CN112764920B - 一种边缘应用部署方法、装置、设备和存储介质 - Google Patents
一种边缘应用部署方法、装置、设备和存储介质 Download PDFInfo
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- CN112764920B CN112764920B CN202110023778.4A CN202110023778A CN112764920B CN 112764920 B CN112764920 B CN 112764920B CN 202110023778 A CN202110023778 A CN 202110023778A CN 112764920 B CN112764920 B CN 112764920B
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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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
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Families Citing this family (5)
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CN114584505B (zh) * | 2022-01-25 | 2024-04-09 | 威胜信息技术股份有限公司 | 一种基于发布订阅的边边通讯消息路由方法 |
CN114500539B (zh) * | 2022-04-14 | 2022-08-16 | 浙江大云物联科技有限公司 | 智慧路灯系统中边缘应用部署方法、装置及可读存储介质 |
CN114661247B (zh) * | 2022-05-23 | 2022-09-20 | 武汉四通信息服务有限公司 | 自动扩容方法、装置、电子设备及存储介质 |
CN116389786B (zh) * | 2023-03-29 | 2024-04-05 | 南京浮点智算数字科技有限公司 | 基于节点扩容的视频云存储方法、装置和电子设备 |
CN116932228B (zh) * | 2023-09-14 | 2023-12-12 | 湖南希赛网络科技有限公司 | 一种基于志愿者计算的边缘ai任务调度和资源管理系统 |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105959368A (zh) * | 2016-04-29 | 2016-09-21 | 成都信息工程大学 | 一种社交云热点资源预测与部署的方法 |
CN110247793A (zh) * | 2019-05-29 | 2019-09-17 | 暨南大学 | 一种移动边缘云中的应用程序部署方法 |
CN110308995A (zh) * | 2019-07-08 | 2019-10-08 | 童晓雯 | 一种边缘云计算服务系统边缘云节点部署装置 |
CN110365787A (zh) * | 2019-07-19 | 2019-10-22 | 南京工业大学 | 一种应用容器并基于微服务框架的边缘计算最优化布局方法 |
CN110727511A (zh) * | 2019-09-25 | 2020-01-24 | 咪咕视讯科技有限公司 | 应用程序的控制方法、网络侧设备和计算机可读存储介质 |
CN110769039A (zh) * | 2019-10-09 | 2020-02-07 | 腾讯科技(深圳)有限公司 | 资源调度方法及装置、电子设备和计算机可读存储介质 |
CN112087312A (zh) * | 2019-06-15 | 2020-12-15 | 华为技术有限公司 | 一种提供边缘服务的方法、装置和设备 |
CN112130931A (zh) * | 2020-09-27 | 2020-12-25 | 联想(北京)有限公司 | 一种应用部署方法、节点、系统及存储介质 |
Family Cites Families (2)
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US11823067B2 (en) * | 2017-06-27 | 2023-11-21 | Hcl Technologies Limited | System and method for tuning and deploying an analytical model over a target eco-system |
US11159609B2 (en) * | 2020-03-27 | 2021-10-26 | Intel Corporation | Method, system and product to implement deterministic on-boarding and scheduling of virtualized workloads for edge computing |
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Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105959368A (zh) * | 2016-04-29 | 2016-09-21 | 成都信息工程大学 | 一种社交云热点资源预测与部署的方法 |
CN110247793A (zh) * | 2019-05-29 | 2019-09-17 | 暨南大学 | 一种移动边缘云中的应用程序部署方法 |
CN112087312A (zh) * | 2019-06-15 | 2020-12-15 | 华为技术有限公司 | 一种提供边缘服务的方法、装置和设备 |
CN110308995A (zh) * | 2019-07-08 | 2019-10-08 | 童晓雯 | 一种边缘云计算服务系统边缘云节点部署装置 |
CN110365787A (zh) * | 2019-07-19 | 2019-10-22 | 南京工业大学 | 一种应用容器并基于微服务框架的边缘计算最优化布局方法 |
CN110727511A (zh) * | 2019-09-25 | 2020-01-24 | 咪咕视讯科技有限公司 | 应用程序的控制方法、网络侧设备和计算机可读存储介质 |
CN110769039A (zh) * | 2019-10-09 | 2020-02-07 | 腾讯科技(深圳)有限公司 | 资源调度方法及装置、电子设备和计算机可读存储介质 |
CN112130931A (zh) * | 2020-09-27 | 2020-12-25 | 联想(北京)有限公司 | 一种应用部署方法、节点、系统及存储介质 |
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