2021 IEEE ACM 1st Workshop on AI Engineering Software Engineering for AI (WAIN)
IEEE Staff
by IEEE Staff
Moving an AI model from a research prototype to a production system is one of the hardest challenges in technology today. The 2021 IEEE ACM Workshop on AI Engineering (WAIN) addresses this gap directly by focusing on the software engineering dimensions that determine reliability: data versioning, continuous monitoring, experiment reproducibility, and robust deployment infrastructure. Instead of obsessing over model architecture, these papers tackle the operational realities of building dependable systems.\n\nThis collection brings together the latest research on the engineering practices required to deploy AI at scale. For engineers, developers, and architects building production AI, these proceedings offer practical insights into the infrastructure and processes that separate experimental models from reliable software. Get the full WAIN 2021 collection in PDF format.
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Absolutely loved 2021 IEEE ACM 1st Workshop on AI Engineering Software Engineering for AI (WAIN). Finished it in two sittings — IEEE Staff writes so clearly. Took notes while reading.
Good value. Not mind-blowing, but I'd buy it again. Finished over the weekend.
Bought this on a whim and ended up highlighting half the book. Highly recommend.