JP7259978B2 - 制御装置、方法及びシステム - Google Patents

制御装置、方法及びシステム Download PDF

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Publication number
JP7259978B2
JP7259978B2 JP2021550731A JP2021550731A JP7259978B2 JP 7259978 B2 JP7259978 B2 JP 7259978B2 JP 2021550731 A JP2021550731 A JP 2021550731A JP 2021550731 A JP2021550731 A JP 2021550731A JP 7259978 B2 JP7259978 B2 JP 7259978B2
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network
learning
action
control
state
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JPWO2021064766A5 (https=
JPWO2021064766A1 (https=
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亜南 沢辺
孝法 岩井
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NEC Corp
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NEC Corp
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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
    • H04L41/16—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
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5003—Managing SLA; Interaction between SLA and QoS
    • H04L41/5019—Ensuring fulfilment of SLA
    • H04L41/5025—Ensuring fulfilment of SLA by proactively reacting to service quality change, e.g. by reconfiguration after service quality degradation or upgrade
    • 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

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  • Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Environmental & Geological Engineering (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Quality & Reliability (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
JP2021550731A 2019-09-30 2019-09-30 制御装置、方法及びシステム Active JP7259978B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2019/038454 WO2021064766A1 (ja) 2019-09-30 2019-09-30 制御装置、方法及びシステム

Publications (3)

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JPWO2021064766A1 JPWO2021064766A1 (https=) 2021-04-08
JPWO2021064766A5 JPWO2021064766A5 (https=) 2022-06-07
JP7259978B2 true JP7259978B2 (ja) 2023-04-18

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JP2021550731A Active JP7259978B2 (ja) 2019-09-30 2019-09-30 制御装置、方法及びシステム

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US (1) US20220337489A1 (https=)
JP (1) JP7259978B2 (https=)
WO (1) WO2021064766A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11875478B2 (en) * 2020-08-28 2024-01-16 Nvidia Corporation Dynamic image smoothing based on network conditions
WO2023228256A1 (ja) * 2022-05-23 2023-11-30 日本電信電話株式会社 体感品質劣化推定装置、機械学習方法、体感品質劣化推定方法及びプログラム
CN115208518B (zh) * 2022-07-15 2025-01-21 腾讯科技（深圳）有限公司 数据传输控制方法、装置及计算机可读存储介质

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009027303A (ja) 2007-07-18 2009-02-05 Univ Of Electro-Communications 通信装置および通信方法
JP2013106202A (ja) 2011-11-14 2013-05-30 Fujitsu Ltd パラメータ設定装置、コンピュータプログラム及びパラメータ設定方法
JP2019041338A (ja) 2017-08-28 2019-03-14 日本電信電話株式会社 無線通信システム、無線通信方法および集中制御局
US20190141113A1 (en) 2017-11-03 2019-05-09 Salesforce.Com, Inc. Simultaneous optimization of multiple tcp parameters to improve download outcomes for network-based mobile applications
WO2019176997A1 (ja) 2018-03-14 2019-09-19 日本電気株式会社 トラヒック分析装置、方法及びプログラム

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5772345B2 (ja) * 2011-07-25 2015-09-02 富士通株式会社 パラメータ設定装置、コンピュータプログラム及びパラメータ設定方法
CN114884738A (zh) * 2017-11-17 2022-08-09 华为技术有限公司 一种识别加密数据流的方法及装置
US11509703B2 (en) * 2018-09-26 2022-11-22 Vmware, Inc. System and method for widescale adaptive bitrate selection
KR101990326B1 (ko) * 2018-11-28 2019-06-18 한국인터넷진흥원 감가율 자동 조정 방식의 강화 학습 방법
US11360757B1 (en) * 2019-06-21 2022-06-14 Amazon Technologies, Inc. Request distribution and oversight for robotic devices

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009027303A (ja) 2007-07-18 2009-02-05 Univ Of Electro-Communications 通信装置および通信方法
JP2013106202A (ja) 2011-11-14 2013-05-30 Fujitsu Ltd パラメータ設定装置、コンピュータプログラム及びパラメータ設定方法
JP2019041338A (ja) 2017-08-28 2019-03-14 日本電信電話株式会社 無線通信システム、無線通信方法および集中制御局
US20190141113A1 (en) 2017-11-03 2019-05-09 Salesforce.Com, Inc. Simultaneous optimization of multiple tcp parameters to improve download outcomes for network-based mobile applications
WO2019176997A1 (ja) 2018-03-14 2019-09-19 日本電気株式会社 トラヒック分析装置、方法及びプログラム

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US20220337489A1 (en) 2022-10-20
WO2021064766A1 (ja) 2021-04-08
JPWO2021064766A1 (https=) 2021-04-08

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