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Talkat Scale By The Bay 2018 · 2018-11-15..11-17· [microservices, scala]
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Describes a configuration-driven framework that launches real-time microservices to execute credit models, with a concrete claim: a microservice built, wired to business logic and deployed in six or seven hours. Uses Scala, emphasizes stateless systems, Akka-style streaming and model execution tooling, and focuses on latency and performance tradeoffs. The framework abstracts deployment complexity, supports tight engineer–data-scientist workflows, and demonstrates practical end-to-end model execution in production-like settings.

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