The Netflix TechBlog

NOVEMBER 29, 2023

In spite of reaching higher qualities than the fixed ladder, the HDR-DO ladder, on average, occupies only 58% of the storage space compared to fixed-bitrate ladder. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. 263–1–8 (2023) [ online ] [2] A. Choudhury, L. Krasula, S.

Open Source 252

Open Source Software Engineering Internet Internet 252

All Things Distributed

AUGUST 20, 2012

Managing Cold Storage with Amazon Glacier. With the introduction of Amazon Glacier , IT organizations now have a solution that removes the headaches of digital archiving and provides extremely low cost storage. All Things Distributed. Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud â??

Storage 122

Storage Cloud AWS Media 122

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. We accomplish this by paving the path to: Accessing and processing media data (e.g. We accomplish this by paving the path to: Accessing and processing media data (e.g.

Media 290

Media Storage Infrastructure Systems 290

The Netflix TechBlog

MARCH 14, 2023

By Guru Tahasildar , Amir Ziai , Jonathan Solórzano-Hamilton , Kelli Griggs , Vi Iyengar Introduction Netflix leverages machine learning to create the best media for our members. Media Search Platform (MSP) is the initiative to address these requirements. Media Search Platform (MSP) is the initiative to address these requirements.

Media 291

Media Innovation Energy Architecture 291

Dynatrace

JUNE 7, 2023

Kubernetes also gives developers freedom of choice when selecting operating systems, container runtimes, storage engines, and other key elements for their Kubernetes environments. Without having to worry about underlying infrastructure concerns, such as storage, security, and lifecycle management, developers can focus on writing code.

Open Source 211

Open Source Social Media Infrastructure Operating System 211

All Things Distributed

MARCH 31, 2010

Today Amazon Web Services takes another big step in making it easier to migrate legacy storage systems to the cloud through AWS Import/Export support for ingesting Punch Cards. AWS Import/Export accelerates moving large amounts of data into and out of AWS using portable storage media for transport.

Storage 78

Storage AWS Systems Transportation 78

The Netflix TechBlog

MARCH 12, 2021

In this post, we will share a behind-the-scenes look at how Netflix delivers technology and infrastructure to help production crews create and exchange media during production and post production stages. Lights, Camera, Media! Now that we understand what media workflows are, let’s take a look at some of the workflows we’ve enabled.

Media 174

Media Cloud Logistics Technology 174

KeyCDN

FEBRUARY 22, 2023

Each of these platforms offers a wide range of services and tools for web application development and deployment, including storage, databases, and serverless computing. Additionally, serverless architecture allows easy integration with other services and tools, such as databases and storage, which can speed up the development process.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Percona

AUGUST 29, 2023

Create the ConfigMap from 01-demo-init.yaml manifest: The init.sql does the following: Connects to demo - db database Creates schema media for user myuser Creates 2 tables – BLOG and AUTHORS in the schema I’m combining bootstrapping with the user and database creation functionality that the Operator also provides.

Storage 94

Storage Database Media Open Source 94

Percona

SEPTEMBER 19, 2023

This issue most often occurs when there is significant MySQL server activity during the backup operation, and the redo log file storage media operates faster than the backup storage media. When enabled by the DBA, Percona XtraBackup will detect the archived redo log files and will use it automatically.

C++ 104

C++ Servers Storage Speed 104

SQL Server According to Bob

DECEMBER 18, 2018

Device level flushing may have an impact on your I/O caching, read ahead or other behaviors of the storage system. Neal, Matt, and others from Windows Storage, Windows Azure Storage, Windows Hyper-V, … validating Windows behaviors. · Stable Media. Any storage device that can survive a power outage. Description.

Servers 90

Servers Media Cache Storage 90

The Netflix TechBlog

AUGUST 28, 2020

For example, two 1080p points with identical VMAF score or four 4K points with identical VMAF score, resulting in wasted bits and increased storage footprint. The optimized ladder entails a smaller storage footprint compared to the fixed-bitrate ladder. increasing bitrate results in an increasing VMAF score.

Network 330

Network Storage Innovation Mobile 330

The Netflix TechBlog

MAY 4, 2023

Given the scale of the data being generated using replay traffic, we record the responses from the two sides to a cost-effective cold storage facility using technology like Apache Iceberg. For instance, envision a response payload that delivers media streams for a playback session.

Traffic 339

Traffic Latency Tuning Systems 339

Dynatrace

APRIL 26, 2022

EM gives visibility into the user device and performance from the endpoint to provide information on CPU, memory, operating systems, storage, security, networks, and whether software is up to date. Endpoint monitoring (EM). Endpoints can be physical (i.e., PC, smartphone, server) or virtual (virtual machines, cloud gateways).

Monitoring 208

Monitoring Social Media IoT Metrics 208

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

The Netflix TechBlog

JULY 30, 2019

The Netflix Media Database (NMDB) is one such example. External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore. Netflix Conductor is maintained by the Media Workflow Infrastructure team.

Lambda 189

Lambda Media Open Source Metrics 189

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 103

Website Social Media Media Design 103

Smashing Magazine

OCTOBER 22, 2019

Instead, you can integrate your existing image server (on your web host) or external storage service (like S3) with ImageKit. Or you can use ImageKit’s Media Library to store your files. This is how easy it is to upload a new file to the ImageKit Media Library. Source: ImageKit ) ( Large preview ).

Mobile 62

Mobile Media Website Storage 62

All Things Distributed

MARCH 10, 2017

More and more we see stories appearing, like this one in HBR by MIT Media Lab's Joi Ito and crew. Finally, the 96 paper by Ross Anderson describes a decentralized storage system, from which recorded updates cannot be deleted. I hope these will enlighten your fundamental understanding of blockchain technology. "

Blockchain 119

Blockchain Media Internet Internet 119

Percona

AUGUST 17, 2023

PostgreSQL has powerful and advanced features, including asynchronous replication, full-text searches of the database, and native support for JSON-style storage, key-value storage, and XML. Social media platforms: Companies use PostgreSQL to manage user profiles, posts, connections, and interactions.

Open Source 76

Open Source Healthcare Social Media Database 76

SQL Performance

NOVEMBER 18, 2019

IT professionals are familiar with scoping the size of VMs with regards to vCPU, memory, and storage capacity. Storage optimized – High disk throughput and IO. and the overall size will determine the amount of temporary storage available. Premium storage support. VM Types and Sizes. VM Image Options. Generation.

Azure 76

Azure Benchmarking Storage Virtualization 76

Percona

SEPTEMBER 1, 2023

Web applications rely on databases to run the internet, powering everything from e-commerce platforms to social media networks to streaming services. Character encoding refers to the method used to represent characters as binary data for storage and transmission.

Performance 52

Performance Storage Social Media Database 52

All Things Distributed

JUNE 10, 2016

The specific example application provided in this repository enables users to upload photos and notes using Amazon Simple Storage Service (Amazon S3) and Amazon API Gateway respectively. The architecture can be created with an AWS CloudFormation template. The template does the following: Creates an S3 bucket named to hold your web app.

Lambda 109

Lambda Serverless AWS Architecture 109

SQL Server According to Bob

NOVEMBER 8, 2016

SSD media are measured in less than 4ms response times, usually a 1ms range. There are two ways to take advantage of non-volatile storage (NVDIMM) for SQL Server (Direct access or Block Device storage.). Block storage is what you think of today as disk access. Various log blocks can be in motion to stable media.

Cache 40

Cache Servers Media Storage 40

All Things Distributed

MAY 10, 2016

The specific example application provided in this repository enables users to upload photos and notes using Amazon Simple Storage Service (Amazon S3) and Amazon API Gateway respectively. The architecture can be created with an AWS CloudFormation template. The template does the following: Creates an S3 bucket named to hold your web app.

Lambda 105

Lambda Serverless AWS Architecture 105

Tech News Gather

JUNE 16, 2023

Database management: Choose a database management system that can handle large amounts of data and ensure efficient retrieval and storage. Establish a strong online presence: Create a compelling website and social media profiles for your UberEats clone. Popular choices include MySQL, PostgreSQL, or MongoDB.

Social Media 52

Social Media Tuning Strategy Media 52

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

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. Traditionally one of the major costs when moving data in and out of memory (be it to persistent media or over the network) is serialisation. in front of that memory , as we saw last week).

Hardware 56

Hardware Programming Media Storage 56

All Things Distributed

DECEMBER 18, 2017

French companies are using AWS to innovate in a secure way across industries as diverse as energy, financial services, manufacturing, media, pharmaceuticals and health sciences, retail, and more. I, for one, look forward to seeing many more innovative use cases enabled by the cloud at the next AWS Summit in France!

AWS 115

AWS Artificial Intelligence Education Energy 115

KeyCDN

OCTOBER 17, 2019

While bandwidth does continue to increase each year, so does the quality and size of most Internet media. What that means is that even though data can be transferred more quickly, the need for compressing media into smaller files without losing visual quality has not gone away. Why is AVIF Better than its Competitors?

Media 43

Media Internet Internet Speed 43

The Netflix TechBlog

NOVEMBER 6, 2023

Video embeddings are precomputed on the shot level, stored in our media feature store , and replicated to an elastic search cluster for real-time nearest neighbor queries. If you’re interested in more details, see our other post covering the Media Understanding Platform. Conclusion Finding a needle in a haystack is hard.

Media 225

Media Social Media Tuning Efficiency 225

All Things Distributed

FEBRUARY 11, 2013

I spent a lot of time talking to AWS customers who were also in New Orleans, many of them who work with media, and all emphasized that transcoding fits naturally with services that we already offer like storage ( Amazon S3 and Glacier ) and delivery ( Amazon CloudFront ).

AWS 105

AWS Media Scalability Storage 105

The Morning Paper

MARCH 17, 2020

Optane DIMMs have lower latency and higher bandwidth than storage devices connected over PCIe (including Optane SSDs), and present a memory address-based interface as opposed to a block-based NVMe interface. The physical media is accessed in chunks of 256 bytes (an XPLine). Optane DIMMs are here!

Scalability 59

Scalability Latency Cache Media 59

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 125

Cache Performance Servers Social Media 125

All Things Distributed

AUGUST 17, 2011

As some of you may remember I was pretty excited when Amazon Simple Storage Service (S3) released its website feature such that I could serve this weblog completely from S3. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. At werner.ly Syndication. Subscribe to this weblogs.

Servers 126

Servers Social Media AWS Website 126

All Things Distributed

DECEMBER 8, 2016

It relies on the scale and power of Amazon Simple Storage Service (Amazon S3) to deliver in-region storage options to businesses and organizations across the world in Canada, Japan, Singapore, Australia, Ireland, Germany, and the U.S., as part of its Box Zones ecosystem. Market expansion.

AWS 155

AWS Cloud Lambda Innovation 155

All Things Distributed

JULY 16, 2012

There are sessions in many different categories: Architecture, Big Data, HPC, Computer & Networking, Storage, Databases, Security, Tools & Languages, Media Sharing & Content Delivery, Managing AWS Resources, Enterprise IT, Mobile, Start-up, and more.

AWS 85

AWS Big Data Media Storage 85