JP7820561B2 - 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 - Google Patents

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

Info

Publication number
JP7820561B2
JP7820561B2 JP2024559746A JP2024559746A JP7820561B2 JP 7820561 B2 JP7820561 B2 JP 7820561B2 JP 2024559746 A JP2024559746 A JP 2024559746A JP 2024559746 A JP2024559746 A JP 2024559746A JP 7820561 B2 JP7820561 B2 JP 7820561B2
Authority
JP
Japan
Prior art keywords
data
performance index
index value
machine learning
unit
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
JP2024559746A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2024111026A5 (https=
JPWO2024111026A1 (https=
Inventor
真也 北
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.)
Rakuten Mobile Inc
Original Assignee
Rakuten Mobile Inc
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 Rakuten Mobile Inc filed Critical Rakuten Mobile Inc
Publication of JPWO2024111026A1 publication Critical patent/JPWO2024111026A1/ja
Publication of JPWO2024111026A5 publication Critical patent/JPWO2024111026A5/ja
Application granted granted Critical
Publication of JP7820561B2 publication Critical patent/JP7820561B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • H04L41/02—Standardisation; Integration
    • H04L41/0233—Object-oriented techniques, for representation of network management data, e.g. common object request broker architecture [CORBA]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/3006—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system is distributed, e.g. networked systems, clusters, multiprocessor systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3409—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment
    • G06F11/3419—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment for performance assessment by assessing time
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466—Performance evaluation by tracing or monitoring
    • 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
    • H04L41/22—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
    • 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
    • H04L41/5009—Determining service level performance parameters or violations of service level contracts, e.g. violations of agreed response time or mean time between failures [MTBF]
    • 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
    • H04L43/02—Capturing of monitoring data
    • 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
    • H04W24/04—Arrangements for maintaining operational condition
    • 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
    • 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
    • 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
    • H04L43/20—Arrangements for monitoring or testing data switching networks the monitoring system or the monitored elements being virtualised, abstracted or software-defined entities, e.g. SDN or NFV

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Computer Hardware Design (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
JP2024559746A 2022-11-21 2022-11-21 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 Active JP7820561B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/043039 WO2024111026A1 (ja) 2022-11-21 2022-11-21 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

Publications (3)

Publication Number Publication Date
JPWO2024111026A1 JPWO2024111026A1 (https=) 2024-05-30
JPWO2024111026A5 JPWO2024111026A5 (https=) 2025-07-30
JP7820561B2 true JP7820561B2 (ja) 2026-02-25

Family

ID=91195758

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2024559746A Active JP7820561B2 (ja) 2022-11-21 2022-11-21 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

Country Status (4)

Country Link
US (1) US20250097091A1 (https=)
EP (1) EP4625919A4 (https=)
JP (1) JP7820561B2 (https=)
WO (1) WO2024111026A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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 (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010186229A (ja) 2009-02-10 2010-08-26 Daikin Ind Ltd 機器管理装置、機器管理プログラムおよび画面提供装置
WO2012029289A1 (ja) 2010-09-03 2012-03-08 日本電気株式会社 表示処理システム、表示処理方法、およびプログラム
JP2015115018A (ja) 2013-12-16 2015-06-22 株式会社日立製作所 管理サーバおよび管理サーバの制御方法
JP2017504123A (ja) 2014-09-29 2017-02-02 株式会社日立製作所 計算機システムの管理システム
WO2022071056A1 (ja) 2020-09-29 2022-04-07 ファナック株式会社 ネットワーク中継装置

Family Cites Families (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7103843B2 (en) * 2001-05-25 2006-09-05 International Business Machines Corporation Method and apparatus for visualizing metrics in a data space
US8136124B2 (en) * 2007-01-18 2012-03-13 Oracle America, Inc. Method and apparatus for synthesizing hardware counters from performance sampling
US7890870B1 (en) * 2007-12-06 2011-02-15 Sprint Communications Company L.P. Monitoring network functions concurrently utilizing a performance display
JP4872945B2 (ja) * 2008-02-25 2012-02-08 日本電気株式会社 運用管理装置、運用管理システム、情報処理方法、及び運用管理プログラム
US9755942B2 (en) * 2013-10-25 2017-09-05 Vmware, Inc. Method and system for monitoring conditions in a dynamic network environment
WO2016135841A1 (ja) * 2015-02-24 2016-09-01 株式会社日立製作所 情報システムを管理する管理システム
US9542115B1 (en) * 2015-06-23 2017-01-10 Netapp, Inc. Methods and systems for trouble shooting performance issues in networked storage systems
US20170310542A1 (en) * 2016-04-22 2017-10-26 Netsights360 Integrated digital network management platform
US10868742B2 (en) * 2017-03-29 2020-12-15 Juniper Networks, Inc. Multi-cluster dashboard for distributed virtualization infrastructure element monitoring and policy control
US20200013107A1 (en) * 2017-03-30 2020-01-09 Nec Corporation Recommendation system, method, apparatus and program
US10896573B2 (en) * 2017-09-29 2021-01-19 Igt Decomposition of displayed elements using gaze detection
US10742515B2 (en) * 2018-06-18 2020-08-11 Hewlett Packard Enterprise Development Lp Dynamically customizing time series charts based on contextual data
US10848402B1 (en) * 2018-10-24 2020-11-24 Thousandeyes, Inc. Application aware device monitoring correlation and visualization
WO2021035412A1 (zh) * 2019-08-23 2021-03-04 华为技术有限公司 一种自动机器学习AutoML系统、方法及设备
EP3786855A1 (en) * 2019-08-30 2021-03-03 Accenture Global Solutions Limited Automated data processing and machine learning model generation
US11089516B2 (en) * 2019-12-12 2021-08-10 Verizon Patent And Licensing Inc. Systems and methods for network performance monitoring, event detection, and remediation
US11283695B2 (en) * 2020-04-21 2022-03-22 Aviatrix Systems, Inc. System and method for determination of network operation metrics and generation of network operation metrics visualizations
US11501190B2 (en) * 2020-07-02 2022-11-15 Juniper Networks, Inc. Machine learning pipeline for predictions regarding a network
US11722380B2 (en) * 2020-11-10 2023-08-08 Accenture Global Solutions Limited Utilizing machine learning models to determine customer care actions for telecommunications network providers
US11418407B2 (en) * 2020-11-10 2022-08-16 LightRiver Software, Inc. Personalized method and system for managing network properties displayed on a user device
US20220167187A1 (en) * 2020-11-20 2022-05-26 At&T Intellectual Property I, L.P. Utilization-aware management of device capabilities
EP4013087A1 (en) * 2020-12-14 2022-06-15 Sandvine Corporation System and method for 5g mobile network management
US20240306011A1 (en) * 2021-01-08 2024-09-12 Lenovo (Beijing) Limited Method and apparatus for determining prediction for status of wireless network
KR20220120154A (ko) * 2021-02-23 2022-08-30 삼성전자주식회사 복수의 어플리케이션들에 공유되는 기계 학습 모델을 이용한 장치 및 방법
US20240357379A1 (en) * 2021-07-26 2024-10-24 Telefonaktiebolaget Lm Ericsson (Publ) Configuring a Radio Access Node to Use One or More Radio Access Network Functions
WO2023012359A1 (en) * 2021-08-05 2023-02-09 Telefonaktiebolaget Lm Ericsson (Publ) Method for monitoring performance of an artificial intelligence (ai)/machine learning (ml) model or algorithm
US11950138B2 (en) * 2021-11-17 2024-04-02 Dish Wireless L.L.C. Predictive user plane function (UPF) load balancing based on network data analytics
US20230208727A1 (en) * 2021-12-28 2023-06-29 Rakuten Mobile, Inc. Data integrity illustration and evaluation system and method
US20230246901A1 (en) * 2022-01-31 2023-08-03 Rakuten Mobile, Inc. Key performance indicator monitoring, predicting and anomaly detection system system and method
US12530275B2 (en) * 2022-03-03 2026-01-20 Cisco Technology, Inc. Orchestration of analytics in workload resource domains
US20240031264A1 (en) * 2022-07-22 2024-01-25 Vmware, Inc. Monitoring performance of applications with respect to software defined wide area network edge devices
JP7769135B2 (ja) * 2022-08-30 2025-11-12 楽天モバイル株式会社 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
EP4583017A4 (en) * 2022-08-30 2025-10-29 Rakuten Mobile Inc DETERMINATION OF A MACHINE LEARNING MODEL TO BE USED FOR A GIVEN PREDICTIVE OBJECTIVE FOR A COMMUNICATION SYSTEM
WO2024063782A1 (en) * 2022-09-23 2024-03-28 Rakuten Mobile, Inc. Network offender identification system and method
US12034626B2 (en) * 2022-10-14 2024-07-09 Keysight Technologies, Inc. Methods, systems, and computer readable media for using a programmable processing pipeline device to execute scalable connections per second (CPS) generation test and an application replay sequence test
EP4625177A4 (en) * 2022-11-21 2025-12-24 Rakuten Mobile Inc EXECUTION CONDITION COMMAND FOR AN ACTION WITH RESPECT TO AN ELEMENT INCORPORATED IN A COMMUNICATION SYSTEM
WO2024111027A1 (ja) * 2022-11-21 2024-05-30 楽天モバイル株式会社 通信システムに含まれる要素の性能指標値が示された監視画面の表示制御
US12101241B1 (en) * 2023-03-16 2024-09-24 Hewlett Packard Enterprise Development Lp Mechanism for intelligent and comprehensive monitoring system using peer-to-peer agents in a network
US12332895B2 (en) * 2023-10-27 2025-06-17 International Business Machines Corporation High-performance resource and job scheduling

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010186229A (ja) 2009-02-10 2010-08-26 Daikin Ind Ltd 機器管理装置、機器管理プログラムおよび画面提供装置
WO2012029289A1 (ja) 2010-09-03 2012-03-08 日本電気株式会社 表示処理システム、表示処理方法、およびプログラム
JP2015115018A (ja) 2013-12-16 2015-06-22 株式会社日立製作所 管理サーバおよび管理サーバの制御方法
JP2017504123A (ja) 2014-09-29 2017-02-02 株式会社日立製作所 計算機システムの管理システム
WO2022071056A1 (ja) 2020-09-29 2022-04-07 ファナック株式会社 ネットワーク中継装置

Also Published As

Publication number Publication date
EP4625919A1 (en) 2025-10-01
EP4625919A4 (en) 2025-12-31
JPWO2024111026A1 (https=) 2024-05-30
US20250097091A1 (en) 2025-03-20
WO2024111026A1 (ja) 2024-05-30

Similar Documents

Publication Publication Date Title
JP7769135B2 (ja) 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
EP4625177A1 (en) Control of execution condition for action with respect to element included in communication system
US12531791B2 (en) Validation system and validation method
JP7820561B2 (ja) 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
JP7826512B2 (ja) 通信システムに含まれる要素の性能指標値が示された監視画面の表示制御
US20240323102A1 (en) Network service build system and network service build method
US20240248763A1 (en) Arrangement system and arrangement method
JP7720487B2 (ja) ネットワーク負荷の予測開始タイミングの制御
JP7716598B2 (ja) 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
JP7620164B2 (ja) ネットワークの異常の原因推定
JP7620163B2 (ja) ネットワークの異常の原因推定
WO2023218663A1 (ja) 実行基盤決定システム及び実行基盤決定方法
JP7717981B2 (ja) ネットワーク負荷の予測開始タイミングの制御
US12279124B2 (en) Executing appropriate scale-out of an element included in a communication system
JP7814556B2 (ja) アプリケーションが不安定である原因の推定
JP7796941B2 (ja) サイレント障害の原因であるルータの推定
JP7838123B2 (ja) 通信システムに含まれるプロセスが不安定であるか否かの判定
JP7852146B2 (ja) サイレント障害の原因であるルータの推定
US12520194B2 (en) Executing appropriate scale-out of an element included in a communication system
US20240414571A1 (en) Status determination of a communication system based on performance index value data stored in a queue
WO2024069948A1 (ja) 通信システムに含まれるハードウェアリソースの管理
WO2023157200A1 (ja) スケーリング制御システム及びスケーリング制御方法

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20250521

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20250521

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20251111

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20260106

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: 20260127

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20260212

R150 Certificate of patent or registration of utility model

Ref document number: 7820561

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150