Software Architecture for ML-based Systems: What Exists and What Lies Ahead

14 March 2021

Papers citing "Software Architecture for ML-based Systems: What Exists and What Lies Ahead"

5 / 5 papers shown

Title
Beware the evolving íntelligent' web service! An integration architecture tactic to guard AI-first components Alex Cummaudo Scott Barnett Rajesh Vasa J. Grundy Mohamed Abdelrazek 70 12 0 27 May 2020
Engineering AI Systems: A Research Agenda J. Bosch I. Crnkovic Helena Holmström Olsson AI4TS 84 100 0 16 Jan 2020
Robustness Guarantees for Deep Neural Networks on Videos Min Wu Marta Z. Kwiatkowska AAML 48 23 0 28 Jun 2019
Losing Confidence in Quality: Unspoken Evolution of Computer Vision Services Alex Cummaudo Rajesh Vasa J. Grundy Mohamed Abdelrazek A. Cain 58 19 0 18 Jun 2019
Machine Learning Meets Quantitative Planning: Enabling Self-Adaptation in Autonomous Robots Pooyan Jamshidi Javier Cámara B. Schmerl Christian Kastner David Garlan 51 75 0 10 Mar 2019