Delay-sensitive task-oriented edge computing resource dynamic allocation method
The invention discloses a time delay sensitive task-oriented edge computing resource dynamic allocation method, which is based on an edge computing model, a plurality of edge devices are arranged on edge nodes, a Lyapunov framework is adopted to design a task request queue, the total task processing...
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creator | ZHU GUILONG CHEN ZECHAO WANG HAOTIAN XU BANGNING NING LUOHAN WANG SIYANG ZHU MINGKAI PENG MINXIN XUN WEI DING ZHONGZHENG LI KUNDI |
description | The invention discloses a time delay sensitive task-oriented edge computing resource dynamic allocation method, which is based on an edge computing model, a plurality of edge devices are arranged on edge nodes, a Lyapunov framework is adopted to design a task request queue, the total task processing time delay is minimized, and a resource reallocation algorithm is provided. The resource scheduling is dynamically realized according to the workload, and the method comprises the following specific steps: a user firstly judges whether local task processing is carried out or not; if the local resource meets the task requirement, performing local processing, otherwise, sending a task request to the edge node by the user; and the edge node dynamically processes the task according to the resource state of the node equipment. According to the method, resource allocation is well realized under the condition that the lowest time delay requirement is met.
本发明公开了一种面向时延敏感任务的边缘计算资源动态分配方法,该方法基于边缘计算模型,在边缘节点上配备多个边缘设备,采用Lyapuno |
format | Patent |
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本发明公开了一种面向时延敏感任务的边缘计算资源动态分配方法,该方法基于边缘计算模型,在边缘节点上配备多个边缘设备,采用Lyapuno</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; ELECTRIC COMMUNICATION TECHNIQUE ; ELECTRIC DIGITAL DATA PROCESSING ; ELECTRICITY ; PHYSICS ; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240419&DB=EPODOC&CC=CN&NR=117914804A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240419&DB=EPODOC&CC=CN&NR=117914804A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ZHU GUILONG</creatorcontrib><creatorcontrib>CHEN ZECHAO</creatorcontrib><creatorcontrib>WANG HAOTIAN</creatorcontrib><creatorcontrib>XU BANGNING</creatorcontrib><creatorcontrib>NING LUOHAN</creatorcontrib><creatorcontrib>WANG SIYANG</creatorcontrib><creatorcontrib>ZHU MINGKAI</creatorcontrib><creatorcontrib>PENG MINXIN</creatorcontrib><creatorcontrib>XUN WEI</creatorcontrib><creatorcontrib>DING ZHONGZHENG</creatorcontrib><creatorcontrib>LI KUNDI</creatorcontrib><title>Delay-sensitive task-oriented edge computing resource dynamic allocation method</title><description>The invention discloses a time delay sensitive task-oriented edge computing resource dynamic allocation method, which is based on an edge computing model, a plurality of edge devices are arranged on edge nodes, a Lyapunov framework is adopted to design a task request queue, the total task processing time delay is minimized, and a resource reallocation algorithm is provided. The resource scheduling is dynamically realized according to the workload, and the method comprises the following specific steps: a user firstly judges whether local task processing is carried out or not; if the local resource meets the task requirement, performing local processing, otherwise, sending a task request to the edge node by the user; and the edge node dynamically processes the task according to the resource state of the node equipment. According to the method, resource allocation is well realized under the condition that the lowest time delay requirement is met.
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本发明公开了一种面向时延敏感任务的边缘计算资源动态分配方法,该方法基于边缘计算模型,在边缘节点上配备多个边缘设备,采用Lyapuno</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY PHYSICS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION |
title | Delay-sensitive task-oriented edge computing resource dynamic allocation method |
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