Walking the Tightrope: Balancing Bias to Action and Planning

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Dianne Marsh's keynote from O'Reilly Software Architecture Conference 2016.

WALKING THE TIGHTROPE
Balancing Bias to Action and Planning
Dianne Marsh (@dmarsh)
Director of Engineering, Netflix

Balance all the things
MICROSERVICES CONTAINERS
CONTINUOUS DELIVERY

Netflix Service Expectations
ARCHITECTURE AT NETFLIX

You build it, you run it
ARCHITECTURE AT NETFLIX

Be resilient to failure
ARCHITECTURE AT NETFLIX

Own the default behavior
ARCHITECTURE AT NETFLIX

ARCHITECTURE AT NETFLIX
Hystrix can help

Acknowledge the risks
ARCHITECTURE AT NETFLIX

Chaos Engineering
the discipline of experimenting on a distributed system in order
to build confidence in the systems capability to withstand
turbulent conditions in production

Align with the Business

http://techblog.netflix.com/2012/12/a-closer-look-at-christmas-eve-outage.html
December 24, 2012

Prefer Regional Isolation
ARCHITECTURE AT NETFLIX

Prefer Iteration over Big Bang

Eureka
Ribbon
Hystrix
Zuul
Spinnaker
Chaos
Vizceral
Sharing what we’ve built

netflix.github.io

techblog.netflix.com

Thank you.
Dianne Marsh
Director of Engineering, Netflix
@dmarsh

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Is your organization committed to the power of the Java platform but stuck in the Java language? Do you spend your time wishing you could use Scala at work, but don’t see how you can get it approved? There are good reasons to push for it! Scala is a popular language with Java developers because of its expressiveness and lack of boilerplate code. It allows you to focus on the problem rather than the ceremony required by Java. Yet, businesses are often reluctant to move to Scala, citing concerns about availability of developers and risks of working in a new language. Learn strategies for bringing Scala into your organization, including using it in non-production code, integrating Scala into a Java application, and easing your fellow programmers into functional programming. See how to use Scala for new development while maintaining your investment in existing Java code. Hear stories of how other organizations have done this and succeeded. You’ll leave knowing how you can move to Scala without risking your job or the success of your projects.

Sneaking Scala through the Back Door

Sneaking Scala through the Back Door

Sneaking Scala through the Back Door

Plus de Dianne Marsh (9)

Velocity 2017 Keynote: Looking Back to Move Forward

Velocity 2017 Keynote: Looking Back to Move Forward

Velocity 2017 Keynote: Looking Back to Move Forward

The Paved Road at Netflix

The Paved Road at Netflix

The Paved Road at Netflix

ScalaDays 2015 Keynote

ScalaDays 2015 Keynote

ScalaDays 2015 Keynote

Introducing Change while Preserving Engineering Velocity

Introducing Change while Preserving Engineering Velocity

Introducing Change while Preserving Engineering Velocity

Saturn 2014. Engineering Velocity: Continuous Delivery at Netflix

Saturn 2014. Engineering Velocity: Continuous Delivery at Netflix

Saturn 2014. Engineering Velocity: Continuous Delivery at Netflix

Open Business Conference: Continuous Delivery At Netflix -- Powered by Open S...

Open Business Conference: Continuous Delivery At Netflix -- Powered by Open S...

Open Business Conference: Continuous Delivery At Netflix -- Powered by Open S...

From Code to the Monkeys: Continuous Delivery at Netflix

From Code to the Monkeys: Continuous Delivery at Netflix

From Code to the Monkeys: Continuous Delivery at Netflix

Dr scalalove: How I learned to stop worrying and love the functions

Dr scalalove: How I learned to stop worrying and love the functions

Dr scalalove: How I learned to stop worrying and love the functions

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Sneaking Scala through the Back Door

Sneaking Scala through the Back Door

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Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...

Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...

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VTU technical seminar 8Th Sem on Scikit-learn

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WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

ADR, or Architecture Decision Record, is a valuable tool in software development for several reasons. It provides a centralized location for documenting and tracking architectural decisions, aiding both current and future team members. ADRs enhance communication among team members by documenting the rationale behind architectural decisions, especially beneficial during onboarding of new team members or when revisiting decisions. They serve as a knowledge base, enabling teams to learn from past decisions and refine their decision-making process. Additionally, ADRs contribute to transparency by helping stakeholders understand the reasons behind specific architectural choices. As with any other tool or process, introducing them into an organization can face several obstacles, and overcoming these challenges is crucial for successful implementation. In this talk I go through some common problems and our way of solving them.

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

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Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Conference: Engage2024 in Antwerp Type: Workshop Speakers: Florian Vogler, Henning Kunz, Christoph Adler Title: Navigating the Future with The Hitchhiker's Guide to Notes and Domino 14 Abstract: Embark on an exhilarating journey with industry trailblazers Florian Vogler, Henning Kunz, and Christoph Adler in this not-to-be-missed workshop at the forefront of the tech universe. Get ready for a thrilling kick-off as we navigate the current state of the HCL universe, setting the stage for an exploration of the groundbreaking Notes and Domino 14. Discover the latest enhancements and revolutionary features that will redefine your experience. In this interactive session, unlock a treasure trove of tips and tricks to elevate your utilization of version 14, both with and without the game-changing panagenda MarvelClient. Brace yourself for also diving into Nomad, Nomad Web, and VoltMX, expanding your horizons in the expansive HCL landscape. Be a part of this exclusive opportunity to stay ahead in the ever-evolving world of HCL technologies. Your journey to mastering Notes and Domino 14 begins here. And remember, in the spirit of intergalactic exploration, don't forget to bring your towel!

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

WSO2CON 2024 - Does Open Source Still Matter?

WSO2CON 2024 - Does Open Source Still Matter?

WSO2CON 2024 - Does Open Source Still Matter?

Software Quality Assurance Interview Questions

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AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

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Data spaces in distributed environments should be allowed to evolve in agile ways providing data space owners with large flexibility about which data they store. Agility and heterogeneity, however, jeopardize data exchanges because representations may build on varying ontologies and data consumers may not rely on the semantic correctness of their queries in the context of semantically heterogeneous, evolving data spaces. Graph data spaces are one example of a powerful model for representing and querying data whose semantics may change over time. To assert and enforce conditions on individual graph data spaces, shape languages (e.g SHACL) have been developed. We investigate the question of how querying and programming can be guarded by reasoning over SHACL constraints in a distributed setting and we sketch a picture of how a future landscape based on semantically heterogeneous data spaces might look like.

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

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Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...

Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...

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Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...

Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...

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VTU technical seminar 8Th Sem on Scikit-learn

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WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

WSO2CON 2024 - Does Open Source Still Matter?

WSO2CON 2024 - Does Open Source Still Matter?

WSO2CON 2024 - Does Open Source Still Matter?

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Software Quality Assurance Interview Questions

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AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

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Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

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Walking the Tightrope: Balancing Bias to Action and Planning

1. WALKING THE TIGHTROPE Balancing Bias to Action and Planning Dianne Marsh (@dmarsh) Director of Engineering, Netflix

2. Balance all the things MICROSERVICES CONTAINERS CONTINUOUS DELIVERY

3. Netflix Service Expectations ARCHITECTURE AT NETFLIX

4. You build it, you run it ARCHITECTURE AT NETFLIX

5.

6. Be resilient to failure ARCHITECTURE AT NETFLIX

7. Own the default behavior ARCHITECTURE AT NETFLIX

8.

9. ARCHITECTURE AT NETFLIX Hystrix can help

10. Acknowledge the risks ARCHITECTURE AT NETFLIX

11. Chaos Engineering the discipline of experimenting on a distributed system in order to build confidence in the systems capability to withstand turbulent conditions in production

12. Align with the Business

13. http://techblog.netflix.com/2012/12/a-closer-look-at-christmas-eve-outage.html December 24, 2012

14.

15. Prefer Regional Isolation ARCHITECTURE AT NETFLIX

16. Prefer Iteration over Big Bang

17. Eureka Ribbon Hystrix Zuul Spinnaker Chaos Vizceral Sharing what we’ve built

18. netflix.github.io

19. techblog.netflix.com

20. Thank you. Dianne Marsh Director of Engineering, Netflix @dmarsh