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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

In this article, we cover a few key integrations that we provide for various layers of the Metaflow stack at Netflix, as illustrated above. These integrations are implemented through Metaflow’s extension mechanism which is publicly available but subject to change, and hence not a part of Metaflow’s stable API yet.

Systems 226
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WebP Caching has Landed!

KeyCDN

We’re happy to announce that WebP Caching has landed! The new feature integrates into the existing CDN and is available to all customers. How Does WebP Caching Work? our article Convert to WebP Format we explain in detail how to configure your origin server. Make sure these settings are aligned with your setup.

Cache 81
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The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Dynatrace

bBy making your system observable and making use of the available tools and technologies (and logging is still one of them), you’ll be able to super-charge the information you can get from your runtime and spot issues and performance bottlenecks a lot easier.

Metrics 180
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How to use Server Timing to get backend transparency from your CDN

Speed Curve

Caching the base page/HTML is common, and it should have a positive impact on backend times. Key things to understand from your CDN Cache Hit/Cache Miss – Was the resource served from the edge, or did the request have to go to origin? In the case of a cache miss, this should be zero.)

Servers 57
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Seamlessly Swapping the API backend of the Netflix Android app

The Netflix TechBlog

This allows the app to query a list of “paths” in each HTTP request, and get specially formatted JSON (jsonGraph) that we use to cache the data and hydrate the UI. ecosystem was chosen for this new service deserves an article in and of itself. ecosystem and the rich selection of npm packages available.

Latency 233
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Image Processing Insights

KeyCDN

Even if a browser doesn't support WebP, our WebP caching feature will ensure that the correct image format is delivered. WebP means faster loading times and less traffic. WebP delivery doesn't require any change on the origin server with the WebP caching feature. We won't go into detail in this article.

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Breaking Down Bulky Builds With Netlify And Next.js

Smashing Magazine

Without build optimizations (incremental builds, caching, we will get to those soon) this will eventually become unmanageable as well — think about going through all images in a website: resizing, deleting, and/or creating new files over and over again. The cache is invalidated on a time basis. Creating an On-Demand builder.

Cache 129