InfoQ Homepage Architecture Content on InfoQ
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Building Resilient Serverless Systems
John Chapin explains how to use serverless technologies and an infrastructure-as-code approach to architect, build, and operate large-scale systems that are resilient to vendor failures.
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CockroachDB: Architecture of a Geo-distributed SQL Database
Peter Mattis talks about how Cockroach Labs addressed the complexity of distributed databases with CockroachDB and gives a tour of CockroachDB’s internals.
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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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Conquering Microservices Complexity @Uber with Distributed Tracing
Yuri Shkuro talks about how Uber is using distributed tracing to make sense of a large number of microservices and the interaction among them.
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Practical DDD: Bounded Contexts + Events => Microservices
Indu Alagarsamy talks about the intersection of Domain Driven Design as a software discipline with Messaging as a technology counterpart.
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(Dys)functional DDD
Jarek Ratajski revisits some of the core concepts of DDD from a functional perspective and builds a simple system using a more functional approach.
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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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Strategic Domain-Driven Design
Nick Tune discusses some of the bounded context design heuristics, recurring patterns in the wild, and explains how to facilitate modeling sessions in an organization.
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MLflow: An Open Platform to Simplify the Machine Learning Lifecycle
Corey Zumar offers an overview of MLflow – a new open source platform to simplify the machine learning lifecycle from Databricks.
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Machine-to-Machine Interfaces
Ari Lerner explores the world of machine-to-machine interfaces and presents a real-world use-case for all the buzzwords, including the blockchain, micropayments, api-driven single-purpose services.
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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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The Events Must Flow: Lessons Learnt Evolving the Spotify’s Event Delivery System
Nelson Arape discusses the evolution of the Spotify’s Event Delivery System and the lessons learned along the way.
