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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Example use case: Content Knowledge Graph Our knowledge graph of the entertainment world encodes relationships between titles, actors and other attributes of a film or series, supporting all aspects of business at Netflix. Occasionally, these use cases involve terabytes of data, so we have to pay attention to performance.

Systems 233
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Driving Compute Cost Down for AWS Customers - All Things.

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. Driving Compute Cost Down for AWS Customers. AWS today announced a substantial price drop from March 1, 2012 for many of the Amazon EC2, Amazon RDS, and Amazon ElastiCache instances types around the world. For example, the popular m1.small

AWS 106
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How We Optimized Performance To Serve A Global Audience

Smashing Magazine

Here are some examples: Looker Studio filter. We realized that we needed to consider a more global and scalable solution to better serve our global audience. It also opens up the possibility for more effective use of caching strategies, potentially enhancing load times further.

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Optimizing CDN Management Using Terraform

IO River

‍Before we dive into what Terraform is, let's begin with a real-world example of how Terraform code looks and works:‍# Challenge requests coming from known Tor exit nodes.‍‍In ‍In the example above, we're using Terraform to set up an access rule on Cloudflare. What is Terraform?‍Before So, What Exactly is Terraform?

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How to Assess MySQL Performance

HammerDB

For example, if you are buying the latest Amazon memory-optimized EC2 instance (R7iz), the AWS page ( [link] ) tells us the following: Up to 3.9 Please refer to this tuning guide to tune the system for HammerDB: Open Source Database Tuning Guide on 3rd Generation Intel® Xeon® Scalable Processors Based Platform. Size does matter!

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Django Highlights: Wrangling Static Assets And Media Files (Part 4)

Smashing Magazine

Today, we’ll address storing and serving files for both single-server and scalable deployments while considering factors like compression, caching, and availability. Here’s a short example model of that information: from django.db Additionally, you will need to set up credential access to your AWS bucket.

Media 70
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Fast key-value stores: an idea whose time has come and gone

The Morning Paper

Generally to cache data (including non-persistent data that never sees a backing store), to share non-persistent data across application services (e.g. ” Even re-reading that today, the letter of the law there is surprisingly strict to me: you can use the local memory space or filesystem as a brief single transaction cache, but no more.

Cache 79