CN114145006A - 人工智能资源的调度方法、装置、存储介质和芯片 - Google Patents

人工智能资源的调度方法、装置、存储介质和芯片 Download PDF

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CN114145006A
CN114145006A CN202080009026.6A CN202080009026A CN114145006A CN 114145006 A CN114145006 A CN 114145006A CN 202080009026 A CN202080009026 A CN 202080009026A CN 114145006 A CN114145006 A CN 114145006A
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周君
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/48Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806Task transfer initiation or dispatching
    • G06F9/4843Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/485Task life-cycle, e.g. stopping, restarting, resuming execution
    • G06F9/4856Task life-cycle, e.g. stopping, restarting, resuming execution resumption being on a different machine, e.g. task migration, virtual machine migration
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/14Session management
    • H04L67/148Migration or transfer of sessions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/60Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources

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Abstract

本申请提供一种人工智能资源的调度方法、装置、存储介质和芯片,该调度方法包括:获取多个人工智能设备中每个AI设备的调度信息,该调度信息包括如下至少一项:每个AI设备执行的一个或多个AI任务的任务信息或每个AI设备的资源信息;根据每个AI设备的调度信息,从多个AI设备中确定出第一设备和第二设备;将第一设备的一个或多个AI任务中的至少一个AI任务转移给第二设备。该方案能够通过对于AI资源的调度,实现多个AI设备之间的协同工作,提高人工智能资源的利用率。

Description

PCT国内申请,说明书已公开。

Claims (17)

  1. PCT国内申请,权利要求书已公开。
CN202080009026.6A 2020-06-12 2020-06-12 人工智能资源的调度方法、装置、存储介质和芯片 Pending CN114145006A (zh)

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CN116528143A (zh) * 2022-01-24 2023-08-01 华为技术有限公司 信息处理方法及通信装置
CN117461302A (zh) * 2022-04-25 2024-01-26 北京小米移动软件有限公司 数据处理方法及系统,ai管理装置及存储介质
CN116996453A (zh) * 2022-04-26 2023-11-03 华为技术有限公司 通信方法和通信装置
CN117642720A (zh) * 2022-06-30 2024-03-01 北京小米移动软件有限公司 人工智能应用管理方法、装置及通信设备

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CN109313586A (zh) * 2016-06-10 2019-02-05 苹果公司 使用基于云端的度量迭代训练人工智能的系统
CN107888669A (zh) * 2017-10-31 2018-04-06 武汉理工大学 一种基于深度学习神经网络的大规模资源调度系统及方法
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CN108924910A (zh) * 2018-07-25 2018-11-30 Oppo广东移动通信有限公司 Ai模型的更新方法及相关产品
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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CN117194991B (zh) * 2023-11-03 2024-02-13 四川并济科技有限公司 基于gpu集群的高维数据推荐系统及方法

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Application publication date: 20220304