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Research for practice: prediction-serving systems

Published: 23 July 2018 Publication History

Abstract

What happens when we wish to actually deploy a machine learning model to production?

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  • (2024)A Data-Driven Model Selection Approach to Spatio-Temporal PredictionTransactions on Large-Scale Data- and Knowledge-Centered Systems LVI10.1007/978-3-662-69603-3_4(98-118)Online publication date: 21-Jul-2024
  • (2022)A knowledge-driven approach for designing data analytics platformsRequirements Engineering10.1007/s00766-022-00385-528:2(195-212)Online publication date: 19-Aug-2022
  • (2021)Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice LiteratureSoftware Business10.1007/978-3-030-67292-8_2(14-29)Online publication date: 22-Jan-2021
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  1. Research for practice: prediction-serving systems

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    cover image Communications of the ACM
    Communications of the ACM  Volume 61, Issue 8
    August 2018
    83 pages
    ISSN:0001-0782
    EISSN:1557-7317
    DOI:10.1145/3241891
    Issue’s Table of Contents
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 23 July 2018
    Published in CACM Volume 61, Issue 8

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    Cited By

    View all
    • (2024)A Data-Driven Model Selection Approach to Spatio-Temporal PredictionTransactions on Large-Scale Data- and Knowledge-Centered Systems LVI10.1007/978-3-662-69603-3_4(98-118)Online publication date: 21-Jul-2024
    • (2022)A knowledge-driven approach for designing data analytics platformsRequirements Engineering10.1007/s00766-022-00385-528:2(195-212)Online publication date: 19-Aug-2022
    • (2021)Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice LiteratureSoftware Business10.1007/978-3-030-67292-8_2(14-29)Online publication date: 22-Jan-2021
    • (2020)Semantic modeling for engineering data analytics solutionsSemantic Web10.3233/SW-19035211:3(525-547)Online publication date: 1-Jan-2020
    • (2020)Knowledge-Driven Framework for Designing Visual Analytics Applications2020 24th International Conference Information Visualisation (IV)10.1109/IV51561.2020.00089(515-520)Online publication date: Sep-2020
    • (2020)Design of an innovative IT platform for analytics knowledge managementFuture Generation Computer Systems10.1016/j.future.2020.10.022Online publication date: Nov-2020
    • (2019)RVO - The Research Variable OntologyThe Semantic Web10.1007/978-3-030-21348-0_27(412-426)Online publication date: 2-Jun-2019

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