The Netflix TechBlog

NOVEMBER 17, 2022

For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations. Video downscaling is the most pertinent example herein, which tailors our encoding to screen resolutions of different devices and optimizes picture quality under varying network conditions. A visual example is shown below.

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Network Media Innovation Efficiency 300

Dynatrace

SEPTEMBER 13, 2023

For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services. The Dynatrace platform approach to managing your cloud initiatives provides insights and answers to not just see what could go wrong but what could go right.

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AWS Efficiency Azure Cloud 258

cdemi

FEBRUARY 20, 2017

Let's talk about the elephant in the room; Serverless doesn't really mean that there are no Software or Hardware servers. Serverless Computing is also known as FaaS (Function as a Service). Serverless is currently a hot topic in many modern architectural patterns. Serverless systems are still in their infancy. Advantages.

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Serverless Architecture Lambda Azure 64

The Netflix TechBlog

SEPTEMBER 8, 2020

We went from an essentially serverless model in a monolithic service, to deploying and maintaining a new microservice that hosted our app backend endpoints. For example, the artwork service is separate from the video metadata service, but we need the data from both in the detail key.

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Latency Cache Java Traffic 240

Dynatrace

DECEMBER 22, 2021

Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. For example, teams can use centralized observability data to improve incident response times, increase automation, and inform critical business decisions. The case for an integrated observability platform.

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Artificial Intelligence Metrics Architecture DevOps 189

The Netflix TechBlog

NOVEMBER 2, 2021

For example, when we design a new version of VMAF, we need to effectively roll it out throughout the entire Netflix catalog of movies and TV shows. There is an external-facing API layer (Optimus), a rule-based video quality workflow layer (Plato) and a serverless compute layer (Stratum). VQS is called using the measureQuality endpoint.

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Media Innovation Metrics Latency 178

All Things Distributed

OCTOBER 12, 2016

Three years ago, as part of our AWS Fast Data journey we introduced Amazon ElastiCache for Redis , a fully managed in-memory data store that operates at sub-millisecond latency. This allows for faster failover times while minimizing latency. Building upon Redis. Redis and Fast Data. “In

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Scalability Cache Analytics AWS 123

The Morning Paper

JUNE 13, 2019

Making queries to an inference engine has many of the same throughput, latency, and cost considerations as making queries to a datastore, and more and more applications are coming to depend on such queries. First off there still is a model of course (but then there are servers hiding behind a serverless abstraction too!). autoscaling).

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Hardware Latency Serverless Energy 58

Percona

JULY 1, 2023

Understanding DBaaS DBaaS cloud services allow users to use databases without configuring physical hardware and infrastructure or installing software. It’s Aurora Serverless. In this blog, we will answer all of these important questions and provide a general overview comparing the two database services, Aurora vs RDS.

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AWS Database Serverless Storage 52

Smashing Magazine

AUGUST 3, 2023

Large preview ) Storing Data In BigQuery For Comprehensive Analysis Once we capture the Web Vitals metrics, we store this data in BigQuery , Google Cloud’s fully-managed, serverless data warehouse. Here are some examples: Looker Studio filter. The reportWebVitals function. Time to First Byte over time. LCP in seconds.

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Performance Cache Traffic Metrics 75

Adrian Cockcroft

NOVEMBER 18, 2019

Brendan Gregg tours BPF tracing, with open source tools & examples for EC2 instance analysis. OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto.

Open Source 40

Open Source AWS Lambda Serverless 40

Adrian Cockcroft

NOVEMBER 18, 2019

Brendan Gregg tours BPF tracing, with open source tools & examples for EC2 instance analysis. OPN304 Learnings from migrating a service from JDK 8 to JDK 11 AWS Lambda improved latency by migrating to JDK 11 with Amazon Corretto.

Open Source 40

Open Source AWS Lambda Serverless 40

All Things Distributed

APRIL 9, 2015

Once the models are created, you can get predictions for your application by using the simple API, without having to implement custom prediction generation code or manage any infrastructure. Developers really have flocked to using this serverless programming technology to build event driven services. Amazon Lambda.

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Lambda Cloud IoT AWS 119

Smashing Magazine

SEPTEMBER 24, 2021

It can be hosted on a CDN like Vercel or Netlify, which results in lower latency. Vercel and Netlify also use serverless functions for the Server Side Rendering, which is the most efficient way to scale out. In this small example, there is a checkout module and a catalog module. Challenges. Developing with Next.js

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Website Code Servers Analytics 116

Abhishek Tiwari

NOVEMBER 3, 2018

Recently I was asked about content management systems (CMS) of the future - more specifically how they are evolving in the era of microservices, APIs, and serverless computing. If you put your whole website on CDN, technically you don’t need a large number of server infrastructure and CMS licenses.

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Systems Cache Website Network 63