CN114930789A - 人工智能操作处理方法、装置、系统、终端及网络设备 - Google Patents

人工智能操作处理方法、装置、系统、终端及网络设备 Download PDF

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CN114930789A
CN114930789A CN202080092140.XA CN202080092140A CN114930789A CN 114930789 A CN114930789 A CN 114930789A CN 202080092140 A CN202080092140 A CN 202080092140A CN 114930789 A CN114930789 A CN 114930789A
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CN202080092140.XA
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English (en)
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沈嘉
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Publication of CN114930789A publication Critical patent/CN114930789A/zh
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/289—Intermediate processing functionally located close to the data consumer application, e.g. in same machine, in same home or in same sub-network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/34—Network arrangements or protocols for supporting network services or applications involving the movement of software or configuration parameters 
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00—Indexing scheme relating to G06F9/00
    • G06F2209/50—Indexing scheme relating to G06F9/50
    • G06F2209/5017—Task decomposition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2209/00—Indexing scheme relating to G06F9/00
    • G06F2209/50—Indexing scheme relating to G06F9/50
    • G06F2209/509—Offload
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
    • H04L67/1004—Server selection for load balancing
    • H04L67/1008—Server selection for load balancing based on parameters of servers, e.g. available memory or workload

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本发明公开了一种人工智能操作处理方法、装置、系统、终端及网络设备。其中，该方法包括：终端接收网络设备发送的指示信息，其中，该指示信息用于指示终端执行的人工智能/机器学习AI/ML任务的信息。本发明解决了相关技术中，终端本地执行AI/ML操作存在不满足需要，以及浪费资源的技术问题，从而实现可以根据实际情况变化，充分利用终端的算力、存储、电源、通信速率等各类资源的效果。

Description

PCT国内申请，说明书已公开。

Claims (28)

  1. PCT国内申请，权利要求书已公开。
CN202080092140.XA 2020-01-14 2020-01-14 人工智能操作处理方法、装置、系统、终端及网络设备 Pending CN114930789A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2020/072104 WO2021142637A1 (zh) 2020-01-14 2020-01-14 人工智能操作处理方法、装置、系统、终端及网络设备

Publications (1)

Publication Number Publication Date
CN114930789A true CN114930789A (zh) 2022-08-19

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US (1) US20220334881A1 (zh)
EP (1) EP4087213A4 (zh)
CN (1) CN114930789A (zh)
WO (1) WO2021142637A1 (zh)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024040586A1 (en) * 2022-08-26 2024-02-29 Apple Inc. Ai/ml model quality monitoring and fast recovery under model failure detection

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* Cited by examiner, † Cited by third party
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CN115589600A (zh) * 2021-07-05 2023-01-10 中国移动通信有限公司研究院 Ai任务的控制方法、终端及基站
CN116208976A (zh) * 2021-11-30 2023-06-02 华为技术有限公司 任务处理方法及装置
CN116341673A (zh) * 2021-12-23 2023-06-27 大唐移动通信设备有限公司 辅助模型切分的方法、装置及可读存储介质
WO2023115567A1 (en) * 2021-12-24 2023-06-29 Nec Corporation Methods, devices, and computer readable medium for communication
WO2023137660A1 (zh) * 2022-01-20 2023-07-27 Oppo广东移动通信有限公司 无线通信的方法、终端设备和网络设备
WO2023206456A1 (zh) * 2022-04-29 2023-11-02 富士通株式会社 信息指示和处理方法以及装置
WO2023221111A1 (zh) * 2022-05-20 2023-11-23 Oppo广东移动通信有限公司 Ue能力的上报方法、装置、设备和介质
CN118019093A (zh) * 2022-11-10 2024-05-10 华为技术有限公司 一种算法管理方法和装置
WO2024093057A1 (en) * 2023-02-24 2024-05-10 Lenovo (Beijing) Limited Devices, methods, and computer readable storage medium for communication

Family Cites Families (6)

* Cited by examiner, † Cited by third party
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US10713593B2 (en) * 2016-11-04 2020-07-14 Google Llc Implicit bridging of machine learning tasks
CN108243216B (zh) * 2016-12-26 2020-02-14 华为技术有限公司 数据处理的方法、端侧设备、云侧设备与端云协同系统
US10649806B2 (en) * 2017-04-12 2020-05-12 Petuum, Inc. Elastic management of machine learning computing
WO2019193661A1 (ja) * 2018-04-03 2019-10-10 株式会社ウフル 機械学習済みモデル切り替えシステム、エッジデバイス、機械学習済みモデル切り替え方法、及びプログラム
CN110399211B (zh) * 2018-04-24 2021-06-08 中科寒武纪科技股份有限公司 机器学习的分配系统、方法及装置、计算机设备
CN108924187B (zh) * 2018-06-07 2020-05-08 北京百度网讯科技有限公司 基于机器学习的任务处理方法、装置和终端设备

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024040586A1 (en) * 2022-08-26 2024-02-29 Apple Inc. Ai/ml model quality monitoring and fast recovery under model failure detection

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EP4087213A1 (en) 2022-11-09
EP4087213A4 (en) 2023-01-04
WO2021142637A1 (zh) 2021-07-22
US20220334881A1 (en) 2022-10-20

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