CN114039980B - 面向边缘协同计算的低时延容器迁移路径选择方法及系统 - Google Patents
面向边缘协同计算的低时延容器迁移路径选择方法及系统 Download PDFInfo
- Publication number
- CN114039980B CN114039980B CN202111313391.9A CN202111313391A CN114039980B CN 114039980 B CN114039980 B CN 114039980B CN 202111313391 A CN202111313391 A CN 202111313391A CN 114039980 B CN114039980 B CN 114039980B
- Authority
- CN
- China
- Prior art keywords
- power
- edge
- node
- dynamic down
- migration
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 230000005012 migration Effects 0.000 title claims abstract description 126
- 238000013508 migration Methods 0.000 title claims abstract description 126
- 238000010187 selection method Methods 0.000 title claims abstract description 11
- 230000017525 heat dissipation Effects 0.000 claims abstract description 74
- 238000000034 method Methods 0.000 claims abstract description 31
- 230000009467 reduction Effects 0.000 claims abstract description 9
- 238000006243 chemical reaction Methods 0.000 claims description 158
- 238000004422 calculation algorithm Methods 0.000 claims description 24
- 230000006978 adaptation Effects 0.000 claims description 6
- 238000004590 computer program Methods 0.000 claims description 4
- 238000013473 artificial intelligence Methods 0.000 abstract description 4
- 230000000875 corresponding effect Effects 0.000 description 118
- 238000004364 calculation method Methods 0.000 description 13
- 230000008569 process Effects 0.000 description 11
- 230000006870 function Effects 0.000 description 7
- 238000004458 analytical method Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000005856 abnormality Effects 0.000 description 1
- 239000000654 additive Substances 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000013021 overheating Methods 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
Images
Classifications
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/232—Non-hierarchical techniques
- G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
-
- 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
- H04L67/1023—Server selection for load balancing based on a hash applied to IP addresses or costs
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Landscapes
- Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Bioinformatics & Computational Biology (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Probability & Statistics with Applications (AREA)
- Computer Hardware Design (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
Description
Claims (6)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202111313391.9A CN114039980B (zh) | 2021-11-08 | 2021-11-08 | 面向边缘协同计算的低时延容器迁移路径选择方法及系统 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202111313391.9A CN114039980B (zh) | 2021-11-08 | 2021-11-08 | 面向边缘协同计算的低时延容器迁移路径选择方法及系统 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN114039980A CN114039980A (zh) | 2022-02-11 |
CN114039980B true CN114039980B (zh) | 2023-06-16 |
Family
ID=80143334
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202111313391.9A Active CN114039980B (zh) | 2021-11-08 | 2021-11-08 | 面向边缘协同计算的低时延容器迁移路径选择方法及系统 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN114039980B (zh) |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101101504A (zh) * | 2007-08-16 | 2008-01-09 | 中国科学院计算技术研究所 | 一种处理器及其降频装置和方法 |
CN110851429A (zh) * | 2019-11-21 | 2020-02-28 | 嘉兴学院 | 一种基于影响力自适应聚合的边缘计算可信协同服务方法 |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10430251B2 (en) * | 2016-05-16 | 2019-10-01 | Dell Products L.P. | Systems and methods for load balancing based on thermal parameters |
CN106844051A (zh) * | 2017-01-19 | 2017-06-13 | 河海大学 | 一种边缘计算环境中功耗优化的负载任务迁移算法 |
CN108509276B (zh) * | 2018-03-30 | 2021-11-30 | 南京工业大学 | 一种边缘计算环境中的视频任务动态迁移方法 |
CN109918195B (zh) * | 2019-01-18 | 2023-06-20 | 华南理工大学 | 基于热感知动态任务迁移的众核系统处理器资源调度方法 |
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 |
CN111694636B (zh) * | 2020-05-11 | 2022-08-23 | 国网江苏省电力有限公司南京供电分公司 | 一种面向边缘网络负载均衡的电力物联网容器迁移方法 |
-
2021
- 2021-11-08 CN CN202111313391.9A patent/CN114039980B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101101504A (zh) * | 2007-08-16 | 2008-01-09 | 中国科学院计算技术研究所 | 一种处理器及其降频装置和方法 |
CN110851429A (zh) * | 2019-11-21 | 2020-02-28 | 嘉兴学院 | 一种基于影响力自适应聚合的边缘计算可信协同服务方法 |
Also Published As
Publication number | Publication date |
---|---|
CN114039980A (zh) | 2022-02-11 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Rjoub et al. | Deep and reinforcement learning for automated task scheduling in large‐scale cloud computing systems | |
CN111427679B (zh) | 面向边缘计算的计算任务调度方法、系统、装置 | |
CN113938488B (zh) | 一种基于动静态加权轮询的负载均衡方法 | |
CN111401744B (zh) | 一种移动边缘计算中不确定性环境下的动态任务卸载方法 | |
CN106933649B (zh) | 基于移动平均和神经网络的虚拟机负载预测方法及系统 | |
CN112398700B (zh) | 一种服务降级方法及装置、存储介质、计算机设备 | |
CN115952832A (zh) | 自适应模型量化方法及装置、存储介质及电子装置 | |
CN116126130A (zh) | 一种可信边缘服务器的选择与能耗优化的任务卸载方法 | |
CN114039980B (zh) | 面向边缘协同计算的低时延容器迁移路径选择方法及系统 | |
CN116668450A (zh) | 一种基于区块链的边缘计算多维信任评估方法和系统 | |
CN114449584A (zh) | 基于深度强化学习的分布式计算卸载方法及装置 | |
JP7111779B2 (ja) | コンピュータリソースのための予測的資産最適化 | |
JP2021005387A5 (zh) | ||
CN113626282B (zh) | 云计算物理节点负载监控方法、装置、终端及存储介质 | |
Samouylov et al. | Convolution algorithm for normalization constant evaluation in queuing system with random requirements | |
Casale et al. | Fluid analysis of queueing in two-stage random environments | |
CN109739513B (zh) | 一种多边缘云下服务请求动态调度方法及装置 | |
CN113132482A (zh) | 一种基于强化学习的分布式消息系统参数自适应优化方法 | |
CN114640675B (zh) | 一种卸载策略确定方法、装置、电子设备及存储介质 | |
CN112540844A (zh) | 集群内容器调度方法、装置、存储介质和电子设备 | |
CN115866054B (zh) | 基于带宽服务器的非周期任务调度方法、装置及介质 | |
CN116094952B (zh) | 网络结构相似度的确定方法、装置、设备以及存储介质 | |
CN117032832B (zh) | 一种基于移动边缘计算的最小化任务调用成本卸载方法 | |
CN115794785B (zh) | 基于大数据的电商数据筛查方法、系统及云平台 | |
CN113726862B (zh) | 多边缘服务器网络下的计算卸载方法及装置 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20230517 Address after: No. 173, 17th Floor, No. 105 Zijingshan South Road, Guancheng District, Zhengzhou City, Henan Province, 450002 Applicant after: Eurasia hi tech digital technology Co.,Ltd. Address before: No.136, science Avenue, high tech Zone, Zhengzhou City, Henan Province, 450000 Applicant before: Zhengzhou University of light industry |
|
GR01 | Patent grant | ||
GR01 | Patent grant | ||
PE01 | Entry into force of the registration of the contract for pledge of patent right | ||
PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: A Low latency Container Migration Path Selection Method and System for Edge Collaborative Computing Effective date of registration: 20231128 Granted publication date: 20230616 Pledgee: China Construction Bank Corporation Zhengzhou Railway Sub Branch Pledgor: Eurasia hi tech digital technology Co.,Ltd. Registration number: Y2023410000002 |