Dynatrace

DECEMBER 13, 2023

In addition to his career as a bestselling author, Pelson has served as a vice president at Lucent Technologies and chief of convergence strategy for British Telecom. We are facing “Wireless Wars” because China and Huawei’s activity isn’t really about business. and to make sure that they have infiltrated us in our most sensitive areas.

Wireless 181

Wireless Internet Internet Government 181

The Netflix TechBlog

JULY 15, 2021

Kevin grew up in the Washington, DC area, and received his undergraduate degree in Mathematics from Virginia Tech. After we launched the product, analysts and scientists began surfacing new insights that were previously hidden behind difficult-to-use data. Hadoop was being lightly tested, but only in a few high-scale areas.

Data Engineering 189

Data Engineering Engineering Entertainment Big Data 189

The Netflix TechBlog

JANUARY 25, 2023

Scalable Annotation Service — Marken by Varun Sekhri , Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. Allows to annotate any entity.

Scalability 283

Scalability Latency Media Architecture 283

Dynatrace

MARCH 27, 2024

Knowing who is responsible for specific areas and services is a vital skill that saves time and hassle. The dashboard shown in figure 4 below can be found in the publicly accessible Github Repository: [link] The dashboard serves as an example and likely needs to be adapted to your specific user needs. Knowledge is power.

Best Practices 207

Best Practices Azure Database Code 207

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens.

Government 212

Government Infrastructure Programming Cloud 212

The Netflix TechBlog

JANUARY 25, 2022

We’ve also invested in education programs to up-level company-wide understanding of how we use A/B tests as a framework for product development. We use qualitative and quantitative consumer research, analytics, experimentation, predictive modeling, and other tools to develop a deep understanding of our members.

Education 238

Education Innovation Testing Programming 238

The Netflix TechBlog

MAY 21, 2022

At Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will love. Key to that is understanding causal effects that connect changes we make in the product to indicators of member joy.

Entertainment 218

Entertainment Best Practices Innovation Testing 218

The Netflix TechBlog

SEPTEMBER 28, 2021

As we continue to grow here at Netflix, the needs of Revenue and Growth Engineering are rapidly evolving; and our tools must also evolve just as rapidly. We identified common design patterns and architectures scattered across various tools which were all duplicating efforts in some way or another.

Best Practices 241

Best Practices Design Development Architecture 241

Dynatrace

NOVEMBER 2, 2023

These metrics can serve as a framework for other organizations looking to create their own automation models. Chief among these practices are platform engineering and GitOps, which are becoming increasingly central to maturing DevOps automation practices with more than half (54%) of organizations investing in this area. Download now!

DevOps 213

DevOps Benchmarking Azure Innovation 213

Dynatrace

APRIL 21, 2023

Unfortunately, siloed tools created bottlenecks and provided limited visibility into areas they could improve. By detecting errors and bugs before they’re deployed to production, we save money on development and testing and better serve the citizens of our state.”

Innovation 190

Innovation Speed Artificial Intelligence Government 190

The Netflix TechBlog

JUNE 6, 2022

By Astha Singhal , Lakshmi Sudheer , Julia Knecht The Application Security teams at Netflix are responsible for securing the software footprint that we create to run the Netflix product, the Netflix studio, and the business. In this operating model, we provided critical Appsec operational services to Netflix?—?including

Software Engineering 169

Software Engineering Scalability Education Engineering 169

Official Blog - World Web Technology

APRIL 8, 2024

In this all-encompassing guide, we go deeply into the realm of the most reputable WordPress development businesses, providing helpful insights and suggestions to assist you in navigating toward the companies providing the foremost WordPress development services. It serves both large corporations and small and medium-sized enterprises.

Development 59

Development Education Website Open Source 59

DZone

DECEMBER 4, 2019

You may also like: Top Areas to Automate in AWS to Avoid Overpaying Cloud Bills. In this post, we are going to look at how Plume , survived a recent AZ outage without any application impact. Its platform powers millions of smart homes that generate over 27 Billion operations per day served by YugabyteDB. What's Plume?

AWS 147

AWS Cloud Database Performance 147

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. In this blog post, we will give an overview of the Rapid Event Notification System at Netflix and share some of the learnings we gained along the way.

Systems 334

Systems Traffic Architecture Mobile 334

The Netflix TechBlog

MARCH 2, 2021

Stephanie Lane , Wenjing Zheng , Mihir Tendulkar Source credit: Netflix Within the rapid expansion of data-related roles in the last decade, the title Data Scientist has emerged as an umbrella term for myriad skills and areas of business focus. What does this title mean within a given company, or even within a given industry?

Analytics 207

Analytics Innovation C++ Engineering 207

The Netflix TechBlog

JANUARY 11, 2022

Here we describe the role of Experimentation and A/B testing within the larger Data Science and Engineering organization at Netflix, including how our platform investments support running tests at scale while enabling innovation. To enable scale, we’ve built, and continue to invest in, an internal experimentation platform (XP for short).

Innovation 243

Innovation Metrics Engineering Testing 243

Smashing Magazine

AUGUST 3, 2023

How We Optimized Performance To Serve A Global Audience How We Optimized Performance To Serve A Global Audience Liran Cohen 2023-08-03T10:00:00+00:00 2023-08-03T13:06:00+00:00 I work for Bookaway , a digital travel brand. The higher our organic traffic, the more profitable we become as a company.

Performance 74

Performance Cache Traffic Metrics 74

Dynatrace

DECEMBER 6, 2022

In what follows, we explore the benefits and challenges of digital transformation, the key drivers, and how organizations can ensure a successful digital transformation journey. Digital transformation is the integration of digital technology into all areas of a business. So, what is digital transformation?

Strategy 203

Strategy Artificial Intelligence Innovation Healthcare 203

The Netflix TechBlog

NOVEMBER 15, 2021

In Parts 3 (False positives and statistical significance) and 4 (False negatives and power), we discussed the core statistical concepts that underpin A/B tests: false positives, statistical significance and p-values, as well as false negatives and power. Proper inference requires full reporting and transparency.”

Metrics 204

Metrics Testing Innovation Design 204

J. Paul Reed

JULY 17, 2023

But if we don’t agree on what the metaphor even means, it’s can’t serve as a “useful” model to address the challenges these types of projects face. But if we don’t agree on what the metaphor even means, it’s can’t serve as a “useful” model to address the challenges these types of projects face. And we shouldn’t be.

Infrastructure 96

Infrastructure Engineering Systems Software 96

The Netflix TechBlog

SEPTEMBER 18, 2020

At work, we regularly lean on each other for help based on our respective areas of expertise?—?I Outside of work, we share a love of good food and coffee, exchanging tips on making espresso. Julie] Chris and I have the same primary stakeholders (or engineering team that we support): Encoding Technologies.

Analytics 223

Analytics Education Innovation Engineering 223

The Netflix TechBlog

DECEMBER 3, 2022

You may remember Dataflow from the post we wrote last year titled Data pipeline asset management with Dataflow. This time we’ll try to give justice to the intro and then we will focus on one of the very first features Dataflow came with. As you can see Dataflow CLI is divided into four main subject areas (or commands).

Best Practices 358

Best Practices Code Testing Data Engineering 358

The Netflix TechBlog

FEBRUARY 20, 2019

Today we are excited to announce latency heatmaps and improved container support for our on-host monitoring solution?—?Vector?—?to Vector is an open-source host-level performance monitoring framework which we have been using for some time. to the broader community. Vector is open source and in use by multiple companies.

Performance 211

Performance Latency Open Source Metrics 211

The Netflix TechBlog

OCTOBER 7, 2021

At Netflix, we have significant investments in ensuring new versions of our applications are well tested. As we invested in systems to enable this vision, it led to increased development velocity, which arguably led to better development practices and quality of the applications.

Metrics 197

Metrics Mobile Testing Strategy 197

IO River

NOVEMBER 2, 2023

The same movie file is served to millions of users worldwide. ‍‍CDN is Less Effective in Distributing Local ContentLocal content refers to data or information targeting a specific geographic area or region. In some cases, businesses may primarily serve a local audience, and their content might not need global distribution.Â

Cache 52

Cache Traffic Games Network 52

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. Introduction Caching serves a dual purpose in web development – speeding up client requests and reducing server load. step in to simplify this task.

Cache 130

Cache Storage Scalability Architecture 130

Scalegrid

JANUARY 25, 2024

We will look at each metric from a database performance perspective and discuss the common issues and associated solutions. The throughput is represented as a stacked area graph, where the height of each colored area provides the throughput of a group of commands. It further causes the slave to serve stale data.

Metrics 130

Metrics Monitoring Latency Cache 130

The Netflix TechBlog

FEBRUARY 14, 2020

Images that represent titles on Netflix (what we at Netflix call “ artwork” ) have proven to be one of the most effective ways to help our members discover the content they love to watch. We thus need to have a rich and diverse set of artwork that is tailored for different parts of the Netflix experience (what we call product canvases ).

Design 182

Design Open Source C++ Availability 182

Dynatrace

DECEMBER 16, 2022

In what follows, we explore the value of an open platform for organizational innovation. The monolithic platform approaches of the early 2000s don’t serve organizations today. A growth strategy involves identifying core focus areas in which an organization excels and where it outperforms others.

Innovation 205

Innovation Software Software Cloud 205

The Netflix TechBlog

SEPTEMBER 4, 2020

Scaling Netflix Certification Scott Bolter , Matthew Lehman , Akshay Garg ¹ At Netflix, we take the task of preserving the creative vision of our content all the way to a subscriber TV screen very seriously. To deal with these scaling challenges, we have opted to integrate API-enabled HDMI Signal Analyzers into our test infrastructure.

Media 163

Media Testing Entertainment Virtualization 163

The Netflix TechBlog

JULY 26, 2021

Operational Reporting is a reporting paradigm specialized in covering high-resolution, low-latency data sets, serving detailed day-to-day activities¹ and processes of a business domain. Operational Reporting Architecture Overview For data delivery, we leverage the Data Mesh platform to power the data movement. See example below.

Big Data 253

Big Data Government Analytics Processing 253

The Netflix TechBlog

JUNE 4, 2019

Every month, we run millions of containers on thousands of machines on Titus, serving hundreds of internal applications and customers. However, we can automatically make better global decisions by detecting collocation opportunities based on actual usage information. We formulate the problem as a Mixed Integer Program (MIP).

Cache 251

Cache Latency Airlines Logistics 251

Scalegrid

JANUARY 8, 2024

Intelligent Resource Allocation Resource allocation is another area where AI makes a significant impact in cloud computing. By providing ample data storage and processing power, cloud computing platforms serve as a fundamental enabler for the advancement of AI, offering scalability, adaptability, and cost-efficiency.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

IO River

NOVEMBER 2, 2023

The same movie file is served to millions of users worldwide. CDN is Less Effective in Distributing Local ContentLocal content refers to data or information targeting a specific geographic area or region. In some cases, businesses may primarily serve a local audience, and their content might not need global distribution.

Cache 40

Cache Traffic Games Network 40

Dynatrace

DECEMBER 6, 2022

We refer to this culture and practice as observability-driven DevOps and SRE automation. Should we keep it or roll it back? The automated SLO evaluation step serves as a “quality gate” to the production release process because a pass, warning, or failure result is built into the automated pipeline.

DevOps 226

DevOps Metrics Engineering Speed 226

Dynatrace

NOVEMBER 24, 2020

Below are some high level concerns we hear in the industry: When unexpected things happen (security threat or reliability issue) do we have the right signals and plan? Do we have the right monitoring to understand the health and validation of architecture decisions and delivering on business expectations? AWS 5-pillars.

AWS 147

AWS Artificial Intelligence Best Practices Lambda 147

Dynatrace

MAY 24, 2021

We opened the conversation with the Lead from a Financial Services Company explaining his role and how, regardless of the technical components, it’s all about putting the customer first and ensuring an excellent digital experience. How the last year changed impacted digital experience and the challenges that brought.

Games 246

Games Traffic Virtualization Google 246