Design and Implementation of an Agile Microservices-Based Intelligent Surveillance Platform with Kubernetes

被引：0
|
作者：
Yang, Chun-Hao [1 ]
Fung, Hei Man [2 ]
Tsai, Meng-Hsun [1 ]
机构：
[1] Natl Yang Ming Chiao Tung Univ, Dept Comp Sci, Hsinchu, Taiwan
[2] Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan, Taiwan
来源：
2024 IEEE 48TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC 2024 | 2024年
关键词：
Intelligent Surveillance; Internet of Things (IoT); Kubernetes; Microservices; Smart Campus;
D O I：
10.1109/COMPSAC61105.2024.00186
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a "Microservices-based Agile Campus Surveillance Platform (MACSP)", which aims to augment the existing Intelligent Surveillance system, CK-Fence, in order to solve the problems of high hardware resource usage and long alert latency. The MACSP has made significant progress and succeeded in reducing the memory usage and the system latency by 61.33% and 81.33%, respectively. The microservices architecture allows for step-by-step implementation and integration of various requirements into MACSP, making it scalable, extensible and reliable. It can be applied not only to campuses but can also be extended to other hazardous environments, such as urban and public area scenarios, making it a comprehensive solution that meets the ever-changing requirements in the field of Intelligent Surveillance.
引用
收藏
页码：1416 / 1421
页数：6
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