Software Architecture Challenges for ML Systems

Author:

Lewis Grace A.,Ozkaya Ipek,Xu Xiwei

Publisher

IEEE

Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Data-Flow Oriented Software Architecture for Heterogeneous Marine Data Streams;2024 IEEE 21st International Conference on Software Architecture (ICSA);2024-06-04

2. Using Metrics for Code Smells of ML Pipelines;2024 IEEE 21st International Conference on Software Architecture Companion (ICSA-C);2024-06-04

3. METAL: Metamorphic Testing Framework for Analyzing Large-Language Model Qualities;2024 IEEE Conference on Software Testing, Verification and Validation (ICST);2024-05-27

4. An Exploratory Study of V-Model in Building ML-Enabled Software: A Systems Engineering Perspective;Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI;2024-04-14

5. A Synthesis of Green Architectural Tactics for ML-Enabled Systems;Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society;2024-04-14

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