JP7347525B2 - システム、方法及び制御装置 - Google Patents

システム、方法及び制御装置 Download PDF

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JP7347525B2
JP7347525B2 JP2021550736A JP2021550736A JP7347525B2 JP 7347525 B2 JP7347525 B2 JP 7347525B2 JP 2021550736 A JP2021550736 A JP 2021550736A JP 2021550736 A JP2021550736 A JP 2021550736A JP 7347525 B2 JP7347525 B2 JP 7347525B2
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parameter
network
parameters
reinforcement learning
determination method
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JPWO2021064771A5 (https=
JPWO2021064771A1 (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
    • 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
    • H04L41/0813—Configuration setting characterised by the conditions triggering a change of settings
    • 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
    • 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
    • H04L43/0876—Network utilisation, e.g. volume of load or congestion level

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
JP2021550736A 2019-09-30 2019-09-30 システム、方法及び制御装置 Active JP7347525B2 (ja)

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PCT/JP2019/038459 WO2021064771A1 (ja) 2019-09-30 2019-09-30 システム、方法及び制御装置

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JPWO2021064771A1 JPWO2021064771A1 (https=) 2021-04-08
JPWO2021064771A5 JPWO2021064771A5 (https=) 2022-06-02
JP7347525B2 true JP7347525B2 (ja) 2023-09-20

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Families Citing this family (2)

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Publication number Priority date Publication date Assignee Title
US11616736B2 (en) * 2020-12-17 2023-03-28 Nokia Solutions And Networks Oy Dynamic resource allocation aided by reinforcement learning
US11785065B2 (en) * 2021-04-15 2023-10-10 Nec Corporation Dynamic microservice intercommunication configuration

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013026980A (ja) 2011-07-25 2013-02-04 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
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
JP2015053584A (ja) 2013-09-06 2015-03-19 株式会社Ｎｔｔドコモ 無線基地局、無線通信システム及び無線通信方法
JP2017064830A (ja) 2015-09-29 2017-04-06 ファナック株式会社 移動軸異常負荷警告機能を有するワイヤ放電加工機
US20170347279A1 (en) 2016-05-27 2017-11-30 Alcatel-Lucent Usa Inc. MONITORING AND MANAGEMENT OF eMBMS SYSTEMS
JP2018126799A (ja) 2017-02-06 2018-08-16 セイコーエプソン株式会社 制御装置、ロボットおよびロボットシステム
US20190014488A1 (en) 2017-07-06 2019-01-10 Futurewei Technologies, Inc. System and method for deep learning and wireless network optimization using deep learning
US10396919B1 (en) 2017-05-12 2019-08-27 Virginia Tech Intellectual Properties, Inc. Processing of communications signals using machine learning

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Publication number Priority date Publication date Assignee Title
GB2553077B (en) * 2016-04-27 2019-07-24 Toshiba Kk Radio resource slicing in a radio access network
US11360757B1 (en) * 2019-06-21 2022-06-14 Amazon Technologies, Inc. Request distribution and oversight for robotic devices

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2013026980A (ja) 2011-07-25 2013-02-04 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
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
JP2015053584A (ja) 2013-09-06 2015-03-19 株式会社Ｎｔｔドコモ 無線基地局、無線通信システム及び無線通信方法
JP2017064830A (ja) 2015-09-29 2017-04-06 ファナック株式会社 移動軸異常負荷警告機能を有するワイヤ放電加工機
US20170347279A1 (en) 2016-05-27 2017-11-30 Alcatel-Lucent Usa Inc. MONITORING AND MANAGEMENT OF eMBMS SYSTEMS
JP2018126799A (ja) 2017-02-06 2018-08-16 セイコーエプソン株式会社 制御装置、ロボットおよびロボットシステム
US10396919B1 (en) 2017-05-12 2019-08-27 Virginia Tech Intellectual Properties, Inc. Processing of communications signals using machine learning
US20190014488A1 (en) 2017-07-06 2019-01-10 Futurewei Technologies, Inc. System and method for deep learning and wireless network optimization using deep learning

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
中野谷 学 Manabu NAKANOYA，強化学習による仮想ネットワーク変更手順の自動生成 Reinforcement Learning based Automated Process Generation for Virtual Network Update，電子情報通信学会技術研究報告 Ｖｏｌ．１１７ Ｎｏ．３０５ IEICE Technical Report，日本，一般社団法人電子情報通信学会 The Institute of Electronics,Information and Communication Engineers ，2017年11月09日，第117巻，P.63-68

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US20220345376A1 (en) 2022-10-27
WO2021064771A1 (ja) 2021-04-08
JPWO2021064771A1 (https=) 2021-04-08

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