JP7769135B2 - 通信システムに係る所与の予測目的で用いられる機械学習モデルの決定 - Google Patents

通信システムに係る所与の予測目的で用いられる機械学習モデルの決定

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Publication number
JP7769135B2
JP7769135B2 JP2024543674A JP2024543674A JP7769135B2 JP 7769135 B2 JP7769135 B2 JP 7769135B2 JP 2024543674 A JP2024543674 A JP 2024543674A JP 2024543674 A JP2024543674 A JP 2024543674A JP 7769135 B2 JP7769135 B2 JP 7769135B2
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Japan
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data
performance index
index value
machine learning
unit
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JP2024543674A
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Japanese (ja)
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JPWO2024047774A1 (https=
Inventor
真也 北
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Rakuten Mobile Inc
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Rakuten Mobile Inc
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/22—Traffic simulation tools or models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • H04L41/14—Network analysis or design
    • H04L41/147—Network analysis or design for predicting network behaviour
    • 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
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/08—Testing, supervising or monitoring using real traffic

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
JP2024543674A 2022-08-30 2022-08-30 通信システムに係る所与の予測目的で用いられる機械学習モデルの決定 Active JP7769135B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/032681 WO2024047774A1 (ja) 2022-08-30 2022-08-30 通信システムに係る所与の予測目的で用いられる機械学習モデルの決定

Publications (2)

Publication Number Publication Date
JPWO2024047774A1 JPWO2024047774A1 (https=) 2024-03-07
JP7769135B2 true JP7769135B2 (ja) 2025-11-12

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JP2024543674A Active JP7769135B2 (ja) 2022-08-30 2022-08-30 通信システムに係る所与の予測目的で用いられる機械学習モデルの決定

Country Status (4)

Country Link
US (1) US20250097722A1 (https=)
EP (1) EP4583016A4 (https=)
JP (1) JP7769135B2 (https=)
WO (1) WO2024047774A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7820561B2 (ja) * 2022-11-21 2026-02-25 楽天モバイル株式会社 通信システムに含まれる要素に対するアクションを実行するか否かを判定する判定処理の実行開始制御
US12556943B2 (en) 2022-11-30 2026-02-17 Dell Products L.P. Artificial intelligence radio function model management in a communication network
US12526653B2 (en) * 2022-11-30 2026-01-13 Dell Products L.P. Artificial intelligence radio function model management in a communication network

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021171341A1 (ja) 2020-02-25 2021-09-02 日本電信電話株式会社 通信品質を予測するシステム、装置、方法及びプログラム
JP2022111705A (ja) 2021-01-20 2022-08-01 キヤノン株式会社 学習装置、画像処理装置、医用画像撮像装置、学習方法およびプログラム

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6751069B2 (ja) 2017-11-16 2020-09-02 日本電信電話株式会社 無線リソース設計装置、無線リソース設計方法、及びプログラム
US11227047B1 (en) * 2018-06-29 2022-01-18 Fireeye Security Holdings Us Llc System and method for improved end-to-end cybersecurity machine learning and deployment
US20220417109A1 (en) * 2019-11-28 2022-12-29 Telefonaktiebolaget Lm Ericsson (Publ) Methods for determining application of models in multi-vendor networks
US11501190B2 (en) * 2020-07-02 2022-11-15 Juniper Networks, Inc. Machine learning pipeline for predictions regarding a network
US12547515B2 (en) * 2022-01-13 2026-02-10 Oracle International Corporation Run-time modification of data monitoring platform metrics
US20230419130A1 (en) * 2022-06-28 2023-12-28 Oracle Financial Services Software Limited Machine learning pipeline with data quality framework

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021171341A1 (ja) 2020-02-25 2021-09-02 日本電信電話株式会社 通信品質を予測するシステム、装置、方法及びプログラム
JP2022111705A (ja) 2021-01-20 2022-08-01 キヤノン株式会社 学習装置、画像処理装置、医用画像撮像装置、学習方法およびプログラム

Also Published As

Publication number Publication date
JPWO2024047774A1 (https=) 2024-03-07
US20250097722A1 (en) 2025-03-20
EP4583016A1 (en) 2025-07-09
EP4583016A4 (en) 2025-10-22
WO2024047774A1 (ja) 2024-03-07

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