JP7251646B2 - 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

Info

Publication number
JP7251646B2
JP7251646B2 JP2021550732A JP2021550732A JP7251646B2 JP 7251646 B2 JP7251646 B2 JP 7251646B2 JP 2021550732 A JP2021550732 A JP 2021550732A JP 2021550732 A JP2021550732 A JP 2021550732A JP 7251646 B2 JP7251646 B2 JP 7251646B2
Authority
JP
Japan
Prior art keywords
learning
network
learners
learner
information
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2021550732A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2021064767A1 (https=
JPWO2021064767A5 (https=
Inventor
亜南 沢辺
孝法 岩井
航生 小林
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NEC Corp
Original Assignee
NEC Corp
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 NEC Corp filed Critical NEC Corp
Publication of JPWO2021064767A1 publication Critical patent/JPWO2021064767A1/ja
Publication of JPWO2021064767A5 publication Critical patent/JPWO2021064767A5/ja
Application granted granted Critical
Publication of JP7251646B2 publication Critical patent/JP7251646B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/092—Reinforcement learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
JP2021550732A 2019-09-30 2019-09-30 制御装置、方法及びシステム Active JP7251646B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2019/038455 WO2021064767A1 (ja) 2019-09-30 2019-09-30 制御装置、方法及びシステム

Publications (3)

Publication Number Publication Date
JPWO2021064767A1 JPWO2021064767A1 (https=) 2021-04-08
JPWO2021064767A5 JPWO2021064767A5 (https=) 2022-06-09
JP7251646B2 true JP7251646B2 (ja) 2023-04-04

Family

ID=75337004

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021550732A Active JP7251646B2 (ja) 2019-09-30 2019-09-30 制御装置、方法及びシステム

Country Status (3)

Country Link
US (1) US20220343220A1 (https=)
JP (1) JP7251646B2 (https=)
WO (1) WO2021064767A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4175370A3 (en) 2021-10-28 2023-08-30 Nokia Solutions and Networks Oy Power saving in radio access network
JP7764776B2 (ja) * 2022-02-08 2025-11-06 コニカミノルタ株式会社 機械学習装置、および機械学習プログラム
JP7814236B2 (ja) * 2022-05-02 2026-02-16 三菱重工業株式会社 学習装置、学習方法及び学習プログラム

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
JP2018106466A (ja) 2016-12-27 2018-07-05 株式会社日立製作所 制御装置及び制御方法
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

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11537931B2 (en) * 2017-11-29 2022-12-27 Google Llc On-device machine learning platform to enable sharing of machine-learned models between applications
JP7440420B2 (ja) * 2018-05-07 2024-02-28 グーグル エルエルシー 包括的機械学習サービスを提供するアプリケーション開発プラットフォームおよびソフトウェア開発キット
WO2020013884A1 (en) * 2018-07-13 2020-01-16 Google Llc Machine-learned prediction of network resources and margins

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
JP2018106466A (ja) 2016-12-27 2018-07-05 株式会社日立製作所 制御装置及び制御方法
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

Also Published As

Publication number Publication date
US20220343220A1 (en) 2022-10-27
WO2021064767A1 (ja) 2021-04-08
JPWO2021064767A1 (https=) 2021-04-08

Similar Documents

Publication Publication Date Title
CN111090631B (zh) 分布式环境下的信息共享方法、装置和电子设备
CN112667400B (zh) 边缘自治中心管控的边云资源调度方法、装置及系统
US20250068744A1 (en) Machine learning of encoding parameters for a network using a video encoder
JP7251646B2 (ja) 制御装置、方法及びシステム
Hou et al. An intelligent transaction migration scheme for RAFT-based private blockchain in Internet of Things applications
JP7251647B2 (ja) 制御装置、制御方法及びシステム
CN117978238A (zh) 一种卫星算力网络任务调度处理方法及装置
Altman et al. The evolution of transport protocols: An evolutionary game perspective
Wei et al. GRL-PS: Graph embedding-based DRL approach for adaptive path selection
CN114090108A (zh) 算力任务执行方法、装置、电子设备及存储介质
JP7259978B2 (ja) 制御装置、方法及びシステム
Jin et al. A congestion control method of SDN data center based on reinforcement learning
CN115225512B (zh) 基于节点负载预测的多域服务链主动重构机制
Liu et al. ScaleFlux: Efficient stateful scaling in NFV
Lu et al. GTD3-NET: A deep reinforcement learning-based routing optimization algorithm for wireless networks
CN117880205B (zh) 负载均衡的优化方法、相关服务器及系统
CN111211984A (zh) 优化cdn网络的方法、装置及电子设备
CN113992527A (zh) 网络服务功能链在线迁移方法及系统
Karobi et al. Ecoedgetwin: Enhanced 6g network via mobile edge computing and digital twin integration
Liu et al. Optimizing lightweight neural networks for efficient mobile edge computing
US20250385809A1 (en) Reinforcement learning for switch power optimization
WO2021064771A1 (ja) システム、方法及び制御装置
Ullah Digital twin-empowered task offloading in VEC: attention-augmented DRL for mobility-resilient optimization
Sivakumar et al. A novel optimised GWOAN algorithm for scheduling task and power consumption in MEC network
CN115220886A (zh) 一种支持移动区块链链下计算的多运营商边缘资源调度方法

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220329

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20220329

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20221206

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20230131

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20230221

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20230306

R151 Written notification of patent or utility model registration

Ref document number: 7251646

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R151