A Design of Edge Distributed Video Analysis System Based on Serverless Computing Service

The paper introduces the design of an edge distributed video analysis system based on serverless computing services. Firstly, we briefly describe the challenges faced by the traditional multimedia video intelligent analysis system based on centralize-cloud, and analyze the idea of deploying it as a...

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Vydáno v:IEEE International Symposium on Broadband Multimedia Systems and Broadcasting s. 1 - 6
Hlavní autoři: Wang, Yutong, Yang, Mingchuan, Ding, Peng, Shen, Yun, Shi, Xiaohou, Dai, Meiling
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 14.06.2023
Témata:
Broadband communication
Broadcasting
Component
Multimedia communication
multimedia services
Processor scheduling
Serverless computing
serverless computing service
Streaming media
Systems architecture
task scheduling
ISSN:2155-5052
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Shrnutí:The paper introduces the design of an edge distributed video analysis system based on serverless computing services. Firstly, we briefly describe the challenges faced by the traditional multimedia video intelligent analysis system based on centralize-cloud, and analyze the idea of deploying it as a edge distributed system. Secondly, we proposed a serverless edge distributed video intelligent analysis system, introduced the system architecture and key components. Meanwhile the resource matching scheme between the stateless video analysis function and the actual edge computing device is presented. Finally, by comparing with the small-scale experimental cluster and centralized video analysis system, we verified the efficiency and effectiveness of the system design scheme by this paper.
ISSN:2155-5052
DOI:10.1109/BMSB58369.2023.10211177