The Netflix TechBlog

DECEMBER 3, 2019

On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. By design, Metaflow is a deceptively simple Python library: Data scientists can structure their workflow as a Directed Acyclic Graph of steps, as depicted above.

Open Source 232

Open Source AWS Infrastructure Energy 232

Smashing Magazine

JULY 14, 2021

Frustrating Design Patterns: Broken Filters. Frustrating Design Patterns: Broken Filters. Part Of: Design Patterns. Designing For The Comfortable Range. A well-designed filter in a well-designed trip planner UI. Vitaly Friedman. 2021-07-14T13:30:00+00:00. 2021-07-14T14:23:10+00:00. Filters are everywhere.

Design 143

Design Retail Ecommerce Mobile 143

All Things Distributed

OCTOBER 10, 2013

I am very excited to announce AWS Activate , a program designed to provide startups with the resources they need to build applications on AWS. Startups will forever be a very important customer segment of AWS. When we launched AWS the original mission was. You can learn more and sign up at AWS Activate.'

AWS 124

AWS Best Practices Infrastructure Programming 124

Dynatrace

JUNE 15, 2021

The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” Fact #1: AWS EC2 outage properly documented. There really was an outage and AWS did a great job notifying their users about any service disruptions via their AWS Service Health Dashboard. Ready to learn more? Then read on!

AWS 198

AWS Traffic Architecture Azure 198

All Things Distributed

MARCH 19, 2018

For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. Now, thousands of customers are trying Amazon SageMaker and building ML models on top of their data lakes in AWS.

Scalability 159

Scalability Hardware AWS Tuning 159

The Netflix TechBlog

DECEMBER 3, 2019

On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. By design, Metaflow is a deceptively simple Python library: Data scientists can structure their workflow as a Directed Acyclic Graph of steps, as depicted above.

Open Source 134

Open Source AWS Infrastructure Energy 134

The Netflix TechBlog

MAY 21, 2019

The device ecosystem is rich with partners ranging from Silicon-on-Chip (SoC) manufacturers, Original Design Manufacturer (ODM) and Original Equipment Manufacturer (OEM) vendors. Solving the above problems could help Netflix and our Partners save time and money during the entire lifecycle of device design, build, test, and certification.

Testing 163

Testing AWS Lambda Network 163

Percona

AUGUST 21, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. It is a freely available MongoDB database alternative, giving you a single solution that combines enterprise components from the open source community, designed and tested to work together.

Open Source 83

Open Source AWS Servers Database 83

High Scalability

MAY 26, 2020

has hours of system design content. They also do live system design discussions every week. Learn the stuff they don't teach you in the AWS docs. Filter out the distracting hype, and focus on the parts of AWS that you'd be foolish not to use. Learn the Good Parts of AWS. Who's Hiring? InterviewCamp.io

Education 100

Education AWS Software Engineering Scalability 100

High Scalability

NOVEMBER 9, 2018

You can now train CIFAR10 for just $0.06 AMD is now using the second-gen Infinity Fabric to connect a multi-chip design with a 14nm I/O die serving as the linchpin of the design. The R5a, M5a and T3a instances purportedly will offer a 10% price-to-performance advantage over AWS's other cloud instances.

Internet 192

Internet Internet Scalability Blockchain 192

All Things Distributed

SEPTEMBER 25, 2017

Today, I am excited to announce plans for Amazon Web Services (AWS) to bring an infrastructure Region to the Middle East! Based in Bahrain, this will be the first Region for AWS in the Middle East. This news marks the 22nd AWS Region we have announced globally. 2017 continues a busy year for AWS in the Middle East.

Cloud 152

Cloud Education Energy Government 152

O'Reilly

OCTOBER 19, 2021

In effect, the engineer designs and builds the world wherein the software operates. Since the needs of data-intensive applications are diverse, it is useful to have a general-purpose compute layer that can handle different types of tasks from IO-heavy data processing to training large models on GPUs. Software Development Layers.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

O'Reilly

OCTOBER 12, 2021

Kevlin Henney and I were riffing on some ideas about GitHub Copilot , the tool for automatically generating code base on GPT-3’s language model, trained on the body of code that’s in GitHub. Some of them are awful. Second: Copilot was trained on the body of code in GitHub. First, we wondered about code quality.

Code 118

Code Programming C++ Testing 118

O'Reilly

NOVEMBER 28, 2023

Training models and developing complex applications on top of those models is becoming easier. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). report that the difficulty of training a model is a problem.

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

Adrian Cockcroft

JANUARY 17, 2022

The need for systems to be resilient is still increasing, and chaos engineering tools and techniques are developing as a key way to validate that resilience is working as designed. For example AWS launched an instance type with 800 Gbits/s of network bandwith in 2021.

Serverless 98

Serverless Hardware AWS Architecture 98

Scalegrid

MAY 13, 2020

It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. Greenplum Architectural Design.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Percona

JANUARY 30, 2023

Percona Distribution for MySQL is a single solution with the most critical enterprise components from the MySQL open source community, designed and tested to work together. Percona Distribution for MySQL (PS-Based Variant) 8.0.30 (Update) An update to the release of Percona Distribution for MySQL (PS-based variant) 8.0.30

Open Source 84

Open Source Storage AWS Cloud 84

Scalegrid

JANUARY 9, 2024

These assist with identifying vulnerabilities through conducting thorough assessments and scanning activities specifically designed for evaluating configurations related to storage and overall vulnerability within the company’s chosen cloud service provider(s). This enabled them to effectively manage and safeguard their air quality data.

Strategy 130

Strategy Cloud Best Practices Government 130

O'Reilly

MARCH 23, 2023

which has received some specialized training. with specialized training. Sydney is based on GPT-4, 1 with additional training. Kosmos-1 Developed by Microsoft, and trained on image content in addition to text. They’ve all had additional specialized training; and they all have a reasonably well-designed user interface.

Google 103

Google Open Source Programming Code 103

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow.

Java 202

Java Scalability Traffic Architecture 202

O'Reilly

JANUARY 10, 2023

Intellectual property is one issue: GitHub is already being sued because CoPilot’s output can reproduce code that it was trained on, without regard for the code’s initial license. UI design is important–and UI design for AI application is a topic that hasn’t been adequately explored.

Blockchain 98

Blockchain Google Programming Media 98

Dynatrace

NOVEMBER 12, 2021

A new generation of automated solutions — designed to provide end-to-end observability of assets, applications, and performance across legacy and cloud systems — make that job easier, says Federal Chief Technology Officer Willie Hicks at Dynatrace. AI that uses machine learning requires a slower process in order to train its algorithms.

Cloud 180

Cloud Monitoring Network Azure 180

Scalegrid

JANUARY 12, 2024

High availability storage options within the context of cloud computing involve highly adaptable storage solutions specifically designed for storing vast amounts of data while providing easy access to it. Storage is a critical aspect to consider when working with cloud workloads. Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

The Netflix TechBlog

DECEMBER 11, 2020

We partnered with Netflix’s Developer Experience (DevEx) team to build out documentation, training materials, and tutorials for developers. Our goal was to design a GraphQL schema that was reflective of the domain itself, not the database model. Embracing a collaborative schema design approach was essential to achieving this goal.

Architecture 249

Architecture Best Practices Engineering Open Source 249

Scalegrid

JANUARY 11, 2024

Native tools, such as CloudWatch from AWS, have more extensive integrations and provide comprehensive protection for data in the cloud compared to their third-party counterparts. For example, Blumira offers a third-party solution while AWS provides its own with CloudWatch.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Percona

DECEMBER 18, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. It is a freely available MongoDB database alternative, giving you a single solution that combines enterprise components from the open source community, designed and tested to work together.

Monitoring 87

Monitoring Open Source Servers Scalability 87

High Scalability

OCTOBER 24, 2022

There is no structural separation as there is with a train service. For example, AWS created Nitro. Nitro is a revolutionary combination of purpose-built hardware and software designed to provide performance and security. Would Nitro have been invented if AWS was restricted to being a platform provider?

Cloud 187

Cloud Hardware Infrastructure Innovation 187

The Netflix TechBlog

OCTOBER 16, 2019

Gutenberg allows browsing older versions of data for use cases such as debugging, rapid mitigation of data related incidents, and re-training of machine-learning models. This post is a high level overview of the design and architecture of Gutenberg. for example to train machine-learned models.

Cache 187

Cache Architecture Metrics Java 187

The Netflix TechBlog

APRIL 29, 2019

takes place in Amazon Web Services (AWS), whereas everything that happens afterwards (i.e., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in? what plan do you have? what do you want to watch?)

Open Source 279

Open Source Network Infrastructure Big Data 279

High Scalability

AUGUST 3, 2018

Paco Nathan : Frankly, I’d feel a lot more comfortable sending my kids off to school in a self-driving bus if the machine learning models hadn’t been trained solely by Google’s proprietary data. Department of Homeland Security has designated 16 sectors of infrastructure as 'critical', and 14 of them depend on GPS.

Internet 113

Internet Internet Scalability Blockchain 113

Adrian Cockcroft

JANUARY 20, 2023

Clouds using Ethernet that are multipath optimized using libfabric and features like EFA on AWS are going to be increasingly competitive, and Ethernet will replace other interconnects between racks. The emergence of chiplet technology also allows higher performance and integration without having to design every chip from scratch.

Architecture 52

Architecture Latency Benchmarking AWS 52

IO River

NOVEMBER 2, 2023

It’s not just limited to cloud resources like AWS and Azure; Terraform is versatile, extending its capabilities to key performance areas like Content Delivery Network (CDN) management, ensuring efficient content delivery and optimal user experience.‍Started This offers not just an audit train but an “audit trail on steroids.”‍A

Open Source 52

Open Source DevOps AWS Azure 52

Percona

MARCH 27, 2023

It is a freely available MongoDB database alternative, giving you a single solution that combines enterprise components from the open source community, designed and tested to work together. Percona Distribution for MongoDB 5.0.15 Percona Distribution for MongoDB 5.0.15 was released on March 16, 2023. 13 Percona Server for MongoDB 4.4.19-19

Open Source 78

Open Source Servers Scalability Cache 78

Percona

APRIL 10, 2023

It is a freely available MongoDB database alternative, giving you a single solution that combines enterprise components from the open source community, designed and tested to work together. The aim of Percona Distribution for MongoDB is to enable you to run and operate your MongoDB efficiently with the data being consistently backed up.

Open Source 78

Open Source Servers AWS Database 78

Dynatrace

SEPTEMBER 30, 2021

Cloud services platforms like AWS, Azure, and GCP are reshaping how organizations deliver value to their customers, making cloud migration an increasingly attractive option for running applications. By establishing these, you can work backward to ensure every step of the process is designed to serve these outcomes.

Cloud 172

Cloud Traffic Best Practices Strategy 172

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. Amazon and AWS Ascendant.

Cloud 141

Cloud Serverless AWS Architecture 141

IO River

NOVEMBER 2, 2023

In fact, Amazon Web Services (AWS) paved the way with its service, CloudFormation, which introduced the concept of Infrastructure as Code (IaC). Taking inspiration from AWS's CloudFormation, HashiCorp introduced Terraform with a broader vision. This offers not just an audit train but an “audit trail on steroids.”‍A

Open Source 40

Open Source DevOps AWS Azure 40