CN113032904B - 模型构建方法、任务分配方法、装置、设备及介质 - Google Patents

模型构建方法、任务分配方法、装置、设备及介质 Download PDF

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CN113032904B
CN113032904B CN202110302078.9A CN202110302078A CN113032904B CN 113032904 B CN113032904 B CN 113032904B CN 202110302078 A CN202110302078 A CN 202110302078A CN 113032904 B CN113032904 B CN 113032904B
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model
state
mobile terminal
task
task allocation
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CN113032904A (zh
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任涛
胡哲源
谷宁波
牛建伟
杜东峰
豆渊博
李青锋
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Hangzhou Innovation Research Institute of Beihang University
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Hangzhou Innovation Research Institute of Beihang University
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Priority to PCT/CN2021/128250 priority patent/WO2022199032A1/fr
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/10—Geometric CAD
    • G06F30/15—Vehicle, aircraft or watercraft design
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • 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
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G06F9/44594—Unloading
    • 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
    • G06F9/48—Program initiating; Program switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
    • 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
    • G06F9/5038—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 considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/12—Timing analysis or timing optimisation
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Geometry (AREA)
  • Evolutionary Computation (AREA)
  • Computer Hardware Design (AREA)
  • Automation & Control Theory (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mobile Radio Communication Systems (AREA)
CN202110302078.9A 2021-03-22 2021-03-22 模型构建方法、任务分配方法、装置、设备及介质 Active CN113032904B (zh)

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CN202110302078.9A CN113032904B (zh) 2021-03-22 2021-03-22 模型构建方法、任务分配方法、装置、设备及介质
PCT/CN2021/128250 WO2022199032A1 (fr) 2021-03-22 2021-11-02 Procédé de construction de modèle, procédé d'attribution de tâche, appareil, dispositif et support

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CN202110302078.9A CN113032904B (zh) 2021-03-22 2021-03-22 模型构建方法、任务分配方法、装置、设备及介质

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WO (1) WO2022199032A1 (fr)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113032904B (zh) * 2021-03-22 2021-11-23 北京航空航天大学杭州创新研究院 模型构建方法、任务分配方法、装置、设备及介质
CN114594793B (zh) * 2022-03-07 2023-04-25 四川大学 一种基站无人机的路径规划方法
CN115915275B (zh) * 2022-10-25 2023-08-08 大连海事大学 一种面向近海的无人机辅助中继数据卸载方法
CN116384695B (zh) * 2023-04-11 2024-01-26 中国人民解放军陆军工程大学 基于独立否决和联合否决的无人机运用监测方法及系统
CN116112981B (zh) * 2023-04-13 2023-07-25 东南大学 一种基于边缘计算的无人机任务卸载方法
CN116757450B (zh) * 2023-08-17 2024-01-30 浪潮通用软件有限公司 一种共享中心的任务分配的方法、装置、设备及介质
CN117311991B (zh) * 2023-11-28 2024-02-23 苏州元脑智能科技有限公司 模型训练方法、任务分配方法、装置、设备、介质及系统
CN118175588A (zh) * 2024-05-11 2024-06-11 北京航空航天大学杭州创新研究院 面向服务时长可变场景的任务卸载方法及相关装置

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CN110428115A (zh) * 2019-08-13 2019-11-08 南京理工大学 基于深度强化学习的动态环境下的最大化系统效益方法
CN111708355A (zh) * 2020-06-19 2020-09-25 中国人民解放军国防科技大学 基于强化学习的多无人机动作决策方法和装置
CN112069903A (zh) * 2020-08-07 2020-12-11 之江实验室 基于深度强化学习实现人脸识别端边卸载计算方法及装置
CN112491964A (zh) * 2020-11-03 2021-03-12 中国人民解放军国防科技大学 移动辅助边缘计算方法、装置、介质和设备

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CN109976909B (zh) * 2019-03-18 2022-11-08 中南大学 边缘计算网络中基于学习的低延时任务调度方法
US11626989B2 (en) * 2019-03-21 2023-04-11 Verizon Patent And Licensing Inc. System and method for allocating multi-access edge computing services
CN110794965B (zh) * 2019-10-23 2021-06-04 湖南师范大学 一种基于深度强化学习的虚拟现实语言任务卸载方法
CN111160525B (zh) * 2019-12-17 2023-06-20 天津大学 一种边缘计算环境下基于无人机群的任务卸载智能决策方法
CN111132009B (zh) * 2019-12-23 2020-12-15 北京邮电大学 物联网的移动边缘计算方法、装置及系统
CN112118287B (zh) * 2020-08-07 2023-01-31 北京工业大学 基于交替方向乘子算法与移动边缘计算的网络资源优化调度决策方法
US20210014132A1 (en) * 2020-09-22 2021-01-14 Ned M. Smith Orchestrator execution planning using a distributed ledger
CN112351503B (zh) * 2020-11-05 2022-09-06 大连理工大学 基于任务预测的多无人机辅助边缘计算资源分配方法
CN113032904B (zh) * 2021-03-22 2021-11-23 北京航空航天大学杭州创新研究院 模型构建方法、任务分配方法、装置、设备及介质

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CN110428115A (zh) * 2019-08-13 2019-11-08 南京理工大学 基于深度强化学习的动态环境下的最大化系统效益方法
CN111708355A (zh) * 2020-06-19 2020-09-25 中国人民解放军国防科技大学 基于强化学习的多无人机动作决策方法和装置
CN112069903A (zh) * 2020-08-07 2020-12-11 之江实验室 基于深度强化学习实现人脸识别端边卸载计算方法及装置
CN112491964A (zh) * 2020-11-03 2021-03-12 中国人民解放军国防科技大学 移动辅助边缘计算方法、装置、介质和设备

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