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Designing Better ML Systems: Learnings from Netflix
Savin Goyal shares lessons learned by Netflix building their ML infrastructure, and some of the tradeoffs to consider when designing or buying a machine learning system.
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History of Infra as Code
Andrew Clay Shafer walks through the progression of ‘Infrastructure as Code' in theory and practice, some problems these developments solved and also some problems they revealed.
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Pitfalls and Patterns in Microservice Dependency Management
Silvia Esparrachiari shares stories on how a small change can impact a system, discussing the importance of having a broad view of a system to better understand how a change can impact a system.
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The SRE as a Diplomat
Johnny Boursiquot discusses the unintended consequences of certain service ownership and operational models when SRE is seen as an outside unwanted influence, and how to build trust with those teams.
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Data-driven Development in the Automotive Field
Toshika Srivastava offers insight into how they in the automotive field are developing products with data and what their challenges are.
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Create Autonomous, Highly Productive Teams By Lowering the Stakes
Jason Lengstorf looks at architectural and organizational strategies to help teams move with less technical debt or maintenance burdens.
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User Adaptive Security
Christina Camilleri and Jesse Kriss discuss how Netflix has readjusted their investments around user-focused security, and explore strategies towards a tiered access approach within endpoint security.
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Intentional Distributed Teams
Maria Gutierrez and Glenn Vanderburg discuss how a company can stay productive, creative, and driven when employees are at a distance from each other.
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Designing IoT Data Pipelines for Deep Observability
Shrijeet Paliwal discusses how Tesla deals with large data ingestion and processing, the challenges with IoT data collecting and processing, and how to deal with them.
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From Program to Process, Designing for Equity in the Workplace
Aubrey Blanche discusses how to evolve a program to create fair experiences for every employee and build better, safer products.
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Essential Complexity in Systems Architecture
Laura Nolan looks at some real distributed system architectures and examines the tradeoffs made, showing how simple systems can create complex and difficult to understand behaviors.
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Pragmatic Performance - Tales from the Trenches
Ramesh Subramonian shares techniques used to improve the performance of an existing system.