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 171

Media Innovation Metrics Latency 171

IO River

NOVEMBER 2, 2023

Static content represents fixed web elements like HTML, CSS, JavaScript files, images, and media assets. Social media platforms like Facebook are prime examples of sites leveraging dynamic content. It requires expertise in server-side scripting languages, database management, and integration with content management systems or APIs.

Cache 52

Cache Social Media Website Performance Website 52

All Things Distributed

AUGUST 20, 2015

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. Social media apps navigate relationships between friends, photos, videos, pages, and followers. Enter graph databases. Graph databases at Amazon.

Database 134

Database Logistics Availability Social Media 134

The Netflix TechBlog

MAY 14, 2021

Once you finally find useful identifiers, you may begin writing SQL queries against your production database to find out what went wrong. 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.

Traffic 160

Traffic Latency Java Google 160

High Scalability

SEPTEMBER 8, 2018

New databases used to be announced seemingly every week. While database neogenesis has slowed down considerably, it has not gone necrotic. To meet user-defined goals for performance (request latency) and cost, the monitoring service tracks and adjusts resources to workload changes.

Storage 199

Storage Performance AWS Efficiency 199

IO River

NOVEMBER 2, 2023

Static content represents fixed web elements like HTML, CSS, JavaScript files, images, and media assets. Social media platforms like Facebook are prime examples of sites leveraging dynamic content. It requires expertise in server-side scripting languages, database management, and integration with content management systems or APIs.

Cache 52

Cache Social Media Website Performance Website 52

The Netflix TechBlog

JULY 26, 2021

Operational Reporting is a reporting paradigm specialized in covering high-resolution, low-latency data sets, serving detailed day-to-day activities¹ and processes of a business domain. In the initial stage, data consumers set up ETL pipelines directly pulling data from databases. When an upstream schema evolves (e.g. Dehghani, Zhamak.

Big Data 253

Big Data Government Analytics Processing 253

Percona

MAY 2, 2023

At the same time that I see database engineers relying on the tool, sites such as StackOverflow are banning ChatGPT. ChatGPT: The innodb_redo_log_capacity parameter specifies the maximum size of the InnoDB redo log buffer, which is used to store changes made to the database before they are written to disk. What could it be?

Social Media 119

Social Media Database Servers Cache 119

All Things Distributed

JUNE 20, 2017

This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2008, AWS opened a point of presence (PoP) in Hong Kong to enable customers to serve content to their end users with low latency. Since then, AWS has added two more PoPs in Hong Kong, the latest in 2016.

AWS 149

AWS Logistics Cloud Social Media 149

Alex Russell

APRIL 29, 2021

webcam access via getUserMedia() or the Media Session API ) may attend deceptively small expansions in exposed API surface. Audio Worklets are a fundamental enabler for rich media and games on the web. Media Recorder. Media Source API (a.k.a. "MSE"). Meanwhile, truly transformative features (e.g. Audio Worklets.

Media 145

Media Games Education Engineering 145

All Things Distributed

NOVEMBER 21, 2017

Amazon ElastiCache embodies much of what makes fast data a reality for customers looking to process high volume data at incredible rates, faster than traditional databases can manage. Redis's microsecond latency has made it a de facto choice for caching. TB of in-memory capacity in a single cluster.

Games 113

Games Retail Latency Education 113

SQL Server According to Bob

JANUARY 11, 2020

Microsoft SQL Server I/O Basics Author: ​​ Bob Dorr, Microsoft SQL Server Escalation Published: ​​ December, 2004 SUMMARY: ​​ Learn the I/O requirements for Microsoft SQL Server database file operations. Stable Media Stable media is often confused with physical storage.

Servers 40

Servers Cache Media Hardware 40

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. In a common WebSocket architecture, the Front-end application will connect to a WebSocket API, an event bus, or a database. But isn’t waiting for the data the point? Large preview ).

Cache 125

Cache Performance Servers Social Media 125

Smashing Magazine

AUGUST 3, 2023

You need to watch out for complex design elements, large media files, or slow browser rendering can delay the time it takes for the largest contentful element to render. This proximity significantly reduces the time it takes for the data to travel from the server to the user, thus reducing latency and improving load times.

Performance 74

Performance Cache Traffic Metrics 74

Dotcom-Montior

DECEMBER 8, 2021

The IT service catalog is typically a database or resource that an organization creates to provide users with information on their operational services and offerings. Knowing when and where an error, downtime, or application latency occurs is a critical factor in limiting the impact to users and customers. Service Catalog.

Social Media 90

Social Media Monitoring Latency DevOps 90

All Things Distributed

NOVEMBER 8, 2012

Customers from various verticals (media, social gaming, mobile, news, advertisement) such as Netflix, Shazam and Scopely have used SQS in variety of use-cases requiring loose coupling and high performance.

Efficiency 107

Efficiency Cloud Games Scalability 107

SQL Server According to Bob

JANUARY 11, 2020

KB sectors run on smaller sectors   14 System and sample databases   15 Determining the formatted sector size of database   15 What sector sizes does SQL Server support? SQL Server 2005 introduces the snapshot database feature for point-in-time databases ​​ and online DBCC operations.

Servers 40

Servers Cache Database Media 40

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 119

Cloud AWS Automotive Latency 119

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Amazon DynamoDB â??

AWS 87

AWS Storage Cloud Big Data 87

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 68

AWS Cloud Benchmarking Storage 68

Alex Russell

JUNE 20, 2020

form elements, decode (but not always encode) a subset of popular media formats, and marry that to a constraint-solver for laying out text and drawing boxes? [3] POSIX filesystems & removable media (e.g. built-in relational SQL database engines. GPU-accelerated graphics, compute, and media encode/decode. microphones.

Hardware 55

Hardware Games Java Media 55

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 145

Performance Cache Network Metrics 145

Smashing Magazine

JANUARY 7, 2019

Estimated Input Latency tells us if we are hitting that threshold, and ideally, it should be below 50ms. Depending on how much dynamic data you have, you might be able to "outsource" some part of the content to a static site generator , pushing it to a CDN and serving a static version from it, thus avoiding database requests.

Performance 103

Performance Cache Metrics Network 103