• Title/Summary/Keyword: Edge ML as-a-Service

Search Result 1, Processing Time 0.018 seconds

Trend of Edge Machine Learning as-a-Service (서비스형 엣지 머신러닝 기술 동향)

  • Na, J.C.;Jeon, S.H.
    • Electronics and Telecommunications Trends
    • /
    • v.37 no.5
    • /
    • pp.44-53
    • /
    • 2022
  • The Internet of Things (IoT) is growing exponentially, with the number of IoT devices multiplying annually. Accordingly, the paradigm is changing from cloud computing to edge computing and even tiny edge computing because of the low latency and cost reduction. Machine learning is also shifting its role from the cloud to edge or tiny edge according to the paradigm shift. However, the fragmented and resource-constrained features of IoT devices have limited the development of artificial intelligence applications. Edge MLaaS (Machine Learning as-a-Service) has been studied to easily and quickly adopt machine learning to products and overcome the device limitations. This paper briefly summarizes what Edge MLaaS is and what element of research it requires.