All Things Distributed

JULY 17, 2013

Werner Vogels weblog on building scalable and robust distributed systems. AWS re:Invent 2013. The AWS re:Invent user conference last year in Las Vegas was by many described as the best technology conference they had been to in a long time. The registration for AWS re:Invent is now open at this site. Comments ().

AWS 87

AWS Strategy Scalability Cloud 87

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! This move is another milestone in our global expansion and mission to bring flexible, scalable, and secure cloud computing infrastructure to organizations around the world.

Cloud 152

Cloud Education Energy Government 152

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. Increased scalability. But what does it take to migrate your existing applications to the cloud? Reduced cost.

Cloud 165

Cloud Traffic Best Practices Strategy 165

Scalegrid

JANUARY 9, 2024

As more companies move away from traditional on-premises data centers, they enter into an era where scalability, flexibility, and cost-effectiveness become possible through various services offered by different providers in the market today. This enabled them to effectively manage and safeguard their air quality data.

Strategy 130

Strategy Cloud Best Practices Government 130

Testsigma

MAY 14, 2021

The environment is dynamic and scalable. Scalability is an issue since it needs to be addressed manually. Examples are DevOps, AWS, Big Data, Testing as Service, testing environments. It becomes necessary to provide them with proper training and knowledge to be a perfect fit for starting cloud testing.

Cloud 67

Cloud Testing Testing Tools Internet 67

Adrian Cockcroft

JUNE 21, 2022

I became the Sun UK local specialist in performance and hardware, and as Sun transitioned from a desktop workstation company to sell high end multiprocessor servers I was helping customers find and fix scalability problems. I had attended these events when I was based in the UK, but became one of the organizers. He hasn’t changed.

Tuning 52

Tuning Benchmarking Engineering C++ 52

All Things Distributed

NOVEMBER 22, 2016

A set of programming models has emerged to help developers define and train AI models with deep learning; along with open source frameworks that put deep learning in the hands of mere mortals. Some examples of popular deep learning frameworks that we support on AWS include Caffe, CNTK, MXNet, TensorFlow, Theano, and Torch.

AWS 167

AWS Open Source Scalability Programming 167

High Scalability

NOVEMBER 9, 2018

You can now train CIFAR10 for just $0.06 That central chip ties together the 7nm CPU chiplets, creating a massively scalable architecture. The R5a, M5a and T3a instances purportedly will offer a 10% price-to-performance advantage over AWS's other cloud instances. and ImageNet for $12.60 (4x less than in April!): [link].

Internet 192

Internet Internet Scalability Blockchain 192

High Scalability

JUNE 29, 2018

million : spam or automated accounts identified by Twitter per week; 1 million : facial image training set; 1/3 : industrial robots installed in China; 24% : never backup; 7 billion : BuzzFeed monthly page views; Quotable Quotes: @jason : would love to do a [link] for Immigrants -- but we might need to do it in Canada or Mexico, so that, umm.

Scalability 131

Scalability Internet Internet Wireless 131

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

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.

AWS 166

AWS Cloud Artificial Intelligence IoT 166

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. Use Multi-AZ deployments for High Availability and Read Replica for read scalability. margin over the same period.

Internet 113

Internet Internet Scalability Blockchain 113

High Scalability

JULY 6, 2018

tyingq : This is why AWS and Azure continue to gain market share in cloud, while Google remains relativity stagnant, despite (in many cases) superior technology. Their sales staff is arrogant and has no idea how to sell into F500 type companies. These perturbations can be thus considered a program for the new task. Yep, there's more.

Internet 110

Internet Internet Scalability Google 110

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. In this hypothetical example, the flow trains two versions of a model in parallel and chooses the one with the highest score.

Open Source 232

Open Source AWS Infrastructure Energy 232

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage 187

Storage Design Scalability Latency 187

Percona

AUGUST 21, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. It is an enhanced, source-available, and highly-scalable database that is a fully-compatible, drop-in replacement for MongoDB 6.0.7 It includes Percona Server for MongoDB and Percona Backup for MongoDB.

Open Source 84

Open Source AWS Servers Database 84

Scalegrid

JANUARY 12, 2024

With extensive computational resources at their disposal alongside massive pools of information, developers can utilize these powerful tools to train ML models efficiently or run AI algorithms effectively by accessing stored datasets from anywhere through the internet connection provided by most reputable providers’ hosting services.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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. In this hypothetical example, the flow trains two versions of a model in parallel and chooses the one with the highest score.

Open Source 134

Open Source AWS Infrastructure Energy 134

O'Reilly

OCTOBER 19, 2021

Cloud-based data warehouses, such as Snowflake , AWS’ portfolio of databases like RDS, Redshift or Aurora , or an S3-based data lake , are a great match to ML use cases since they tend to be much more scalable than traditional databases, both in terms of the data set sizes as well as query patterns. Software Development Layers.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company.

Java 202

Java Scalability Traffic Architecture 202

Percona

DECEMBER 18, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. Release highlights include: AWS IAM authentication is now generally available, enabling you to use this functionality in production environments. Download Percona Distribution for MongoDB 6.0.12

Monitoring 90

Monitoring Open Source Servers Scalability 90

All Things Distributed

NOVEMBER 29, 2017

Though the AWS Cloud gives you access to the storage and processing power required for ML, the process for building, training, and deploying ML models has unique challenges that often block successful use of this powerful new technology. The challenges begin with collecting, cleaning, and formatting training data.

Tuning 94

Tuning AWS Scalability Infrastructure 94

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

Scalegrid

MAY 13, 2020

Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. Some of the Greenplum Database analytics capabilities highlighted by Pivotal include the ability to analyze a multitude of data types, leverage existing SQL knowledge, and train more models in less time by using the MPP architecture.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Percona

MARCH 27, 2023

It is the most stable, scalable, and secure open-source MySQL distribution, with two download options: one based on Percona Server for MySQL and one based on Percona XtraDB Cluster. It is an enhanced, source-available, and highly-scalable database that is a fully-compatible, drop-in replacement for MongoDB 5.0.15 was released.

Open Source 79

Open Source Servers Scalability Cache 79

High Scalability

OCTOBER 24, 2022

There is no structural separation as there is with a train service. For example, AWS created Nitro. Would Nitro have been invented if AWS was restricted to being a platform provider? Without cloud services, there is no cloud because a cloud is literally defined by the services it offers.

Cloud 187

Cloud Hardware Infrastructure Innovation 187

Percona

APRIL 10, 2023

It is the most stable, scalable, and secure open-source MySQL distribution, with two download options: one based on Percona Server for MySQL and one based on Percona XtraDB Cluster. It is an enhanced, source-available, and highly-scalable database that is a fully-compatible, drop-in replacement for MongoDB 6.0.5 Community Edition.

Open Source 80

Open Source Servers AWS Database 80

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. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. Comments ().

Technology 151

Technology Technology AWS Storage 151

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

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. We realized that we needed to consider a more global and scalable solution to better serve our global audience. The following sections will discuss how we navigated these hurdles.

Performance 74

Performance Cache Traffic Metrics 74

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. For our federated architecture, we prioritized solving observability needs in a more scalable manner. Fourth, we deploy our gateway layer to multiple AWS regions around the world.

Architecture 249

Architecture Best Practices Engineering Open Source 249

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. AWS has invested in optimizing Ethernet for HPC via the Elastic Fabric Adaptor (EFA) option, and the l ibfabric library.

Architecture 52

Architecture Latency Benchmarking AWS 52

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. and Tellybug , and many more.

AWS 124

AWS Best Practices Infrastructure Programming 124

High Scalability

NOVEMBER 25, 2019

Egnyte is a secure Content Collaboration and Data Governance platform, founded in 2007 when Google drive wasn't born and AWS S3 was cost-prohibitive. AWS for builds. Once it's resolved our pipeline takes over and the ticket catches the next release train. We did this as AWS was cost-prohibitive. Ubuntu for server teams.

Architecture 52

Architecture Cache Azure Storage 52