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Gateways 2020 is scheduled from October 12 to October 23, with the tutorial and workshop track during the first week and the main conference track during the second week. This fifth Gateways annual conference is an opportunity for gateway creators and enthusiasts to learn, share, connect, and shape the future of gateways, while supporting and growing our community. Register for the conference by October 5.

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Thursday, October 22 • 2:31pm - 2:45pm
H1: A Serverless Gateway for the Execution of Open Machine Learning Models on AWS

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Serverless computing has become a paradigm for the implementation and development of a wide range of applications based on events in the cloud. Today, with the rise of machine learning models and artificial intelligence applications, both cloud providers and large companies are focusing their efforts on offering these services to their customers. This article proposes a serverless computing platform to facilitate running tasks for inference using machine learning models on the AWS Cloud provider. The back-end grows elastically based on execution needs and features scale-to-zero features to minimize costs, while the front-end provides a simplified user experience to trigger the inference phase for machine learning models. The results demonstrate that the proposed solution constitutes a step forward on simplifying the Cloud-based execution of machine learning and artificial intelligence models.

Thursday October 22, 2020 2:31pm - 2:45pm EDT
Concurrent Room 2