The Netflix TechBlog

MAY 5, 2021

A file and folder interface for Netflix Cloud Services Written by Vikram Krishnamurthy , Kishore Kasi , Abhishek Kapatkar , and Tejas Chopra In this post, we are introducing Netflix Drive, a Cloud drive for media assets and providing a high level overview of some of its features and interfaces.

Media 182

Media Storage Architecture Cloud 182

The Netflix TechBlog

NOVEMBER 2, 2021

This system is responsible for processing incoming media files, such as video, audio and subtitles, and making them playable on the streaming service. Cosmos is a computing platform for workflow-driven, media-centric microservices. This enables us to use our scale to increase throughput and reduce latencies.

Media 178

Media Innovation Metrics Latency 178

DZone

AUGUST 18, 2023

You may also know that this has led to an increase in the demand for efficient and secure data storage solutions that won’t break the bank. By processing data at the edge of the network, latency can be minimized, which means that data can be processed and analyzed faster.

IoT 130

IoT Media Latency Storage 130

Dynatrace

APRIL 26, 2022

STM generates traffic that replicates the typical path or behavior of a user on a network to measure performance for example, response times, availability, packet loss, latency, jitter, and other variables). One use case for STM is to model the behavior of a customer in the form of a flow of transactions along the buyer’s journey.

Monitoring 246

Monitoring Social Media IoT Metrics 246

The Netflix TechBlog

MAY 14, 2021

We are expected to process 1,000 watermarks for a single distribution in a minute, with non-linear latency growth as the number of watermarks increases. The watermarking functionality, at the start, was a simple offering with various Google Drive integrations for storage and links.

Traffic 166

Traffic Java Latency Google 166

All Things Distributed

AUGUST 20, 2015

Today, we are releasing a plugin that allows customers to use the Titan graph engine with Amazon DynamoDB as the backend storage layer. It opens up the possibility to enjoy the value that graph databases bring to relationship-centric use cases, without worrying about managing the underlying storage. The importance of relationships.

Database 121

Database Logistics Availability Social Media 121

Smashing Magazine

NOVEMBER 9, 2021

However, then the style will not be present when referencing the image directly (such as the image shared in social media via the <meta property="og:image" content="{image-url}"> tag), making the image devoid of personality. The images embedded in social media when sharing our content are of particular interest.

Website 122

Website Social Media Media Design 122

All Things Distributed

JULY 13, 2010

Other industries using Amazon EC2 for HPC-style workloads include pharmaceuticals, oil exploration, industrial and automotive design, media and entertainment, and more. When instances are placed in a cluster they have access to low latency, non-blocking 10 Gbps networking when communicating the other instances in the cluster.

Cloud 98

Cloud AWS Automotive Latency 98

Alex Russell

APRIL 29, 2021

webcam access via getUserMedia() or the Media Session API ) may attend deceptively small expansions in exposed API surface. Chrome has missed several APIs for 3+ years: Storage Access API. Audio Worklets are a fundamental enabler for rich media and games on the web. Media Recorder. Media Source API (a.k.a. "MSE").

Media 145

Media Games Education Engineering 145

All Things Distributed

JULY 11, 2011

Spot Instances are ideal for use cases like web and data crawling, financial analysis, grid computing, media transcoding, scientific research, and batch processing. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. At werner.ly Syndication. Subscribe to this weblogs. or rss feed.

AWS 70

AWS Storage Cloud Big Data 70

All Things Distributed

NOVEMBER 19, 2010

In an in-depth article on Streaming Media Dan Rayburn analyzed the impact of Amazon Cloudfront move to GA: Amazons CDN Gets More Competitive, Adds SLA, New Edge Locations, Lower Pricing. Understanding Throughput-Oriented Architectures - background article in CACM on massively parallel and throughput vs latency oriented architectures.

AWS 62

AWS Cloud Benchmarking Storage 62

The Morning Paper

DECEMBER 8, 2019

The starting point is a set of three asumptions for an NVM-based programming model: Compared to traditional persistent media, NVM is fast. Therefore any programming abstraction must be low latency and the kernel needs to be kept off the path of persistent data access as much as possible. in front of that memory , as we saw last week).

Hardware 56

Hardware Programming Media Storage 56

Abhishek Tiwari

JULY 12, 2018

These nodes and edges require a good amount of compute and storage which is typically distributed across a large number servers either running in the cloud or your own data center. Every time data spikes - a phenomenon which will be not predictable in most cases - overall latency to process the data using data pipeline will go up.

Latency 63

Latency Analytics Scalability Engineering 63

ACM Sigarch

DECEMBER 6, 2018

Optimize media content for quality and/or bandwidth. Each of these categories opens up challenging problems in AI/visual algorithms, high-density computing, bandwidth/latency, distributed systems. Generate interactive and immersive content. Orchestrate the processing flow across an end-to-end infrastructure.

Wireless 55

Wireless IoT Analytics Architecture 55

Alex Russell

OCTOBER 22, 2017

media="(min-width: 990px)"> <source srcset="img@tablet.png, img@tablet-2x.png 2x". media="(min-width: 750px)"> <img srcset="img@mobile.png, img@mobile-2x.png 2x". It simulates a link with a 400ms RTT and 400-600Kbps of throughput (plus latency variability and simulated packet loss). alt="I don't know why.

Performance 74

Performance Network Benchmarking Mobile 74

SQL Server According to Bob

JANUARY 11, 2020

Briefly, WAL requires that all the transaction log records associated with a ​​ particular ​​ data page be flushed to stable media before the data page itself can be flushed to stable media. Stable Media Stable media is often confused with physical storage.

Servers 40

Servers Cache Media Hardware 40

Alex Russell

JULY 14, 2021

Here, native apps are doing work related to their core function; storage and tracking of user data are squarely within the four corners of the app's natural responsibilities. Many have adroitly covered the perspective and ethical distortions within social media firms caused by the relentless pursuit of "north star" metrics.

Google 134

Google Mobile Engineering Internet 134

Dotcom-Montior

MAY 6, 2020

The solution for this specific problem is that the user should optimize media by reducing the size of the images without lowering their quality. Cached Mode (Repeat Visit): The user access the website for the second time, emulating a second visit from the user’s perspective, which includes all the files now cached in a local storage.

Performance 53

Performance Website Cache Speed 53

Dotcom-Montior

MARCH 6, 2022

The solution for this specific problem is that the user should optimize media by reducing the size of the images without lowering their quality. Cached Mode (Repeat Visit): The user access the website for the second time, emulating a second visit from the user’s perspective, which includes all the files now cached in a local storage.

Performance 52

Performance Website Cache Speed 52

Smashing Magazine

SEPTEMBER 28, 2022

Assuming you want to load a social media layout, you might add a loading spinner or a skeleton loader to ensure that you don’t load an incomplete site. Caching partially stores your data and is not used as permanent storage. Using the cache as permanent storage is an anti-pattern. But isn’t waiting for the data the point?

Cache 141

Cache Performance Servers Architecture 141

SQL Server According to Bob

JANUARY 11, 2020

​​ Read Retry When a read from stable media returns an error, ​​ the read operation is ​​ tried ​​ again. Streams ​​ NTFS volumes ​​ enable ​​ data files to have one or more secondary storage streams.

Servers 40

Servers Cache Database Media 40

The Morning Paper

MARCH 17, 2020

higher latency and lower bandwidth)… We have found the actual behavior of Optane DIMMs to be more complicated and nuanced than the "slower, persistent DRAM" label would suggest. The physical media is accessed in chunks of 256 bytes (an XPLine). The read latency for Optane is 2x-3x higher than DRAM.

Scalability 59

Scalability Latency Cache Media 59

Abhishek Tiwari

NOVEMBER 3, 2018

Using CDN for the whole website, you can offload most of the website traffic to your CDN which will handle not only large traffic spikes but also reduce the latency of content delivery. Alternatively, you can upload output directory to cloud object/blob storage such as Amazon S3 or Azure Blob Storage and serve your site from there.

Systems 63

Systems Cache Website Network 63

Smashing Magazine

JANUARY 11, 2021

Assets Optimizations Brotli, AVIF, WebP, responsive images, AV1, adaptive media loding, video compression, web fonts, Google fonts. Estimated Input Latency tells us if we are hitting that threshold, and ideally, it should be below 50ms. Do we use adaptive media loading and client hints? Large preview ).

Performance 145

Performance Cache Media Metrics 145

Smashing Magazine

JANUARY 6, 2020

Estimated Input Latency tells us if we are hitting that threshold, and ideally, it should be below 50ms. Designed for the modern web, it responds to actual congestion, rather than packet loss like TCP does, it is significantly faster , with higher throughput and lower latency — and the algorithm works differently.

Performance 112

Performance Cache Servers Network 112

Smashing Magazine

JANUARY 7, 2019

Estimated Input Latency tells us if we are hitting that threshold, and ideally, it should be below 50ms. Consider Swapping Images with the Sizes Attribute by specifying different image display dimensions depending on media queries, e.g. to manipulate sizes to swap sources in a magnifier component. AV1 has compression similar to H.265

Performance 111

Performance Cache Network Metrics 111