Operational Benchmarking of ML Models for Fraud Detection: A Comparative Study on AWS EC2 and ECS

Credit card fraud detection increasingly depends not just on model accuracy but on real-time deployment performance and scalability. While many studies benchmark algorithmic improvements in classification precision, this work shifts focus toward the operational deployment layer, a critical yet under...

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Prif Awduron:	Lucas Benevides E Braga, Rodrigo Marins Piaba
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IEEE 2025-01-01
Cyfres:	IEEE Access
Pynciau:	AWS EC2 AWS ECS Fargate real-time machine learning latency and throughput measurement machine learning deployment architectures containerized inference
Mynediad Ar-lein:	https://ieeexplore.ieee.org/document/11199034/
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!