The Netflix TechBlog

JULY 15, 2021

In this post, Kevin talks about his extensive experience in content analytics at Netflix since joining more than 10 years ago. What keeps me engaged and enjoying data engineering is giving super-suits and adrenaline shots to analytics engineers and data scientists. Over the course of your time here, how has your role evolved?

Data Engineering 189

Data Engineering Engineering Entertainment Big Data 189

Scalegrid

FEBRUARY 8, 2024

Their design emphasizes increasing availability by spreading out files among different nodes or servers — this approach significantly reduces risks associated with losing or corrupting data due to node failure. These distributed storage services also play a pivotal role in big data and analytics operations.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

APRIL 26, 2023

Full platform access Dynatrace is a unified analytics and automation platform—not a collection of standalone modules. Of course, “all access” doesn’t mean that everything is turned on all the time. In designing DPS, we’ve created pricing that is transparent and fair. It’s all about maximizing value.

Cloud 201

Cloud Best Practices Traffic Infrastructure 201

Dynatrace

SEPTEMBER 30, 2021

The list of AWS certifications below shows there are two main AWS certification types: Core and Specialty, six classified as Core AWS Certifications, and five designated as Specialty AWS Certifications. Data analytics. As of June 2021, Amazon currently offers 11 certifications. Core AWS certifications.

AWS 209

AWS Best Practices Analytics Cloud 209

The Netflix TechBlog

MARCH 2, 2021

Together with data analytics and data engineering, we comprise the larger, centralized Data Science and Engineering group. We talked to scientists from areas like Payments & Partnerships, Content & Marketing Analytics Research, Content Valuation, Customer Service, Product Innovation, and Studio Production.

Analytics 207

Analytics C++ Innovation Engineering 207

Smashing Magazine

AUGUST 17, 2018

Designing For Micro-Moments. Designing For Micro-Moments. A couple of years ago, Google announced a new mobile-first initiative it wanted web designers and marketers to pick up on. In Myriam Jessier’s " Things Designers Should Know About SEO In 2018 ", she sums up Google’s four micro-moments: “I want to know.”. “I

Design 63

Design Google Website Small Business 63

Dynatrace

NOVEMBER 2, 2022

This methodology combines software design, development, automation, operations, and analytics to boost customer experience, increase application security, and reduce downtime that affects business outcomes. Software development success no longer means just meeting project deadlines. The five elements of digital immunity.

Software 195

Software Software Artificial Intelligence DevOps 195

Dynatrace

AUGUST 25, 2023

IT modernization improves public health services at state human services agencies For many organizations, the pandemic was a crash course in IT modernization as agencies scrambled to meet the community’s needs as details unfolded. Dynatrace provides analytics and automation for unified observability and security.

Government 203

Government Infrastructure Programming Cloud 203

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. Of course, you need to balance these opportunities with the business goals of the applications served by these hosts.

Cloud 209

Cloud Energy Best Practices Cache 209

The Morning Paper

JUNE 6, 2019

Towards federated learning at scale: system design Bonawitz et al., Within the FL Server (which is itself a distributed system of course), it’s the job of selectors to identify devices for a round. We designed the FL system to elastically scale with the number and sizes of the FL populations, potentially up into the billions.

Systems 71

Systems Design Google Servers 71

Highly Scalable

MAY 1, 2012

Statistical analysis and mining of huge multi-terabyte data sets is a common task nowadays, especially in the areas like web analytics and Internet advertising. This approach often leads to heavyweight high-latency analytical processes and poor applicability to realtime use cases.

Analytics 191

Analytics Traffic Big Data Efficiency 191

Smashing Magazine

JUNE 25, 2021

The business world today is obsessed with user experience (UX) design. Overall, this UX audit and redesign concept would be of great use to UX designers, business owners, and marketing people because it presents a way to audit and fix a product’s most obvious usability issues. On design systems, CSS/JS and UX. Mark Lankmilier.

Education 85

Education Website Google Design 85

CSS Wizardry

NOVEMBER 3, 2020

Historically, I’d maybe look at Google Analytics—or a RUM solution if the client had one already—but this is only useful for showing me particular outliers, and not necessarily any patterns across the whole project. Of course, it’s a little more complex than that, but for this exercise it’s an incredibly reliable proxy. See entry 6.

Speed 292

Speed Ecommerce Metrics Analytics 292

Dynatrace

JUNE 1, 2020

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course, end-users that access these applications – including your customers and employees. User Experience and Business Analytics ery user journey and maximize business KPIs.

Artificial Intelligence 182

Artificial Intelligence Social Media Monitoring IoT 182

Dynatrace

JUNE 15, 2021

Besides real user analytics, we also use Dynatrace Synthetic Monitoring , which continuously validates successful logins to our SaaS tenants on each cluster. This story proves that high availability and resiliency must be features and considerations you plan from the start when designing a distributed system.

AWS 189

AWS Traffic Architecture Azure 189

Smashing Magazine

DECEMBER 17, 2020

Search engine optimization (SEO) is an essential part of a website’s design, and one all too often overlooked. Implementing SEO best practice doesn’t just give you the best chance possible of ranking well in search engines; it makes your websites better by scrutinizing quality, design, accessibility, and speed, among other things.

Engineering 131

Engineering Google Website Analytics 131

Smashing Magazine

OCTOBER 24, 2023

Analytics is a good example. Writing a hand-spun analytics tracking dashboard isn’t what my clients really want to pay me for, so I’ll drop in the ol’ Google Analytics script and maybe never think of it again. A measly front-end designer like me can be blissfully ignorant of all this mumbo-jumbo. Meh, untrue.

Google 92

Google Analytics Traffic Metrics 92

Dynatrace

MAY 4, 2021

Of course, it’s one thing to recognize business IT blind spots; it’s another to effectively address these issues at scale. Limited visibility and tool sprawl are just two reasons CIOs are calling for a radically different approach to infrastructure monitoring. AIOps can help. AI powers cloud visibility.

Infrastructure 181

Infrastructure Monitoring Artificial Intelligence Cloud 181

Dynatrace

MAY 23, 2022

As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. IDC predicted, by 2022, 90% of all applications will feature microservices architectures that improve the ability to design, debug, update, and use third-party code.

Architecture 195

Architecture DevOps Monitoring Programming 195

Dynatrace

JUNE 1, 2020

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course end-users that access these applications – including your customers and employees. User Experience and Business Analytics ery user journey and maximize business KPIs.

Monitoring 132

Monitoring Performance Social Media Artificial Intelligence 132

Percona

AUGUST 17, 2023

It’s used for data management (shocker), application development, and data analytics. Data analytics: With the right extensions and configurations, PostgreSQL can support analytical processing and reporting. Educational institutions: PostgreSQL is used to manage student information, course schedules, and academic records.

Open Source 79

Open Source Healthcare Social Media Database 79

Smashing Magazine

SEPTEMBER 20, 2021

And of course, scrapers could scrape your site to look for security vulnerabilities or exposed contact or sales lead details. We explore how you can use web analytics or real user measurement data on your website to get insight into any imposter domains re-publishing your work. More after jump! Jump to table of contents ?.

Website 90

Website Analytics Cache Google 90

Smashing Magazine

DECEMBER 19, 2021

Of course, it matters what your users experience rather than what some search engine crawler sees, but one of the great things about the Core Web Vitals initiative is that it does measure real user experience rather than what Google Bot sees! Authors are important of course, but is that really what the reader came here to see?

Google 143

Google Traffic Mobile Website 143

Percona

JULY 17, 2023

Instead of the table-based structure of relational databases, MongoDB stores data in documents and collections, a design for handling large amounts of unstructured data and for real-time web applications. It’s a good setup for real-time analytics and high-speed logging. It ranks No.

Open Source 76

Open Source Database Scalability Software 76

Dynatrace

MARCH 19, 2020

Traditional web analytics only provides so much and does not tie into your backend processes and services. Manage Your Design. We will, of course, get through this; however, things are going to change, and if anything, this will spur a period of transformation. What are you using to understand your customers?

Infrastructure 179

Infrastructure Innovation Cloud Metrics 179

Speed Curve

FEBRUARY 25, 2024

Heatmap of the most popular pages and their Web Vitals metrics I then typically switch to the RUM > Design dashboard and use the list of popular interaction elements to determine which ones I want to investigate further. Could the design of the interaction be changed to avoid it? > Does the stylesheet need to be injected?

Analytics 91

Analytics Processing Google Mobile 91

Scalegrid

JANUARY 11, 2024

Sophisticated monitoring solutions like Exabeam Fusion SIEM and Fusion XDR provide thorough analysis, behavioral analytics, and automated features to improve the identification of advanced attacks and insider threats. Of course, this is only true if the native solutions are used within the corresponding environment.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Smashing Magazine

JANUARY 15, 2019

In 2013, A List Apart published Sustainable Web Design by James Christie. Sustainable Web Design. In 2016, O’Reilly published “ Designing For Sustainability ” by Tim Frick. In this book, Tim takes us on a tour of the whys and hows of sustainable design. There are some existing works we can draw on to help us here.

Website Performance 73

Website Performance Website Energy Performance 73

Tasktop

JUNE 6, 2022

The answer to this one is, of course, it depends. Flow Metrics center around the principle that all software-related work — design, development, and delivery — must create value for the business. Current Flow Metrics and analytics will help you create hypotheses and make it clear where you should apply resources. .

Metrics 52

Metrics Strategy Best Practices Analytics 52

Alex Russell

MARCH 6, 2021

Not as much as we'd like, of course, but the worldwide baseline has changed enormously. There are differences, of course, but not where it counts. Chip design choices and silicon economics are the defining feature of the still-growing Performance Inequality Gap. Talk about a hard target. Four years later, has anything changed?

Performance 124

Performance Network Cache Metrics 124

Dynatrace

OCTOBER 14, 2021

Traditional AIOps: Traditional AIOps approaches are designed to reduce alerts and utilize machine-learning models to deliver correlation-based dashboards. A comprehensive, modern approach to AIOps is a unified platform that encompasses observability, AI, and analytics. What are the components of a modern AIOps solution?

Artificial Intelligence 212

Artificial Intelligence DevOps Innovation Metrics 212

Dynatrace

JUNE 1, 2021

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course, end-users that access these applications — including a company’s customers and employees. User experience and business analytics. What does APM stand for?

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Percona

DECEMBER 14, 2022

Online analytical processing , OLAP : Online analytical processing applications enable users to analyze multidimensional data interactively from multiple perspectives which consist of three basic analytical operations: . Of course, there’s always more that can be said. consolidation (roll-up). drill-down.

Database 93

Database Analytics Storage Processing 93

Smashing Magazine

MARCH 2, 2021

While many of us, designers and developers, are likely to have a relatively new mobile phone in our pockets, a vast majority of our customers isn’t quite like us. After all, when we look at our analytics, we will hardly find any customers browsing our sites or apps with a mid-range device on a flaky 3G connection. State Of Mobile 2021.

Mobile 135

Mobile Testing Website Benchmarking 135

Tasktop

JUNE 25, 2019

These excellent tools are built for purpose, such as planning, design, development, testing, service desk and so on, and enable specialists teams to do their jobs more efficiently and collaboratively. Learn more. After attending training, you will have the knowledge to become a VSM ambassador at your organization or agency. Learn more.

Speed 40

Speed Software Software DevOps 40

Testsigma

JANUARY 22, 2020

Focus on analytical thinking : For an automation tester, an instinct for analytics and logical application of concepts is important. This includes test designing as well as execution effort. The automation tester must have good coding skills in order to design the test scripts.

Testing Tools 61

Testing Tools Programming Testing DevOps 61

Tasktop

JUNE 20, 2019

That ‘ideate’ phase includes planning, creating business cases, and UX design to name but a few key activities– very creative and technical work that plays a crucial role in meeting end user needs. Of course not! Clever Value Stream Architecture designs for speed, visibility and traceability and it relies on APIs and abstraction.

Development 45

Development DevOps Google Innovation 45