The Pipeline for the Continuous Development of Artificial Intelligence Models -- Current State of Research and Practice

21 January 2023

Papers citing "The Pipeline for the Continuous Development of Artificial Intelligence Models -- Current State of Research and Practice"

14 / 14 papers shown

Title
Concept for a Technical Infrastructure for Management of Predictive Models in Industrial Applications F. Bachinger G. Kronberger 52 5 0 29 Jul 2021
Software Engineering for AI-Based Systems: A Survey Silverio Martínez-Fernández Justus Bogner Xavier Franch Marc Oriol Julien Siebert Adam Trendowicz Anna Maria Vollmer Stefan Wagner 54 219 0 05 May 2021
Integration of Convolutional Neural Networks in Mobile Applications Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 44 12 0 11 Mar 2021
A Data Quality-Driven View of MLOps Cédric Renggli Luka Rimanic Nezihe Merve Gürel Bojan Karlavs Wentao Wu Ce Zhang AI4TS 34 65 0 15 Feb 2021
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review Giuliano Lorenzoni Paulo S. C. Alencar Nathalia Nascimento Donald D. Cowan 34 18 0 15 Feb 2021
Reliable Fleet Analytics for Edge IoT Solutions E. Raj M. Westerlund L. E. Leal 47 10 0 12 Jan 2021
Challenges in Deploying Machine Learning: a Survey of Case Studies Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence 50 398 0 18 Nov 2020
Software engineering for artificial intelligence and machine learning software: A systematic literature review E. Nascimento Anh Nguyen-Duc Ingrid Sundbø T. Conte 43 40 0 07 Nov 2020
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs Markus Borg 34 15 0 11 Sep 2020
Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment Abhishek Gupta Erick Galinkin 20 3 0 09 Jul 2020
PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms T. Rausch W. Hummer Vinod Muthusamy AI4CE 37 5 0 22 Jun 2020
Technology Readiness Levels for AI & ML Alexander Lavin Ajay Sharma VLM 48 109 0 21 Jun 2020
Developing and Operating Artificial Intelligence Models in Trustworthy Autonomous Systems Silverio Martínez-Fernández Xavier Franch Andreas Jedlitschka Marc Oriol Adam Trendowicz 31 25 0 11 Mar 2020
DLHub: Model and Data Serving for Science Ryan Chard Zhuozhao Li Kyle Chard Logan T. Ward Y. Babuji A. Woodard S. Tuecke Ben Blaiszik Michael Franklin Ian Foster 58 74 0 27 Nov 2018