Presentation: Managing Data in Microservices

Track: Microservices: Patterns and Practices

Location: Ballroom A

Duration: 2:55pm - 3:45pm

Day of week: Tuesday

Level: Intermediate

Persona: Architect, Backend Developer, Data Engineering, Data Scientist, Developer, General Software, ML Engineer

Abstract

This session is about the hard stuff -- managing data in microservices -- and about sharing proven patterns that have been successful at Google, eBay, and Stitch Fix. It begins with a quick tour of some prerequisites for being successful with microservices -- an organization of small teams with well-defined areas of responsibility; processes for test-driven development and continuous delivery; and a DevOps culture of "You Build It, You Run It."

The majority of the session is spent on managing data. It covers the need to isolate a microservice's data store behind the service interface, as well as the various persistence mechanisms for managing data. It discusses using events as a first-class tool in our architectural toolbox. It covers techniques for service extraction from a monolithic database. Then it composes those building blocks to build up patterns for handling shared data, joins, and transactions in a microservice world.

It concludes with lessons learned, as well as suggestions for how you can implement these ideas successfully in your own organization.

Speaker: Randy Shoup

VP Engineering at StitchFix, Previously @Google & @Ebay

Randy is a 25-year veteran of Silicon Valley, and has worked as a senior technology leader and executive at companies ranging from small startups, to mid-sized places, to eBay and Google. Randy is currently VP Engineering at Stitch Fix in San Francisco. He is particularly passionate about the nexus of culture, technology, and organization.

Find Randy Shoup at

.

Tracks

  • 21st Century Languages

    Compile to Native, Microservices, Machine learning... tailor-made languages solving modern challenges, featuring use cases around Go, Rust, C#, and Elm.

  • Architectures You've Always Wondered About

    Architectural practices from the world's most well-known properties, featuring startups, massive scale, evolving architectures, and software tools used by nearly all of us.

  • Beyond Being an Individual Contributor

    Beyond being an individual contributor. Building and Evolving managers and tech leadership.

  • DevOps: You Build It, You Run It

    Pushing DevOps beyond adoption into cultural change. Hear about designing resilience, managing alerting, CI/CD lessons, & security. Features lessons from open source, Linkedin, Netflix, Financial Times, & more. 

  • Performance Mythbusting

    Real world, applied performance proofs across stacks. Hear performance consideratiosn for .NET, Python, & Java. Learn performance use cases with OpenJ9, Instagram, and Netflix. 

  • The Practice & Frontiers of AI

    Learn about machine learning in practice and on the horizon. Learn about ML at Quora, Uber's Michelangelo, ML workflow with Netflix Meson and topics on Bots, Conversational interfaces, automation, and deployment practices in the space.

  • Going Serverless

    Learn about the state of Serverless & how to successfully leverage it! Lessons learned in the track hit on security, scalability, IoT, and offer warnings to watch out for.

  • Microservices: Patterns and Practices

    Stories of success and failure building modern Microservices, including event sourcing, reactive, decomposition, & more.

  • Evolving Java

    Java continues to evolve & change. Track covers Spring 5, async, Kotlin, serverless, the 6-month cadence plans, & AI/ML use cases.

  • The Art of Chaos Engineering

    Failure is going to happen - Are you ready? Chaos engineering is an emerging discipline - What is the state of the art?

  • Security: Attacking and Defending

    Offense and defensive security evolution that application developers should know about including SGX Enclaves, effects of AI, software exploitation techniques, & crowd defense

  • Stream Processing In The Modern Age

    Compelling applications of stream processing using Flink, Beam, Spark, Strymon & recent advances in the field, including Custom Windowing, Stateful Streaming, SQL over Streams.  

Conference for Professional Software Developers