InfoQ Homepage QCon Sao Paulo 2019 Content on InfoQ
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Metrics-Driven Machine Learning Development at Salesforce Einstein
Eric Wayman discusses how Salesforce tracks data and modeling metrics in the pipeline to identify data and modeling issues and to raise alerts for issues affecting models running in production.
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Welcome to the Reactive Revolution:RSocket and Spring Cloud Gateway
Spencer Gibb introduces the RSocket protocol and explains how to use it, and shows how to create a messaging gateway through integration with Spring Cloud Gateway.
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Automating Machine Learning and Deep Learning Workflows
Mourad Mourafiq discusses automating ML workflows with the help of Polyaxon, an open source platform built on Kubernetes, to make machine learning reproducible, scalable, and portable.
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Reactive Spring
Josh Long discusses Spring Framework 5 and its support for reactive programming.
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Multi-Tenancy in Kubernetes
Katharina Probst discusses both the mechanics and the implications of cluster sharing on cost, isolation, and operational efficiency, including use cases, even challenging ones.
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Graal: How to Use the New JVM JIT Compiler in Real Life
Chris Thalinger discusses how to use Graal with JDK 10, how to compile an upstream Graal version, and what to look out for when using it for benchmarking or even in production.
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From Monolith to Observable Microservices Using DDD
María Gómez shows how to move from a monolith to microservices applying Domain-Driven Design principles. She explains how to better maintain microservices in production by making them observable.
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Serverless Java
Ivar Grimstad presents a gentle introduction to serverless and FaaS, what it means for developers, and why it is important to understand this paradigm.