 International Business Machines Corporation Interactive capacity planning
US10678602B2 (en) * 2011-02-09 2020-06-09 Cisco Technology, Inc. Apparatus, systems and methods for dynamic adaptive metrics based application deployment on distributed infrastructures
US8806015B2 (en) * 2011-05-04 2014-08-12 International Business Machines Corporation Workload-aware placement in private heterogeneous clouds
US8924392B2 (en) * 2011-05-23 2014-12-30 Cisco Technology, Inc. Clustering-based resource aggregation within a data center
US9262498B2 (en) * 2011-05-27 2016-02-16 Red Hat, Inc. Generating optimized host placement of data payload in cloud-based storage network
WO2012178032A1 (en) * 2011-06-23 2012-12-27 CohortFS, LLC Dynamic data placement for distributed storage

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012005611A1 (en) * 2010-07-08 2012-01-12 Greenbutton Limited A method for estimating job run time
CN102012808A (zh) * 2010-11-10 2011-04-13 上海光芒科技有限公司 云计算环境下的基于soa的可扩展的分布式架构
CN102012936A (zh) * 2010-12-07 2011-04-13 中国电信股份有限公司 基于云计算平台的海量数据聚合方法和系统

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
autonomic resource management with support vector machines;Oliver Niehorster et al.;《Grid computing(GRID),2011 12th IEEE/ACM International conference on》;20110921;第157-164页 *

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KR101595763B1 (ko) 2016-02-19
IN2014DN07099A (cg-RX-API-DMAC7.html) 2015-04-24
EP2629247B1 (en) 2014-01-08
JP2015515037A (ja) 2015-05-21
JP5921724B2 (ja) 2016-05-24
KR20140129137A (ko) 2014-11-06
US20150066929A1 (en) 2015-03-05
WO2013120686A1 (en) 2013-08-22
US9684706B2 (en) 2017-06-20
EP2629247A1 (en) 2013-08-21
CN104115165A (zh) 2014-10-22

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