The Netflix TechBlog

FEBRUARY 16, 2021

However, with our rapid product innovation speed, the whole approach experienced significant challenges: Business Complexity: The existing SKU management solution was designed years ago when the engagement rules were simple?—?three three plans and one offer homogeneously applied to all regions. Business Rules?—?SKURules:

Mobile 209

Mobile Engineering Infrastructure Scalability 209

High Scalability

APRIL 14, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Learn to balance architecture trade-offs and design scalable enterprise-level software. Who's Hiring? InterviewCamp.io Try out their platform.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Learn to balance architecture trade-offs and design scalable enterprise-level software. Who's Hiring? InterviewCamp.io Try out their platform.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

APRIL 28, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Learn to balance architecture trade-offs and design scalable enterprise-level software. Who's Hiring? InterviewCamp.io Try out their platform.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MAY 26, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Learn to balance architecture trade-offs and design scalable enterprise-level software. Who's Hiring? InterviewCamp.io Try out their platform.

Education 100

Education AWS Software Engineering Scalability 100

The Netflix TechBlog

OCTOBER 27, 2020

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. The processed data is typically stored as data warehouse tables in AWS S3. Moving data with Bulldozer at Netflix.

Latency 243

Latency Storage Big Data Tuning 243

High Scalability

MARCH 30, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). Level up on in-demand technologies and prep for your interviews on Educative.io, featuring popular courses like the bestselling Grokking the System Design Interview.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MARCH 24, 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 105

Education Software Engineering Engineering Big Data 105

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

The Netflix TechBlog

DECEMBER 21, 2020

We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 203

Storage Latency Efficiency Data Engineering 203

ACM Sigarch

MAY 31, 2023

Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging big-data applications. The memory bandwidth will be a key player because the traditional method to add memory bandwidth by adding memory channels is not scalable.

Latency 52

Latency Hardware Cache Architecture 52

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. The Cloud First strategy is most visible with new Federal IT programs, which are all designed to be â??Cloud Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics.

AWS 113

AWS Government Big Data Cloud 113

All Things Distributed

AUGUST 22, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Caching has become a standard component in many applications to achieve a fast and predictable performance, but maintaining a collection of cache servers in a reliable and scalable manner is not a simple task. Driving down the cost of Big-Data analytics.

Cloud 117

Cloud Cache AWS Storage 117

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. The service redundantly stores data in multiple facilities and on multiple devices within each facility, as Amazon Glacier is designed to provide average annual durability of 99.999999999% for each item stored. designed for 11 ninesâ??) Comments ().

Storage 122

Storage Cloud AWS Media 122

The Morning Paper

SEPTEMBER 19, 2019

Hyper Dimension Shuffle describes how Microsoft improved the cost of data shuffling, one of the most costly operations, in their petabyte-scale internal big data analytics platform, SCOPE. What if the network was no longer the bottleneck? Maybe we should be switching to active-memory replication ?

Blockchain 46

Blockchain Hardware Google Analytics 46

All Things Distributed

MARCH 2, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Japanese companies and consumers have become used to low latency and high-speed networking available between their businesses, residences, and mobile devices. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 114

AWS Cloud Games Latency 114

All Things Distributed

MARCH 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Up to 200 developers and designers will get together to hack up interesting applications using the Internets APIs and SDKs. To make it easy we have free AWS usage credits available onsite for who ever needs them. All Things Distributed. Comments ().

AWS 96

AWS Internet Internet Storage 96

All Things Distributed

JULY 11, 2011

Werner Vogels weblog on building scalable and robust distributed systems. With this change, we will improve the granularity of pricing information you receive by introducing a Spot Instance price per Availability Zone rather than a Spot Instance price per Region. Driving down the cost of Big-Data analytics. Comments ().

AWS 87

AWS Storage Cloud Big Data 87

All Things Distributed

MAY 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics. All Things Distributed. New Route 53 and ELB features: IPv6, Zone Apex, WRR and more. Comments ().

Internet 114

Internet Internet AWS Scalability 114

KeyCDN

OCTOBER 2, 2018

Codrops Codrops features blogs with topics ranging from UI design and page animations to image formatting and general JavaScript practices. A List Apart A List Apart focuses on UX and branding from business and design-oriented perspectives. Topics include web design, security, web-based tools and workflows and more.

Development 75

Development Website Design Code 75

All Things Distributed

JANUARY 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. A whole range of innovative new services, ranging from media conversion to geo-location-context services have been developed by our customers using this flexibility and are available in the AWS ecosystem. All Things Distributed. Comments ().

AWS 115

AWS Cloud Java Scalability 115

All Things Distributed

DECEMBER 5, 2010

Werner Vogels weblog on building scalable and robust distributed systems. I am very excited that today we have launched Amazon Route 53, a high-performance and highly-available Domain Name System (DNS) service. Route 53 provides Authoritative DNS functionality implemented using a world-wide network of highly-available DNS servers.

Cloud 117

Cloud Internet Internet AWS 117

All Things Distributed

JULY 3, 2011

Werner Vogels weblog on building scalable and robust distributed systems. There is a tremendous interest in using the AWS multi-Availability Zone features for disaster prevention and recovery in the wake of the March 11 earthquake. I will update this posting as more details about public events become available. APAC Summer Tour.

AWS 68

AWS Storage Big Data Cloud 68

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. We have expanded the AWS footprint in the US and starting today a new AWS Region is available for use: US-West (Northern California). AWS is committed to making its services available at low cost. Driving down the cost of Big-Data analytics.

AWS 60

AWS Cloud Latency Storage 60

Highly Scalable

MARCH 1, 2012

NoSQL databases are often compared by various non-functional criteria, such as scalability, performance, and consistency. First, we should note that SQL and relational model in general were designed long time ago to interact with the end user. The main design theme is “ What answers do I have?” ” .

Database 279

Database Ecommerce Efficiency Engineering 279

All Things Distributed

JULY 13, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Cluster Computer Instances for Amazon EC2 are a new instance type specifically designed for High Performance Computing applications. Cluster Compute Instances for Amazon EC2 change the HPC game for two important reasons: Access to scalable on-demand capacity.

Cloud 119

Cloud AWS Automotive Latency 119

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. Today a powerful new feature is available for our Amazon EC2 customers: the ability to boot their instances from Amazon EBS (Elastic Block Store). A wide variety of operating systems and software configurations is available for use. Comments ().

AWS 60

AWS Storage Operating System Cloud 60

All Things Distributed

APRIL 28, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Availability - The cloud makes it possible to build resilient applications to make sure they can survive different failure scenarios. The Asia Pacific (Singapore) region launches with two Availability Zones. Driving down the cost of Big-Data analytics.

AWS 61

AWS Cloud Latency Storage 61

Highly Scalable

MARCH 10, 2015

This article describes six major optimization problems related to marketing and pricing that can be solved leveraging data mining techniques. Although these problems are very different, we are trying to establish a common framework that helps to design optimization and data mining tasks required for solutions.

Retail 152

Retail C++ Analytics Metrics 152

All Things Distributed

DECEMBER 13, 2009

Werner Vogels weblog on building scalable and robust distributed systems. You are assured that your Reserved Instance will always be available in the Availability Zone in which you purchased it. This snapshot-restart technique is a well known methodology already available to many batch oriented applications. Comments ().

Cloud 63

Cloud AWS Storage Innovation 63

Percona

JANUARY 14, 2019

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). With the latest ClickHouse version, all of these features are available, but some of them may not perform fast enough. At the same time, it was not originally designed that way. Text search.

Database 40

Database Analytics Blockchain Healthcare 40

All Things Distributed

DECEMBER 13, 2016

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. Fraud.net use AWS to support highly scalable, big data applications that run machine learning processes for real-time analytics.

AWS 166

AWS Cloud Artificial Intelligence IoT 166

All Things Distributed

APRIL 27, 2011

Werner Vogels weblog on building scalable and robust distributed systems. The storage systems weve pioneered demonstrate extreme scalability while maintaining tight control over performance, availability, and cost. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Comments ().

Technology 151

Technology Technology AWS Storage 151

All Things Distributed

MARCH 28, 2011

Werner Vogels weblog on building scalable and robust distributed systems. As a big music fan with well over 100Gb in digital music I am particularly excited that I now have access to all my digital music anywhere I go. All Things Distributed. Music to my Ears - Introducing Amazon Cloud Drive and Amazon Cloud Player. Comments ().

AWS 138

AWS Cloud Storage Internet 138

All Things Distributed

FEBRUARY 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. been running at a traditional hosting site for many years until this preferred simple solution became available: today marks that day and I couldnt be happier about it. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 134

AWS Website Storage Servers 134

All Things Distributed

FEBRUARY 25, 2011

Werner Vogels weblog on building scalable and robust distributed systems. They had taken the approach that they would not only be offering their software as a scalable multi-tenant product but also as a single tenant environment for customers that want to have their own isolated environment. All Things Distributed. Comments ().

AWS 123

AWS Cloud Scalability Storage 123

All Things Distributed

FEBRUARY 24, 2010

Werner Vogels weblog on building scalable and robust distributed systems. These new features will make it easier to transition those applications to SimpleDB that are designed with traditional database tools in mind. Data Consistency Models in the Amazon Services. All Things Distributed. Choosing Consistency. Comments ().

AWS 70

AWS Latency Database Scalability 70