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  • Feature management for machine learning operation pipelines in AI native networks
    Cerar, Gregor, telekomunikacije, 1990- ...
    —Artificial intelligence (AI) has emerged as a key technology in various domains, including telecommunications. The use of AI in cellular networks has the potential to revolutionize the way we ... communicate by enabling new capabilities, improving network efficiency, and providing better user experiences. However, domain specific data transformations, pre-processing and management in modern data driven pipelines is yet to be addressed. In this paper we perform a discuss Machine Learning Operations automation for with focus on feature management and feature store selection. The design of features and their subsequent management by specialized feature stores are one of the key components of successful infrastructure automation. We also study existing feature stores qualitatively and quantitatively
    Source: BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) took place 5-8 June 2023 in İstanbul, Turkey [Elektronski vir] (2023, str. [1-5])
    Type of material - conference contribution ; adult, serious
    Publish date - 2023
    Language - english
    COBISS.SI-ID - 158338563

    Link(s):

    https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10167936
    DOI

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