High Scalability

JANUARY 11, 2022

FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. We can use deep neural networks which would take the several features (> 100K dense features) which we require for training the model.

Design 334

Design Media Storage Logistics 334

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. We needed a way to run agents and tie the runs to the internal infrastructure for analytics, reporting, and visualizations.

Testing 163

Testing AWS Lambda Network 163

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. In light of these evolving dangers, ScaleGrid has taken proactive measures to fortify installations and prepare our infrastructure against potential risks targeting cloud environments.

Strategy 130

Strategy Cloud Best Practices Government 130

Percona

OCTOBER 20, 2023

Open source migration can be a game-changer, offering flexibility, scalability, and cost-effectiveness. Communication and training: Keep all stakeholders informed about the progress and changes throughout the migration process. Provide training to staff members, DBAs, and developers to ensure they are well-prepared for the transition.

Open Source 91

Open Source Database Best Practices Strategy 91

Percona

NOVEMBER 3, 2023

This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. Additionally, it involves the acquisition or development of specialized testing software, which often comes with its own set of training requirements. What if my data gets lost during migration?

Database 86

Database Open Source Benchmarking Strategy 86

High Scalability

APRIL 14, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

APRIL 28, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 102

Education Software Engineering Scalability Engineering 102

All Things Distributed

NOVEMBER 13, 2018

Currently we have 57 Availability Zones across 19 technology infrastructure Regions. Lamborghini, the world-famous manufacturer of elite, luxury sports cars based in Italy, has been using AWS to reduce the cost of their infrastructure by 50 percent, while also achieving better performance and scalability.

AWS 167

AWS Energy Automotive Traffic 167

High Scalability

MAY 26, 2020

Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users.

Education 100

Education AWS Software Engineering Scalability 100

Percona

DECEMBER 27, 2023

Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in. Standardization and collaboration are key to sharing common knowledge and patterns across teams and infrastructures. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Official Blog - World Web Technology

AUGUST 27, 2023

They don’t have to train them or build an in-house team of developers. The community of PHP developers develops frameworks, libraries, and other development tools to build highly scalable, robust, and feature-rich PHP websites. Ensure the company has state-of-the-art infrastructure and tools to cater to your needs.

Development 98

Development Ecommerce Open Source Website 98

High Scalability

MARCH 17, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 105

Education Engineering Java Software Engineering 105

High Scalability

MARCH 3, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 114

Education Games Engineering Java 114

High Scalability

FEBRUARY 18, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 113

Education Games Engineering Java 113

High Scalability

MARCH 24, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

FEBRUARY 9, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 108

Education Games Engineering Java 108

High Scalability

MARCH 30, 2020

More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Learn how to train interviewers so everyone's on the same page. We've conducted thousands of interviews as hiring managers, hired hundreds, and trained dozens of interviewers ourselves.

Education 105

Education Software Engineering Engineering Big Data 105

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

All Things Distributed

APRIL 12, 2017

AWS will also provide startups with all of the benefits of the AWS Activate program , including AWS credits, training, technical support, and a special startup community forum to help them successfully build their business. They all get benefits from AWS's highly flexible, scalable, and secure global platform.

AWS 116

AWS Innovation Programming Infrastructure 116

Official Blog - World Web Technology

NOVEMBER 19, 2023

Hiring and retaining an internal web development team may be quite costly due to the expenses connected with pay, benefits, infrastructure, and continuous professional development. They don’t have to hire, train, and manage developers, which would take time and work. This is crucial for long-term partnerships and future growth.

Development 59

Development Best Practices Website Artificial Intelligence 59

Testsigma

SEPTEMBER 15, 2021

It’s best to go for a tool that handles training and onboarding so we can quickly learn. Besides, it comes with comprehensive training and a knowledge base that helps in learning the tool. A cloud is scalable, and we only have to pay for the time and features we use. PC: Testsigma.

Cloud 79

Cloud Testing Testing Tools Website 79

Testsigma

SEPTEMBER 16, 2021

During the automated mobile testing process below are the areas where time is spent considerably for setting up test automation: Acquire devices Set up devices, network, and infrastructure Install the required software, browsers, etc. Infrastructure management is delegated. Provides cost control. Reference: [link].

Mobile 52

Mobile Cloud Testing Testing Tools 52

All Things Distributed

JULY 17, 2013

Werner Vogels weblog on building scalable and robust distributed systems. Bring your entire executive and technical teams and walk away with the skills and knowledge to refine your cloud strategy, improve developer productivity, increase application performance and security, and reduce infrastructure costs. All Things Distributed.

AWS 87

AWS Strategy Scalability Cloud 87

The Netflix TechBlog

NOVEMBER 6, 2023

In order to train the model on internal training data (video clips with aligned text descriptions), we implemented a scalable version on Ray Train and switched to a more performant video decoding library. These models are trained on large amounts of image-caption pairs via in-batch contrastive learning.

Media 225

Media Social Media Tuning Efficiency 225

Dynatrace

JANUARY 17, 2024

And an O’Reilly Media survey indicated that two-thirds of survey respondents have already adopted generative AI —a form of AI that uses training data to create text, images, code, or other types of content that reflect its users’ natural language queries. AI requires more compute and storage. AI performs frequent data transfers.

Strategy 222

Strategy Artificial Intelligence Storage Cloud 222

Testsigma

SEPTEMBER 15, 2020

The upfront time required in writing the scripts for test cases, creation of the framework, training the team and maintenance is reduced considerably. We need not train the existing people in a new programming language to write test scripts. Time Efficiency. Try Testsigma today. Misconceptions related to codeless test automation.

Testing 59

Testing Testing Tools Code DevOps 59

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 290

Media Storage Infrastructure Systems 290

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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

Brendan Gregg

APRIL 30, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 43

DevOps Network Best Practices Programming 43

Brendan Gregg

APRIL 29, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 40

DevOps Network Best Practices Programming 40

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

O'Reilly Software

OCTOBER 23, 2018

As we mature, we realize that picking one tool or framework or language or platform is not a matter of personal taste but rather a choice with broad ramifications for future flexibility, mergers and acquisitions, training, our ability to hire future supporting teams, and our future ability to directly support—or subvert—the business strategy.

Strategy 100

Strategy Architecture Technology Technology 100

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. What: The Modern Stack of ML Infrastructure. Adapted from the book Effective Data Science Infrastructure. Foundational Infrastructure Layers.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 232

Open Source AWS Infrastructure Energy 232

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. This drove the approach of the “release train”. Finally, relevant abstractions allow media algorithm developers to focus on the manipulation of video and audio signals rather than on infrastructural concerns.

Processing 229

Processing Media Latency Innovation 229