TY - GEN
T1 - Design and Implementation of an Agile Microservices-Based Intelligent Surveillance Platform with Kubernetes
AU - Yang, Chun Hao
AU - Fung, Hei Man
AU - Tsai, Meng Hsun
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Intelligent Surveillance
KW - Internet of Things (loT)
KW - Kubernetes
KW - Microservices
KW - Smart Campus
UR - http://www.scopus.com/inward/record.url?scp=85204043360&partnerID=8YFLogxK
U2 - 10.1109/COMPSAC61105.2024.00186
DO - 10.1109/COMPSAC61105.2024.00186
M3 - Conference contribution
AN - SCOPUS:85204043360
T3 - Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024
SP - 1416
EP - 1421
BT - Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024
A2 - Shahriar, Hossain
A2 - Ohsaki, Hiroyuki
A2 - Sharmin, Moushumi
A2 - Towey, Dave
A2 - Majumder, AKM Jahangir Alam
A2 - Hori, Yoshiaki
A2 - Yang, Ji-Jiang
A2 - Takemoto, Michiharu
A2 - Sakib, Nazmus
A2 - Banno, Ryohei
A2 - Ahamed, Sheikh Iqbal
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 48th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2024
Y2 - 2 July 2024 through 4 July 2024
ER -