The Netflix TechBlog

MAY 28, 2021

When I was growing up, I developed a strong interest in the space program. I would eventually enroll in the combined BS/MS program, committing to aerospace long-term and to participating in undergraduate and graduate research. Structures, dynamics, control systems, fluids, design…pass, pass, pass, pass, and pass!

Healthcare 200

Healthcare Entertainment Analytics Programming 200

Scalegrid

JANUARY 12, 2024

In the realm of cloud-based business operations, there is an increasing dependence on complex information processing patterns. 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.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Official Blog - World Web Technology

AUGUST 27, 2023

For example, website design is very crucial to impress your website visitors. Similarly, using the best programming language for your website is also crucial. When it comes to programming languages, you will find many options, but PHP is the most viable option to choose. What is PHP? PHP is an acronym for Hypertext Preprocessor.

Development 98

Development Ecommerce Open Source Website 98

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralized data residing on devices like mobile phones. No individual updates are stored in the cloud, and no training data leaves the device.

Systems 71

Systems Design Google Servers 71

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. The certification process involves the verification of partner’s implementation of features provided by the Netflix SDK. Detect a regression in a test case.

Testing 163

Testing AWS Lambda Network 163

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. For example, a workflow to backfill hourly data for the past five years can lead to 43800 jobs (24 * 365 * 5), each of which processes data for an hour. All the requests are processed via distributed queues for message passing.

Java 202

Java Scalability Traffic Architecture 202

O'Reilly

AUGUST 15, 2023

But 20% are changing their onboarding and upskilling processes, 15% are hiring new developers, and 13% are using self-service engineering platforms. We found that the biggest struggle for developers working with new tools is training (34%), and another 12% said the biggest struggle is “ease of use.” Is developer productivity an issue?

Development 73

Development Programming Speed Open Source 73

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

Dynatrace

DECEMBER 10, 2020

During the recent pandemic, organizations that lack processes and systems to scale and adapt to remote workforces and increased online shopping are feeling the pressure even more. Rethinking the process means digital transformation. Different teams have their own siloed monitoring solution.

Strategy 171

Strategy Performance Logistics Monitoring 171

Dynatrace

MARCH 10, 2021

The designation reflects AWS’ recognition that Dynatrace has demonstrated deep experience and proven customer success building AI-powered solutions on AWS. This accurate and precise intelligence is now the type of data that can be trusted to trigger auto-remediation processes proactively. Dynatrace news.

AWS 142

AWS Cloud Artificial Intelligence Innovation 142

Percona

DECEMBER 27, 2023

Most organizations are embracing DevSecOps, a term that covers processes and tooling enabling security to be integrated into the application development life cycle rather than treated as a separate process. A majority of RedHat’s security research respondents have a DevSecOps initiative underway.

Cloud 79

Cloud Open Source Strategy Best Practices 79

O'Reilly

JULY 25, 2023

The inspiration (and title) for it comes from Mike Loukides’ Radar article on Real World Programming with ChatGPT , which shares a similar spirit of digging into the potential and limits of AI tools for more realistic end-to-end programming tasks. Setting the Stage: Who Am I and What Am I Trying to Build?

Programming 98

Programming Code Design Benchmarking 98

Sutter's Mill

SEPTEMBER 6, 2020

ISO SC22, our corner of the international organization for standardization that handles programming languages, resolved to ban face-to-face meetings of more than 100 people until further notice. One of the benefits of the train model is that it is very resilient, and can handle even major disruptions without change.

C++ 76

C++ Virtualization Energy Speed 76

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 167

Cloud Monitoring Network Azure 167

All Things Distributed

SEPTEMBER 25, 2017

We have supported the development of technology skills across the region with Training and Certification programs to help customers develop skills to design, deploy, and operate their infrastructure and applications on the AWS Cloud. We also work with a number of incubators and accelerators in the region.

Cloud 152

Cloud Education Energy Government 152

The Netflix TechBlog

DECEMBER 23, 2020

everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders. For example, the PID namespace makes it so that a process can only see PIDs in its own namespace, and therefore cannot send kill signals to random processes on the host. User Namespaces.

Media 286

Media Metrics Systems Processing 286

The Morning Paper

JULY 7, 2019

Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. The generic machine learning process looks like this: ( Enlarge ). Today it’s the turn of Microsoft.

Software Engineering 92

Software Engineering Engineering Software Software 92

Testsigma

NOVEMBER 28, 2019

There are hundreds of tools through which the automation code can be written in different programming languages. Edureka typically provides Instructor-led training courses which help aspiring candidates to learn interactively. They also provide online interactive training and self-paced training (all delivered via the internet).

Website 53

Website Testing Programming Automotive 53

Smashing Magazine

OCTOBER 16, 2021

Meet Adam Silver’s Form Design Patterns , a practical guide to designing and building forms for the web. Some of the techniques I have used that have proven to be effective are: Resting awareness, Meditation, Mindfulness, Reflection, Body scanning, Visualization, Note-taking, Mindful programming.

Programming 102

Programming Energy Code Processing 102

The Morning Paper

JANUARY 14, 2020

For Programmatically Interpretable Reinforcement Learning (PIRL) as we shall soon see, it’s a minimal functional language and an accompanying program sketch. Hence black-box and other models become not the ultimate output of our learning process, but an intermediate step along the way. In PIRL, Verma et al. A DSL for policies.

Programming 63

Programming Network Games Processing 63

Adrian Cockcroft

NOVEMBER 26, 2023

I’m expecting an update on their water sustainability program that was announced last year, and a new number for the amount of private purchase agreement (PPA) power that Amazon has under contract. Peter deSantis does a Monday evening technology keynote that usually has most of the sustainability related content in it.

AWS 52

AWS Energy IoT Best Practices 52

Tasktop

FEBRUARY 11, 2020

PMO roles—such as program and project managers—are expanding and evolving due to the reorientation of IT organizations toward value-based outcomes. As with any transformation, which in reality is ongoing, investment in training is essential. Operational: Processes (both engineering and product), licensing, etc.

Programming 69

Programming C++ Engineering DevOps 69

Testsigma

NOVEMBER 18, 2021

Q2: What’s your battle-tested process for finding and resolving bugs in Production? API Tests are faster to design, execute and maintain. Master at least one programming language, preferably Java, Python, or C#, so that you can design and create scripted tests. UI changes frequently as the products evolve. That is slow.

Engineering 104

Engineering Social Media DevOps Azure 104

Testsigma

JANUARY 22, 2020

Replacing manual testing processes with automation testing has helped in the rapid adoption of agile methodology across software development industries. Automated testing benefits large scale projects that undergo frequent changes by speeding up the testing process and making deliveries within stipulated timeline.

Testing Tools 61

Testing Tools Programming Testing DevOps 61

Official Blog - World Web Technology

NOVEMBER 22, 2023

In the United States, the software development sector is thriving, with a rising need for experienced workers to design new and cutting-edge solutions. It simplifies processes, boosts productivity, and delivers bespoke solutions, offering enterprises a competitive advantage and boosting user experiences in a digital-driven environment.

Software 59

Software Software Development Innovation 59

Tasktop

DECEMBER 15, 2020

They spend days and days practicing and training for each dance, watching their reflections in the mirrored studio walls until they get it right. Feature velocity is static PI over PI (Program Increment). Dancing With The Stars develops amazing dance skills in celebrities over the course of several physically grueling months.

Healthcare 59

Healthcare Metrics Software Software 59

Testsigma

JULY 24, 2021

To guarantee your apps or sites run as designed on multiple devices, it’s vital to test them before shipping them. Learning: Sauce Labs offers comprehensive documentation for training; they also have a rich community that you can seek help from. Testsigma offers training and a knowledge base that helps in learning the tool.

Testing Tools 52

Testing Tools Mobile Testing Entertainment 52

Percona

OCTOBER 18, 2023

It’s a complex process involving various factors and meticulous planning. Today, we’ll be taking a deep dive into the intricacies of database migration, along with specific solutions to help make the process easier. In this section, we’ll outline the essential steps involved in migrating to open source databases.

Open Source 92

Open Source Database Hardware Strategy 92

Adrian Cockcroft

JUNE 21, 2022

I also learned how marketing worked, and began to build my presentation and training skills as I was sent around the world by Sun to teach workshops and speak at events. I still code in R… One role I had for many years was to lead technical training events for the global specialist systems engineers, which we called the Ambassador Program.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Edge Perspectives

MARCH 26, 2019

We need to become much more aware of the new capabilities that are becoming available to deliver far more value and find ways to harness those capabilities so that we can have a much more positive impact on those around us and, in the process, create more value for the institutions that are delivering that impact.

Efficiency 89

Efficiency Scalability Innovation Programming 89

Percona

APRIL 10, 2023

It contains “a set of library functions that allow client programs to pass queries to the PostgreSQL backend server and to receive the results of these queries.” Percona has implemented a two-stage release process for each version. Percona Distribution for PostgreSQL 11.19 Percona Distribution for PostgreSQL 11.19

Open Source 77

Open Source Servers AWS Database 77

Strategic Tech

MARCH 25, 2020

An example of a short Team Flow EventStorm (this is not based on any real teams) Visualise your team’s process and you’ll uncover a higher quantity and higher quality opportunities for improving how you work as a team compared to relying on traditional retrospective formats. a step in the process, phrased in the past tense.

Transportation 52

Transportation Design Processing Programming 52

O'Reilly

JANUARY 16, 2024

I even contributed my own hot take last year with my O’Reilly Radar article Real-Real-World Programming with ChatGPT.) I’m personally interested in this topic since I am a professor who researches human-computer interaction, user experience design, and cognitive science , so AI voice interfaces are fascinating to me.

Entertainment 73

Entertainment Internet Internet Design 73

Testsigma

NOVEMBER 11, 2020

These network disconnections cause unnecessary delays and hinder the testing process. A code smell is basically any characteristic in the code of a program that has a negative impact on the design quality. This right data is the one that the application will be processing in production. Fixing Code Smell.

Testing 85

Testing Mobile Network Analytics 85

Testsigma

OCTOBER 31, 2019

The overall software testing process will always include a mix of manual and automation test cases so that we achieve high quality, better speed with optimum use of resources. The first step is to have a stable and well-designed manual testing process and right test cases in place. Follow programming design principles.

Testing 40

Testing Testing Tools Open Source Programming 40

O'Reilly

FEBRUARY 15, 2022

That definition may only be satisfactory to the people who design these tests and school administrators, but it’s also the basis for Deep Mind’s claim. I suspect it’s possible to do a fairly decent job without billions of parameters and terabytes of training data (though I may be naive). Both responses indicate comprehension.

Artificial Intelligence 117

Artificial Intelligence Testing Engineering Programming 117

Adrian Cockcroft

JANUARY 20, 2023

switches to connect processing nodes, pooled memory and I/O resources into very large coherent fabrics within a rack, and use Ethernet between racks. However the latest AI/ML optimized GPUs are reducing support for 64bit floating point in favor of 8, 16, and 32bit options that provide better performance for training and inference workloads.

Architecture 52

Architecture Latency Benchmarking AWS 52