The Netflix TechBlog

OCTOBER 27, 2020

By Tianlong Chen and Ioannis Papapanagiotou Netflix has more than 195 million subscribers that generate petabytes of data everyday. Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy.

Latency 249

Latency Storage Big Data Tuning 249

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 223

Infrastructure Big Data Transportation Architecture 223

All Things Distributed

DECEMBER 13, 2016

In November 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in the United Kingdom. Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide.

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AWS Cloud Artificial Intelligence IoT 163

The Netflix TechBlog

OCTOBER 18, 2022

by Jun He , Akash Dwivedi , Natallia Dzenisenka , Snehal Chennuru , Praneeth Yenugutala , Pawan Dixit At Netflix, Data and Machine Learning (ML) pipelines are widely used and have become central for the business, representing diverse use cases that go beyond recommendations, predictions and data transformations.

Java 208

Java Scalability Traffic Architecture 208

The Netflix TechBlog

DECEMBER 21, 2020

By Anupom Syam Background At Netflix, our current data warehouse contains hundreds of Petabytes of data stored in AWS S3 , and each day we ingest and create additional Petabytes. Some of the optimizations are prerequisites for a high-performance data warehouse. Iceberg plans to enable this in the form of delta files.

Storage 209

Storage Latency Efficiency Data Engineering 209

All Things Distributed

AUGUST 18, 2011

Driving down the cost of Big-Data analytics. The Amazon Elastic MapReduce (EMR) team announced today the ability to seamlessly use Amazon EC2 Spot Instances with their service, significantly driving down the cost of data analytics in the cloud. However, this cannot be done without efficient, scalable data analytics.

Big Data 104

Big Data Analytics AWS Cloud 104

All Things Distributed

DECEMBER 12, 2018

In April 2017, Amazon Web Services announced that it would launch a new AWS infrastructure region Region in Sweden. Today, I'm happy to announce that the AWS Europe (Stockholm) Region, our 20th Region globally, is now generally available for use by customers. Public sector.

AWS 121

AWS Cloud Games Serverless 121

All Things Distributed

DECEMBER 8, 2016

Earlier this year, Amazon Web Services (AWS) announced it would launch a new AWS infrastructure region in Montreal, Quebec. The AWS Cloud now operates in 40 Availability Zones within 15 geographic regions around the world, with seven more Availability Zones and three more regions coming online in China, France, and the U.K.

AWS 145

AWS Cloud Lambda Innovation 145

DZone

MAY 14, 2020

We are, of course, referring to the Amazon EC2 M6g instances powered by AWS Graviton2 processors. The numbers were quite exciting with the AWS Graviton2 living up to the hype, we hope you enjoy! The performance claims made and the hype surrounding the Graviton2 had us itching to see how our high-performance database would perform.

AWS 130

AWS Benchmarking Database Performance 130

All Things Distributed

NOVEMBER 5, 2015

Yesterday, AWS evangelist Jeff Barr wrote that AWS will be opening a region in South Korea in early 2016 that will be our 5th region in Asia Pacific. The AWS UK region will be our third in the European Union (EU), and we're shooting to have it ready by the end of 2016 (or early 2017).

AWS 167

AWS Retail Entertainment IoT 167

Dynatrace

JUNE 29, 2022

Hybrid cloud architecture is a computing environment that shares data and applications on a combination of public clouds and on-premises private clouds. A hybrid cloud, however, combines public infrastructure and services with on-premises resources or a private data center to create a flexible, interconnected IT environment.

Infrastructure 195

Infrastructure Cloud Azure AWS 195

The Netflix TechBlog

JUNE 7, 2021

At much less than 1% of CPU and memory on the instance, this highly performant sidecar provides flow data at scale for network insight. Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices.

Network 326

Network Transportation AWS Cloud 326

The Netflix TechBlog

MAY 26, 2020

Service Segmentation: The ease of the cloud deployments has led to the organic growth of multiple AWS accounts, deployment practices, interconnection practices, etc. VPC Flow Logs VPC Flow Logs is an AWS feature that captures information about the IP traffic going to and from network interfaces in a VPC. 43416 5001 52.213.180.42

Network 152

Network Tuning AWS Traffic 152

Abhishek Tiwari

JULY 7, 2023

In the era of big data and complex data processing, data pipelines have emerged as a popular solution for managing and manipulating data. They provide a systematic approach to extract, transform, and load (ETL) data from various sources, enabling organizations to derive valuable insights.

Logistics 52

Logistics Transportation Scalability Data Engineering 52

Dynatrace

JANUARY 16, 2023

The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing. Big data : To store, search, and analyze large datasets, 32% of organizations use Elasticsearch.

Open Source 351

Open Source Java Operating System Programming 351

All Things Distributed

JANUARY 6, 2016

In November, Amazon Web Services announced that it would launch a new AWS infrastructure region in South Korea. For example, Samsung Electronic Printing used AWS to deploy its Printing Apps Center in a way that didn’t require them to invest up-front capital and kept total costs quite low.

AWS 105

AWS Cloud Games Latency 105

All Things Distributed

JUNE 26, 2016

In June 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in India. Examples of continuous sensing are found in the managed cloud platform built by Rachio on AWS IoT to enable the secure interaction of its connected devices with cloud applications/other devices. The opportunity to revolutionize.

AWS 82

AWS Cloud Healthcare Blockchain 82

The Netflix TechBlog

APRIL 29, 2019

takes place in Amazon Web Services (AWS), whereas everything that happens afterwards (i.e., Device interaction for the collection of health and other operational data is yet another Python application. We also use Python to detect sensitive data using Lanius. are you logged in? what plan do you have? what do you want to watch?)

Open Source 280

Open Source Network Infrastructure Big Data 280

Scalegrid

MARCH 14, 2024

Implementing a hybrid cloud solution involves careful decision-making regarding application and data placement, migration strategies, and choosing compatible cloud service providers while ensuring seamless integration and addressing security and compliance challenges.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

All Things Distributed

AUGUST 16, 2011

Expanding the Cloud - The AWS GovCloud (US) Region. Today AWS announced the launch of the AWS GovCloud (US) Region. The concept of regions gives AWS customers control over the placement of their resources and services. All Things Distributed. Werner Vogels weblog on building scalable and robust distributed systems.

AWS 102

AWS Government Big Data Cloud 102

All Things Distributed

MAY 27, 2015

Over a year ago the AWS team opened a "pop-up loft" in San Francisco at 925 Market Street. The goal of opening the loft was to give developers an opportunity to get in-person support and education on AWS, to network, get some work done, or just hang out with peers. Usually $30 each, these labs are offered for free in the AWS loft.

AWS 85

AWS Education Big Data Games 85

All Things Distributed

SEPTEMBER 26, 2014

The AWS Loft is all about helping you scale and grow your business by offering free AWS technical resources. The AWS Loft is all about helping you scale and grow your business by offering free AWS technical resources. Take a look at the AWS Loft homepage. What’s Happening at the AWS Loft.

AWS 104

AWS Games Education Innovation 104

All Things Distributed

DECEMBER 14, 2011

Introducing the AWS South America (Sao Paulo) Region. Today, Amazon Web Services is expanding its worldwide coverage with the launch of a new AWS Region in Sao Paulo, Brazil. Several prominent South American customers have been using AWS since the early days. Additionally, it allows them to keep their data inside of Brazil.

AWS 112

AWS Latency Storage Cloud 112

All Things Distributed

DECEMBER 20, 2017

How companies can use ideas from mass production to create business with data. In this way, designers are part of an ecosystem in which the functionalities of simulations, data and people come together, enabling them to develop better products faster. Value creation through data. Strategically, IT doesn't matter.

Artificial Intelligence 74

Artificial Intelligence Social Media Logistics AWS 74

Percona

OCTOBER 18, 2023

release , we added support for physical backups and restores to significantly reduce Recovery Time Objective ( RTO ), especially for big data sets. However, the problem of losing data between backups – in other words, Recovery Point Objective (RPO) – for physical backups was not solved. serverSideEncryption section.

Best Practices 95

Best Practices Storage AWS Big Data 95

All Things Distributed

JULY 16, 2012

Register for AWS re: Invent. The first annual AWS user and partner conference will be held November 27-29 at The Venetian in Las Vega. General registration opens up on July 25, 2012, however active AWS customers will get a chance to jump the line and start registering on July 20. All Things Distributed. Comments ().

AWS 75

AWS Big Data Media Storage 75

High Scalability

MAY 26, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). You will be designing and implementing distributed systems : large-scale web crawling platform, integrating Deep Learning based web data extraction components, working on queue algorithms, large datasets, creating a development platform for other company departments, etc.

Education 100

Education AWS Software Engineering Scalability 100

All Things Distributed

JULY 7, 2011

Expanding the Cloud - AWS Import/Export Support for Amazon EBS. The AWS Import/Export team has announced today that they have expanded their functionality significantly by adding Import into Amazon EBS. AWS Import/Export transfers data off of storage devices using Amazons high-speed internal network and bypassing the Internet.

AWS 86

AWS Cloud Storage Internet 86

All Things Distributed

MARCH 2, 2011

Expanding the Cloud - Introducing the AWS Asia Pacific (Tokyo) Region. Today Amazon Web Services is expanding its world-wide coverage with the launch of a new AWS Region located in Tokyo, Japan. The advanced Asia Pacific network infrastructure also makes the AWS Tokyo Region a viable low-latency option for customers from South Korea.

AWS 104

AWS Cloud Games Latency 104

Dynatrace

APRIL 11, 2023

Log4Shell required many organizations to take devices and applications offline to prevent malicious attackers from gaining access to IT systems and sensitive data. As a result, organizations need to be vigilant in identifying and addressing vulnerabilities to protect their systems and data.

Cloud 200

Cloud DevOps Open Source Retail 200

All Things Distributed

OCTOBER 7, 2015

We live in a world where massive volumes of data are generated from websites, connected devices and mobile apps. In such a data intensive environment, making key business decisions such as running marketing and sales campaigns, logistic planning, financial analysis and ad targeting require deriving insights from these data.

Cloud 127

Cloud Big Data AWS Analytics 127

All Things Distributed

FEBRUARY 25, 2011

Simplifying IT - Create Your Application with AWS CloudFormation. With the launch of AWS CloudFormation today another important step has been taken in making it easier for customers to deploy applications to the cloud. Creating and managing these environments was a pain that AWS CloudFormation set out to relieve. Comments ().

AWS 111

AWS Cloud Scalability Storage 111

All Things Distributed

FEBRUARY 17, 2011

New AWS feature: Run your website from Amazon S3. All of this can be done from the AWS console as well as with the AWS SDKs. More details about the website feature of Amazon S3 can be found here and in Jeff Barrs blog post on the AWS developer blog. Driving Storage Costs Down for AWS Customers. Comments ().

AWS 128

AWS Website Storage Servers 128

All Things Distributed

JANUARY 11, 2011

DROAM - Dreaming about Cheap Data Roaming. The one thing that I have always struggled with during my travels are the data plans of the cell phone companies. This international data mess has been a frequent conversation topic with fellow travelers and no one has a good, simple and reliable solution. Comments (). Contact Info.

Wireless 98

Wireless AWS Traffic Internet 98

All Things Distributed

JUNE 29, 2011

Driving Bandwidth Cost Down for AWS Customers. Any work we can do to improve over these dimensions generates long term benefits for AWS customers. Our solution architects work with customers to look for opportunities to exploit elasticity in AWS setups which can lead to significant savings in operational cost. Comments ().

AWS 95

AWS Retail Innovation Strategy 95

All Things Distributed

AUGUST 19, 2011

Job Openings in AWS - Senior Leader in Database Services. This week it is an opening for senior leaders with AWS Database Services. AWS Database Services is responsible for setting the database strategy and delivering distributed structured storage services to our AWS customers. Countdown to What is Next in AWS.

AWS 70

AWS Database Storage Scalability 70

All Things Distributed

JANUARY 19, 2011

AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud. Additionally customers are not restricted to AWS services; they can mix-and-match services from other providers to best meet their needs. There are some excellent platforms running on AWS that do precisely this; Ruby on Rails developers have Heroku. Comments ().

AWS 109

AWS Cloud Java Scalability 109