The Netflix TechBlog

JULY 26, 2021

This happens at an unprecedented scale and introduces many interesting challenges; one of the challenges is how to provide visibility of Studio data across multiple phases and systems to facilitate operational excellence and empower decision making. With the latest Data Mesh Platform, data movement in Netflix Studio reaches a new stage.

Big Data 253

Big Data Government Analytics Processing 253

Dynatrace

AUGUST 2, 2021

As objective measurements, they allow us to make data-driven decisions. But without complex analytics to make sense of them in context, metrics are often too raw to be useful on their own. The Data explorer. Custom threshold colors can make charted metrics more glanceable, while table data or lists can speed drilldown analysis.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

FEBRUARY 9, 2021

How do I solve issues quickly while meeting every regional data privacy regulation? Most monitoring tools lack stringent data privacy controls, which could impact the data privacy of end-users. How do I connect the dots between mobile analytics and performance monitoring? Location data masking. IP address masking.

Analytics 211

Analytics Mobile Performance Monitoring 211

The Netflix TechBlog

OCTOBER 30, 2020

Part of our series on who works in Analytics at Netflix?—?and I’m a Senior Analytics Engineer on the Content and Marketing Analytics Research team. Being an Analytics Engineer is like being a hybrid of a librarian ?? be it SQL, Jupyter Notebooks, Tableau, or Google Sheets. How did I become interested in Analytics?

Analytics 136

Analytics Engineering Innovation Metrics 136

CSS - Tricks

JUNE 25, 2020

.” And the performance tools we use report this kind of data to us readily. There are other analytics we can gather on a site, like usage analytics. There are other analytics we can gather on a site, like usage analytics. Those are real user analytics, but it’s very generic analytic information.

Analytics 93

Analytics Google Metrics Performance Testing 93

Dynatrace

JUNE 26, 2023

In what follows, we define software automation as well as software analytics and outline their importance. What is software analytics? This involves big data analytics and applying advanced AI and machine learning techniques, such as causal AI. We also discuss the role of AI for IT operations (AIOps) and more. Operations.

Software 193

Software Software Analytics Big Data 193

The Netflix TechBlog

OCTOBER 27, 2020

By Tianlong Chen and Ioannis Papapanagiotou Netflix has more than 195 million subscribers that generate petabytes of data everyday. Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy.

Latency 243

Latency Storage Big Data Tuning 243

Dynatrace

FEBRUARY 9, 2021

As an application owner, product manager, or marketer, however, you might use analytics tools like Adobe Analytics to understand user behavior, user segmentation, and strategic business metrics such as revenue, orders, and conversion goals. Common examples of data points that makes sense to have in many systems are: Session IDs.

Analytics 139

Analytics Mobile Airlines Monitoring 139

The Morning Paper

SEPTEMBER 10, 2019

Procella: unifying serving and analytical data at YouTube Chattopadhyay et al., Anchored in the primary use case of supporting Google’s YouTube business, what we’re looking at here could well be the future of data processing at Google. Because they had too many data processing systems! ;). VLDB’19.

Analytics 75

Analytics Latency Cache Google 75

Dynatrace

JANUARY 3, 2020

Data capture is a powerful way to add business context, but it must be used responsibly. The addition of the Digital Business Analytics module to the Dynatrace Software Intelligence Platform gives you a new way to understand the impact that application errors, performance and user behavior have on your business. Guard rails.

Best Practices 132

Best Practices Analytics Education Google 132

Dynatrace

NOVEMBER 17, 2020

OpenTracing data is seamlessly integrated by PurePath 4, which also unlocks more than 30 pre-instrumented technologies. PurePath 4 supports serverless computing out-of-the-box, including Kubernetes services from Amazon Web Services (AWS) , Microsoft Azure , and Google Cloud Platform (GCP). Waterfall visualization of all requests.

Analytics 159

Analytics Technology Technology Cloud 159

Dynatrace

MARCH 27, 2024

Modern enterprises today use a myriad of enterprise Software-as-a-service (SaaS) applications and productivity suites to run business operations, such as Microsoft 365, Google Workspace, Salesforce, Slack, Zendesk, Zoom, GitHub, and many more. Let’s see a pie chart with the breakdown of log events per SaaS application.

AWS 250

AWS Analytics Government Monitoring 250

Dynatrace

JANUARY 30, 2024

For example, AI is a great candidate for automating tedious, manual tasks such as aggregating data. Additionally, as the program gathers more data, it will enable predictive analytics to forecast future talent and skill deficits. However, during Episode 74 of the Tech Transforms podcast , we discussed the roles that AI can fill.

Artificial Intelligence 207

Artificial Intelligence Government Innovation Programming 207

KeyCDN

AUGUST 29, 2019

Running speed tests with tools like Google PageSpeed Insights , WebPageTest , or KeyCDN’s Website Speed Test are always a good way to help gauge your website’s performance. While these metrics can be very helpful it is also important to keep this data in perspective. Why Care About Page Speed? A site which loads in 2.6

Google 103

Google Cache Speed Analytics 103

Dynatrace

APRIL 25, 2023

These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing. Observability is typically achieved by collecting three types of data from a system, metrics, logs and traces.

Serverless 213

Serverless Lambda Azure AWS 213

CSS Wizardry

JUNE 30, 2023

Knowing when your main bundles have run is great insight in lieu of more forensic runtime data, and it’s something I look at with any client that leans heavily on (frameworks that lean heavily on) defer or type=module. It would also seem that Treo (which is a truly amazing tool) surfaces DOMContentLoaded data for a given origin.

Metrics 326

Metrics Google Monitoring Analytics 326

Dynatrace

MARCH 3, 2022

Kris Saling – Chief Analytics Officer for the Army Talent Management Task Force and Director of People Analytics in the Office of the Assistant Secretary of the Army (Manpower & Reserve Affairs). Chakib Chraibi – Chief Data Scientist and ODS Acting Associate Director at NTIS, US Department of Commerce.

Logistics 198

Logistics Government Analytics Google 198

O'Reilly

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. We didn’t use the data from these respondents; in practice, discarding this data had no effect on the results.

Azure 145

Azure Social Media Programming AWS 145

Dynatrace

MAY 27, 2022

Kris Saling – Chief Analytics Officer for the Army Talent Management Task Force and Director of People Analytics in the office of the Assistant Secretary of the Army (Manpower and Reserve Affairs). Jazmin Furtado – Liaison at AI Accelerator and Data Strategy Lead at U.S. Google Podcasts. Space Force.

Monitoring 206

Monitoring Government Analytics Education 206

Dynatrace

MARCH 29, 2024

Teams require innovative approaches to manage vast amounts of data and complex infrastructure as well as the need for real-time decisions. Some of these challenges involve basic tasks—such as data collection. Dynatrace Grail enables organizations to ingest data without predefining schema.

Artificial Intelligence 188

Artificial Intelligence DevOps Strategy Open Source 188

Dynatrace

FEBRUARY 16, 2023

But the cloud also produces an explosion of data. And with that data comes the thorn to the cloud’s rose: increased complexity. The cloud is delivering an explosion of data and an incredible increase in its complexity. You have to get automation and analytical capabilities.”

Artificial Intelligence 199

Artificial Intelligence Analytics Cloud Innovation 199

Dynatrace

DECEMBER 11, 2023

Although you disagree with the assessment, you can’t dispute it because you don’t have the data to show that the pipeline is not slower. The question is, what can be done with this data? At Dynatrace, we measure the DORA metrics from Google. At Dynatrace, Jenkins is the most used Continuous Integration (CI) tool.

Open Source 192

Open Source Analytics Metrics Cloud 192

Scalegrid

JANUARY 8, 2024

The partnership between AI and cloud computing brings about transformative trends like enhanced security through intelligent threat detection, real-time analytics, personalization, and the implementation of edge computing for quicker on-site decision-making.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

AUGUST 28, 2023

He also suggested ways to capitalize on data analytics to better prepare our nation for times of need. Apple Podcasts Spotify Google Podcasts Amazon Music Pocket Casts Stitcher The post Tech Transforms podcast: Supply chain meets modernization appeared first on Dynatrace news. I understand, and I lived with the problem.”

Healthcare 194

Healthcare Government Analytics Google 194

Dynatrace

AUGUST 28, 2023

Almost two decades ago, a Google experiment showed that fast-loading transactions are more important to customers than content quality—even small increases in transaction delay result in substantially more abandoned sessions. Unsynchronized and siloed data prevents real-time decision-making and business automation.

Retail 208

Retail Logistics Innovation Analytics 208

Jos

MARCH 13, 2020

Using Test My Site from Think with Google : Gives you an estimation of potential revenue increase for your site when saving loading time. It’s important to track these conversion events, and you can do it in your own system or leveraging tools like Google Analytics or Facebook Analytics.

Performance 204

Performance Google Mobile Analytics 204

Dynatrace

FEBRUARY 16, 2023

More importantly, these tools are fundamentally backward-looking, lacking both the time and dimensional granularity required for carbon-emission analytics and optimization insights. Environmental sustainability emphasizes our collective responsibility to take action; for this, we need intelligence and analytics, not just historical reports.

Energy 188

Energy Airlines Analytics Transportation 188

The Polyglot Developer

MARCH 2, 2016

This data can be tracked in iOS and Android using Google Analytics. We are lucky enough to be able to use Google Analytics within an Ionic 2 mobile application. If you’ve been keeping up with my blog you’ll know I wrote about using Google Analytics in an Ionic Framework 1 application.

Analytics 40

Analytics Google Mobile Development 40

Dynatrace

FEBRUARY 8, 2021

Leveraging cloud-native technologies like Kubernetes or Red Hat OpenShift in multicloud ecosystems across Amazon Web Services (AWS) , Microsoft Azure, and Google Cloud Platform (GCP) for faster digital transformation introduces a whole host of challenges. Collecting data requires massive and ongoing configuration efforts.

Cloud 261

Cloud Azure Analytics AWS 261

Dynatrace

SEPTEMBER 13, 2023

And how can you verify this performance consistently across a multicloud environment that also uses Microsoft Azure and Google Cloud Platform frameworks? This is where unified observability and Dynatrace Automations can help by leveraging causal AI and analytics to drive intelligent automation across your multicloud ecosystem.

AWS 252

AWS Efficiency Azure Cloud 252

Dynatrace

APRIL 21, 2021

Great user experiences start with Core Web Vitals (CWVs) — a set of metrics defined by Google to help measure user experience at scale. They are part of Web Vitals , a quality standards initiative by Google that helps web developers deliver great user experiences. If sites take 6 seconds to load, bounce rates mushroom by 106%.

Metrics 134

Metrics Google Website Speed 134

Dynatrace

APRIL 21, 2021

The Business Insights team at Dynatrace has been working with our largest Digital Experience Monitoring customers to help them turn the Core Web Vitals data they’re collecting with Dynatrace into actionable insights they can use to optimize pages ahead of this June 2021 change in Google’s search ranking algorithm. 28-day lookbacks.

Traffic 264

Traffic Metrics Mobile Analytics 264

Speed Curve

NOVEMBER 27, 2023

Earlier this year, Google announced that Interaction to Next Paint (INP) is no longer an experimental metric. In this post, we'll look at real-world data and attempt to answer: What correlation – if any – does INP have with actual user behavior and business metrics? You need to look at your own data to confirm.

Google 109

Google Traffic Ecommerce Metrics 109

Dynatrace

FEBRUARY 13, 2020

We’re able to help drive speed, take multiple data sources, bring them into a common model and drive those answers at scale.”. Ability to create custom metrics and events from log data, extending Dynatrace observability to any application, script or process. We’ve seen a doubling of Kubernetes usage in the past six months,” Steve said.

Performance 242

Performance Analytics Mobile Innovation 242

Jos

MARCH 13, 2020

Using Test My Site from Think with Google : Gives you an estimation of potential revenue increase for your site when saving loading time. It’s important to track these conversion events, and you can do it in your own system or leveraging tools like Google Analytics or Facebook Analytics. Take this example: Mobile.

Performance 130

Performance Google Mobile Analytics 130

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. Gathering Data. It’s when we begin to graph the data that useful patterns emerge. Visualising the Data.

Speed 292

Speed Ecommerce Metrics Analytics 292

Scalegrid

MARCH 14, 2024

Implementing a hybrid cloud solution involves careful decision-making regarding application and data placement, migration strategies, and choosing compatible cloud service providers while ensuring seamless integration and addressing security and compliance challenges.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130