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Build Reliable Systems with Chaos Engineering // Benjamin Wilms // #237

Build Reliable Systems with Chaos Engineering // Benjamin Wilms // #237

FromMLOps.community


Build Reliable Systems with Chaos Engineering // Benjamin Wilms // #237

FromMLOps.community

ratings:
Length:
47 minutes
Released:
May 31, 2024
Format:
Podcast episode

Description

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/.
Benjamin Wilms is a developer and software architect at heart, with 20 years of experience. He fell in love with chaos engineering. Benjamin now spreads his enthusiasm and new knowledge as a speaker and author – especially in the field of chaos and resilience engineering.

Retrieval Augmented Generation // MLOps podcast #237 with Benjamin Wilms, CEO & Co-Founder of Steadybit.

Huge thank you to Amazon Web Services for sponsoring this episode. AWS - https://aws.amazon.com/

// Abstract
How to build reliable systems under unpredictable conditions with Chaos Engineering.

// Bio
Benjamin has over 20 years of experience as a developer and software architect. He fell in love with chaos engineering 7 years ago and shares his knowledge as a speaker and author. In October 2019, he founded the startup Steadybit with two friends, focusing on developers and teams embracing chaos engineering. He relaxes by mountain biking when he's not knee-deep in complex and distributed code.

// MLOps Jobs board
https://mlops.pallet.xyz/jobs

// MLOps Swag/Merch
https://mlops-community.myshopify.com/

// Related Links
Website: https://steadybit.com/

--------------- ✌️Connect With Us ✌️ -------------
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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Benjamin on LinkedIn: https://www.linkedin.com/in/benjamin-wilms/

Timestamps:
[00:00] Benjamin's preferred coffee
[00:28] Takeaways
[02:10] Please like, share, leave a review, and subscribe to our MLOps channels!
[02:53] Chaos Engineering tldr
[06:13] Complex Systems for smaller Startups
[07:21] Chaos Engineering benefits
[10:39] Data Chaos Engineering trend
[15:29] Chaos Engineering vs ML Resilience
[17:57 - 17:58] AWS Trainium and AWS Infecentia Ad
[19:00] Chaos engineering tests system vulnerabilities and solutions
[23:24] Data distribution issues across different time zones
[27:07] Expertise is essential in fixing systems
[31:01] Chaos engineering integrated into machine learning systems
[32:25] Pre-CI/CD steps and automating experiments for deployments
[36:53] Chaos engineering emphasizes tool over value
[38:58] Strong integration into observability tools for repeatable experiments
[45:30] Invaluable insights on chaos engineering
[46:42] Wrap up
Released:
May 31, 2024
Format:
Podcast episode

Titles in the series (100)

Weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations.