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)

Applications Claiming Priority (3)

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

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CN104115165A CN104115165A (zh) 2014-10-22
CN104115165B true CN104115165B (zh) 2016-10-05

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US (1) US9684706B2 (enExample)
EP (1) EP2629247B1 (enExample)
JP (1) JP5921724B2 (enExample)
KR (1) KR101595763B1 (enExample)
CN (1) CN104115165B (enExample)
IN (1) IN2014DN07099A (enExample)
WO (1) WO2013120686A1 (enExample)

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

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