The Netflix TechBlog

OCTOBER 27, 2020

Usually Data scientists and engineers write Extract-Transform-Load (ETL) jobs and pipelines using big data compute technologies, like Spark or Presto , to process this data and periodically compute key information for a member or a video. The processed data is typically stored as data warehouse tables in AWS S3.

Latency 243

Latency Storage Big Data Tuning 243

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. Government and Big Data. All Things Distributed. Comments (). Cloud Readyâ??;

AWS 111

AWS Government Big Data Cloud 111

Dynatrace

APRIL 11, 2023

What the convergence of observability and security means for dev s – DevOps.com article To help developers build for the future and address security concerns, it is imperative they rethink the way they are collecting, operationalizing, and storing different types of data from a variety of sources. Learn more with the 2022 InfoSec guide.

Cloud 192

Cloud DevOps Open Source Retail 192

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 121

AWS Cloud Scalability Storage 121

All Things Distributed

NOVEMBER 15, 2016

Previously, I wrote about Amazon QuickSight , a new service targeted at business users that aims to simplify the process of deriving insights from a wide variety of data sources quickly, easily, and at a low cost. Put simply, data is not always readily available and accessible to organizational end users.

Analytics 152

Analytics Availability Media Social Media 152

All Things Distributed

OCTOBER 7, 2015

However, the data infrastructure to collect, store and process data is geared toward developers (e.g., In AWS’ quest to enable the best data storage options for engineers, we have built several innovative database solutions like Amazon RDS, Amazon RDS for Aurora, Amazon DynamoDB, and Amazon Redshift.

Cloud 137

Cloud Big Data AWS Analytics 137

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 134

AWS Website Storage Servers 134

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 202

Java Scalability Traffic Architecture 202

The Netflix TechBlog

OCTOBER 15, 2019

Another thread or process is constantly polling events from the log table and writes them to one or multiple datastores, optionally removing events from the log table after acknowledged by all datastores. CDC (Change-Data-Capture) events are sent by the Delta-Connector to a Keystone Kafka topic.

Transportation 192

Transportation Architecture Processing Storage 192

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. On the other hand, these optimizations themselves need to be sufficiently inexpensive to justify their own processing cost over the gains they bring.

Storage 203

Storage Latency Efficiency Data Engineering 203

All Things Distributed

APRIL 27, 2011

To do so, weve leaned heavily on the core principles from the distributed systems and database research communities and invented from there. Technology infuses all of our teams, all of our processes, our decision-making, and our approach to innovation in each of our businesses. Driving Storage Costs Down for AWS Customers.

Technology 151

Technology Technology AWS Storage 151

All Things Distributed

AUGUST 17, 2011

But while this blog happily runs out of S3, the process of creating and updating the content still required a server to run my Moveable Type installation and hold the database. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. Countdown to What is Next in AWS.

Servers 126

Servers Social Media AWS Website 126

The Morning Paper

JUNE 23, 2019

Factor VI in the 12-factor app manifesto , “Execute the app as one or more stateless processes,” to be dropped and replaced with “Execute the app as one or more stateful processes.” session state that you want to survive an application process crash), and to keep the application server/services layer stateless.

Cache 79

Cache Latency Google Lambda 79

All Things Distributed

MARCH 28, 2011

The methods for accessing these objects is also rapidly changing; where in the past you needed a PC or a Laptop to access these objects, now many of our electronic devices have become capable of processing them. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. All postings.

AWS 138

AWS Cloud Storage Internet 138

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. To get started using Spot or for more details visit the Amazon EC2 Spot Instance web page, the AWS developer blog , and the EC2 Release Notes. Contact Info.

AWS 85

AWS Storage Cloud Big Data 85

All Things Distributed

NOVEMBER 15, 2010

From financial processing and traditional oil & gas exploration HPC applications to integrating complex 3D graphics into online and mobile applications, the applications of GPU processing appear to be limitless. Because of its focus on latency, the generic CPU yielded rather inefficient system for graphics processing.

AWS 136

AWS Latency Programming Architecture 136

All Things Distributed

JULY 13, 2010

Customers with complex computational workloads such as tightly coupled, parallel processes, or with applications that are very sensitive to network performance, can now achieve the same high compute and networking performance provided by custom-built infrastructure while benefiting from the elasticity, flexibility and cost advantages of Amazon EC2.

Cloud 118

Cloud AWS Automotive Latency 118

All Things Distributed

DECEMBER 3, 2009

In the traditional boot process, the root partition of the image will be the local disk, which is created and populated at boot time. In the new Amazon EBS boot process, the root partition is an Amazon EBS volume, which is created at boot time from an Amazon EBS snapshot. Driving Storage Costs Down for AWS Customers.

AWS 60

AWS Storage Operating System Cloud 60