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

All Things Distributed

NOVEMBER 13, 2018

Today, I am happy to announce our plans to open a new AWS Region in Italy! The AWS Europe (Milan) Region is the 25th AWS Region that we've announced globally. It's the sixth AWS Region in Europe, joining existing regions in France, Germany, Ireland, the UK, and the new Region that we recently announced in Sweden.

AWS 167

AWS Energy Automotive Traffic 167

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

Adrian Cockcroft

FEBRUARY 13, 2023

Sustainability at AWS re:Invent 2022 -All the talks and videos I could find… Las Vegas MSG Sphere under construction next door to the Venetian Sands Expo Center — Photo by Adrian This blog post is long overdue — I spent too long trying to find time to watch all the videos, and finally gave up and listed a few below that I haven’t seen.

AWS 64

AWS Energy Architecture Programming 64

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. 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. Preferably, from their point of view, these foundational components should “just work”.

Open Source 232

Open Source AWS Infrastructure Energy 232

Dynatrace

FEBRUARY 1, 2024

For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. “The team tweaked the Dynatrace [AWS] deployment and automated discrete sizings in Kafka, which helped us save a couple of million dollars,” Dollentz-Scharer said.

Cloud 219

Cloud Energy Innovation Infrastructure 219

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

All Things Distributed

NOVEMBER 30, 2016

Last week, I wrote a blog about helping the machine learning scientist community select the right deep learning framework from among many we support on AWS such as MxNet, TensorFlow, Caffe, etc. Developers can build, test, and deploy chatbots directly from the AWS Management Console.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165

Dynatrace

JUNE 15, 2021

Software reliability and resiliency don’t just happen by simply moving your software to a modern stack, or by moving your workloads to the cloud. The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” Fact #1: AWS EC2 outage properly documented. Dynatrace news. Ready to learn more?

AWS 198

AWS Traffic Architecture Azure 198

O'Reilly

SEPTEMBER 15, 2021

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. Most respondents participated in training of some form. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors.

Azure 145

Azure Social Media Programming AWS 145

Testsigma

JULY 22, 2021

It is probably one of the most challenging roles of a software team with a broad mix of multiple responsibilities and involves being a customer advocate right from the start. I’m presented with systems, software, people, problems and much more and I’ve to learn about them. Jokes apart, Testing is never an easy job! That’s why I do it.

Software 97

Software Software Testing Energy 97

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 110

AWS Cloud Games Latency 110

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. Our Release Roundups showcase the latest Percona software updates, tools, and features to help you manage and deploy our software. Take a look. Percona Monitoring and Management 2.39.0

Open Source 83

Open Source AWS Servers Database 83

O'Reilly

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software. Pretty simple.

Tuning 128

Tuning Open Source AWS Software 128

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. 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. Preferably, from their point of view, these foundational components should “just work”.

Open Source 134

Open Source AWS Infrastructure Energy 134

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

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

MAY 21, 2019

We thought that reinforcement learning would be a promising approach that could provide great flexibility in the training process. Likewise it has very low requirements on the initial amount of training data. Lerner, as a web-service, relies on Amazon Web Services (AWS) and Netflix’s Open Source Software (OSS) tools.

Testing 163

Testing AWS Lambda Network 163

Percona

JANUARY 30, 2023

Our Release Roundups showcase the latest Percona software updates, tools, and features to help you manage and deploy our software. It offers highlights and critical information, as well as links to the full release notes and direct links to the software or service itself to download. This extends the data set to work with.

Open Source 84

Open Source Storage AWS Cloud 84

Dynatrace

APRIL 5, 2021

Similar to AWS Lambda , Azure Functions is a serverless compute service by Microsoft that can run code in response to predetermined events or conditions (triggers), such as an order arriving on an IoT system, or a specific queue receiving a new message. Dynatrace news. What is Azure Functions? Making the best use of Azure Functions.

Azure 138

Azure Serverless IoT Lambda 138

High Scalability

MAY 26, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Learn the Good Parts of AWS. Try out their platform.

Education 100

Education AWS Software Engineering Scalability 100

Adrian Cockcroft

JANUARY 17, 2022

My talks on Failing Over Without Falling Over are still very relevant, but AWS did finally release a key new service that implements key parts of the architecture: AWS Route 53 Application Recovery Controller. For example AWS launched an instance type with 800 Gbits/s of network bandwith in 2021. primarily virtual?—?and

Serverless 98

Serverless Hardware AWS Architecture 98

High Scalability

OCTOBER 24, 2022

Limit the cloud services a cloud provider can offer and you limit the quality of the software we can build. There is no structural separation as there is with a train service. Building software is not moving freight. It would make the job of building quality software even harder and slower and more expensive.

Cloud 187

Cloud Hardware Infrastructure Innovation 187

Tasktop

AUGUST 23, 2021

The results of these gains in the past decade are obvious: software is more reliable, more functional, and more adaptable than ever before. The UI is awful and the system crashes under heavy use. Despite this, federal agencies have an overwhelming tendency to disregard user feedback in their software development.

Software 52

Software Software Development Social Media 52

High Scalability

NOVEMBER 9, 2018

vijaypande 's "When Software Eats Bio." You can now train CIFAR10 for just $0.06 The R5a, M5a and T3a instances purportedly will offer a 10% price-to-performance advantage over AWS's other cloud instances. From wet lab problems to dry lab ones. This industrializes and 10x existing processes and creates new ones.

Internet 192

Internet Internet Scalability Blockchain 192

The Symphonia

JANUARY 21, 2019

We even put CI/CD front and center in our training courses ?—?we Since we use so many AWS services in our work, it makes sense that we also consider AWS tools for CI/CD. What are the AWS Continuous Integration / Continuous Delivery tools? You can think of it as the AWS version of Travis.

AWS 40

AWS Open Source Lambda Serverless 40

Brendan Gregg

MAY 1, 2022

These were the opening words of my 2019 [AWS re:Invent talk], which I followed by demonstrating rapid on-the-fly dynamic instrumentation of the Intel wireless driver. Teaching others is another passion of mine – it's what drives me to write books, create training materials, and write blog posts here.

Wireless 145

Wireless Hardware Open Source AWS 145

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

O'Reilly

MARCH 23, 2023

Maybe it’s surprising that ChatGPT can write software, maybe it isn’t; we’ve had over a year to get used to GitHub Copilot, which was based on an earlier version of GPT. What Software Are We Talking About? which has received some specialized training. with specialized training. It has helped to write a book.

Google 103

Google Open Source Programming Code 103

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

Percona

DECEMBER 18, 2023

Percona software is designed for peak performance, uncompromised security, limitless scalability, and disaster-proofed availability. Our Release Roundups showcase the latest Percona software updates, tools, and features to help you manage and deploy our software. Take a look. Percona Monitoring and Management 2.41.0

Monitoring 87

Monitoring Open Source Servers Scalability 87

O'Reilly

AUGUST 8, 2023

At its peak, ChatGPT was in very exclusive company: it’s not quite on the level of Python, Kubernetes, and Java, but it’s in the mix with AWS and React, and significantly ahead of Docker. Everyone knows that ChatGPT had one of the most successful launches of any software project, passing a million users in its first five days.

Artificial Intelligence 71

Artificial Intelligence Programming Games Open Source 71

Scalegrid

JANUARY 11, 2024

This includes servers, applications, software platforms, and websites. 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.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Percona

MARCH 27, 2023

Our Release Roundups showcase the latest Percona software updates, tools, and features to help you manage and deploy our software. It offers highlights, critical information, links to the full release notes, and direct links to the software or service itself to download. Download Percona Server for MongoDB 5.0.15-13

Open Source 78

Open Source Servers Scalability Cache 78

Dynatrace

NOVEMBER 12, 2021

Hicks, who led IT operations in the financial sector for nearly two decades before joining Dynatrace, describes in this exclusive FedScoop interview how automated software intelligence platforms — and “deterministic AI” — can give agencies a faster and more powerful way to optimize application performance and security in dynamic IT environments.

Cloud 180

Cloud Monitoring Network Azure 180