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NetOps for Application Developers: Understanding the Importance of Network Operations in Modern Development

Kentik

One of the great successes of software development in the last ten years has been the relatively decentralized approach to application development made available by containerization, allowing for rapid iteration, service-specific stacks, and (sometimes) elegant deployment and orchestration implementations that piece it all together.

Network 64
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Timestone: Netflix’s High-Throughput, Low-Latency Priority Queueing System with Built-in Support…

Netflix Tech

Timestone clients can create queues, enqueue messages with user-defined deadlines and metadata, then dequeue these messages in an earliest-deadline-first (EDF) fashion. A video encoding application built on top of Cosmos. System Architecture Timestone is a gRPC-based service. Timestone system diagram.

System 85
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ML Platform Meetup: Infra for Contextual Bandits and Reinforcement Learning

Netflix Tech

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., Sam described Ax and BoTorch?—?Ax

Metrics 50
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ML Platform Meetup: Infra for Contextual Bandits and Reinforcement Learning

Netflix Tech

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. The key insight was that by assuming a latent Gaussian Process (GP) prior on the key business metric actions like viral engagement, job applications, etc., Sam described Ax and BoTorch?—?Ax

Metrics 40
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Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

One of the most promising applications of generative AI in ecommerce is using it to craft product descriptions. It provides a comprehensive set of capabilities for building generative AI applications while ensuring privacy and security are maintained. We’ve provided detailed instructions in the accompanying README file.

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Edge Authentication and Token-Agnostic Identity Propagation

Netflix Tech

The whole system was quite complex, and starting to become brittle. Plus, the architecture of the Edge tier was evolving to a PaaS (platform as a service) model, and we had some tough decisions to make about how, and where, to handle identity token handling. We are serving over 2.5

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Cellular Automata Using Rust: Part I

Xebia

We’ll learn a few things about cellular automata, Rust, entity-component-system architecture, and basic game development. It’s laid out in a pretty vanilla fashion, completely standard for a simple binary crate. The application itself doesn’t rely on comparison, but the test suite does.

Testing 130