Remove encoding-service multi-pass-encoding
article thumbnail

Improving our video encodes for legacy devices

Netflix Tech

Given the global nature of the service and Netflix’s commitment to creating a service that members enjoy, it is not surprising that we support a wide variety of streaming devices, from set-top-boxes and mobile devices to smart TVs. Hence, as the encoding team, we continuously maintain a variety of encode families, stretching back to H.263.

Video 95
article thumbnail

Lading into Generative AI: Transformers

Perficient

BERT: A Milestone in Language Processing: The introduction of BERT (Bidirectional Encoder Representations from Transformers) was a game-changer. Basic Structure of Transformers At its core, the Transformer model consists of two main components: Encoders and Decoders.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Language Models, Explained: How GPT and Other Models Work

Altexsoft

As the sentence gets longer, the information from the initial words gets copied and passed along with the rest of the sentence. The key components of transformer models are the encoder-decoder architecture, the attention mechanism, and self-attention. Encoder-decoder architecture. Customer service and chatbots.

article thumbnail

Identifiers in Microservices Systems

The Plain Programmer

But, in some circumstances it likely makes sense to think through a system-wide identifier strategy, rather than allowing one to emerge piecemeal or just passing around easily confused simple integers. Twitter’s Snowflake Service Several years ago I heard about Twitter’s Snowflake service.

article thumbnail

Netflix Cloud Packaging in the Terabyte Era

Netflix Tech

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Supporting those workflows poses new challenges to our packaging service. Packaging has always been an important step in media processing.

Cloud 95
article thumbnail

The Netflix Cosmos Platform

Netflix Tech

It supports both high throughput services that consume hundreds of thousands of CPUs at a time, and latency-sensitive workloads where humans are waiting for the results of a computation. A Cosmos service This article will explain why we built Cosmos, how it works and share some of the things we have learned along the way. Modularity?—?An

article thumbnail

51 Latest Seminar Topics for Computer Science Engineering (CSE)

The Crazy Programmer

Computer Science Engineering, among all other engineering courses, is the recent trend among students passing 12th board exams. Pixeom is the first cloud service installed in a package and the first service to connect internationally and create an increasing user network and content. Pixeom is cloud-agnostic on the tech side.