Dynatrace

JANUARY 21, 2025

Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts. Seasonal Baseline: Ideal for metrics with predictable seasonal patterns, this option leverages Davis AI to create a confidence band based on historical data, accounting for expected variations.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

DECEMBER 13, 2023

As a result, organizations need to monitor mobile app performance metrics that are meaningful and actionable by gaining adequate observability of mobile app performance. There are many common mobile app performance metrics that are used to measure key performance indicators (KPIs) related to user experience and satisfaction.

Best Practices 246

Best Practices Mobile Metrics Performance 246

Dynatrace

FEBRUARY 13, 2025

Explore OpenTelemetry data with Dynatrace Dynatrace makes unified observability possible by storing all data in Grail, a unified and purpose-built data lakehouse optimized for storing and analyzing traces, metrics, logs, and more. With Notebooks , you can Chart, analyze, set up alerts, and forecast any of your metrics. Whats next?

Open Source 173

Open Source Metrics Engineering 173

Dynatrace

OCTOBER 29, 2024

The Dynatrace platform automatically captures and maps metrics, logs, traces, events, user experience data, and security signals into a single datastore, performing contextual analytics through a “power of three AI”—combining causal, predictive, and generative AI. Watch video Want to go deeper? What’s behind it all?

Innovation 288

Innovation Strategy Cloud AWS 288

Dynatrace

OCTOBER 17, 2022

Dynatrace metric events offer the flexibility needed to customize your anomaly detection configuration. Metric events give you the power to transform and combine one or more metrics and choose one of the built-in monitoring strategies so that entities can be evaluated independently. There are two stages where data is analyzed.

Metrics 245

Metrics Strategy Infrastructure Monitoring 245

The Netflix TechBlog

NOVEMBER 2, 2021

Moorthy and Zhi Li Introduction Measuring video quality at scale is an essential component of the Netflix streaming pipeline. Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few.

Media 175

Media Innovation Metrics Latency 175

Dynatrace

FEBRUARY 13, 2025

Video 1: Installing extensions from the Hub However, the opposite situation can happen as well. Video 2: Expanding database monitoring according to discovery findings The condition of the databases is one of the most significant factors indicating the health of the whole application. Extensions bring you a load of metrics.

Transportation 147

Transportation Monitoring Database Metrics 147

Dynatrace

MARCH 12, 2025

Amazon Bedrock , equipped with Dynatrace Davis AI and LLM observability , gives you end-to-end insight into the Generative AI stack, from code-level visibility and performance metrics to GenAI-specific guardrails. Video overview of Amazon Bedrock dashboard with Dynatrace AI and LLM Observability solution.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

JANUARY 21, 2025

Finally, Dynatrace requires metrics data to be sent with delta temporality , not cumulative temporality. This means that youll need to include the cumulativetodelta processor in: Your Collector configuration ( cumulativetodelta ) Your metrics pipeline ( pipelines.metrics ) Never store your Dynatrace token and tenant name in plain text.

Metrics 253

Metrics Education Cloud Programming 253

The Netflix TechBlog

JUNE 14, 2023

We could also swap out the implementation of a field from GraphQL Shim to Video API with federation directives. So, we relied on higher-level metrics-based testing: AB Testing and Sticky Canaries. To determine customer impact, we could compare various metrics such as error rates, latencies, and time to render. How does it work?

Traffic 355

Traffic Latency Metrics Cache 355

Dynatrace

AUGUST 5, 2020

Recently introduced improvements to Visually complete and new web performance metrics for Real User Monitoring are now available for Synthetic Monitoring as well. Ensure better user experience with paint-focused performance metrics. These metrics are tightly connected to the perceived load speed of your application.

Metrics 246

Metrics Monitoring Performance Benchmarking 246

Dynatrace

APRIL 8, 2022

All metrics, traces, and real user data are also surfaced in the context of specific events. With Dynatrace, you can create custom metrics based on user-defined log events. Also depicted is Dynatrace instrumentation of the pods that deliver metrics and trace data to the Dynatrace environment.

Metrics 245

Metrics Analytics Software Architecture Open Source 245

Speed Curve

JANUARY 27, 2025

Video – Over the past couple of years, video has proliferated hugely. This is a potential cause for concern for anyone who cares about metrics like Largest Contentful Paint, which measures the largest visual element on a page – including videos. Learn how to optimize images. More on that below.)

Mobile 97

Mobile Best Practices Google Metrics 97

The Netflix TechBlog

AUGUST 28, 2020

As the number of 4K titles in our catalog continues to grow and more devices support the premium features, we expect these video streams to have an increasing impact on our members and the network. We also show the corresponding full frame which helps to get a sense of how the cutout fits in the corresponding video frame.

Network 334

Network Storage Innovation Mobile 334

Dynatrace

DECEMBER 22, 2019

To reduce your CloudWatch costs and throttling, you can now select from additional services and metrics to monitor. Get up to 300 new AWS metrics out of the box. Dynatrace ingests AWS CloudWatch metrics for multiple preselected services. Amazon Kinesis Video Streams. Select Add metric to save your settings.

AWS 200

AWS Metrics IoT Storage 200

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit and Fluentd were created for the same purpose: collecting and processing logs, traces, and metrics. Observability: Elevating Logs, Metrics, and Traces! What is Fluent Bit?

Best Practices 279

Best Practices IoT Metrics Storage 279

Dynatrace

DECEMBER 22, 2019

To reduce your CloudWatch costs and throttling, you can now select from additional services and metrics to monitor. Get up to 300 new AWS metrics out of the box. Dynatrace ingests AWS CloudWatch metrics for multiple preselected services. Amazon Kinesis Video Streams. Select Add metric to save your settings.

AWS 182

AWS Metrics IoT Storage 182

The Netflix TechBlog

JANUARY 2, 2025

These UA campaigns typically feature static creatives, launch trailers, and game review videos on platforms like Google, Meta, and TikTok. The primary goals of these campaigns are to encourage more people to install and play the games, making incremental installs and engagement crucial metrics for evaluating their effectiveness.

Analytics 187

Analytics Engineering Games Entertainment 187

The Netflix TechBlog

DECEMBER 19, 2024

Imagine a ML practitioner on the Netflix Content ML team, sourcing features from hundreds of columns in our data warehouse, and creating a multitude of models against a growing suite of metrics. Take a look at two interesting examples of this pattern in the documentation. Try it athome It couldnt be easier to get started with Configs!Just

Best Practices 200

Best Practices Cache Metrics Code 200

Dynatrace

JUNE 21, 2024

Define monitoring goals and user experience metrics Next, define what aspects of a digital experience you want to monitor and improve — such as website performance, application responsiveness, or user engagement — and prioritize what to measure for each application. The time it takes to begin the page’s load event. Load event end.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

Dynatrace

MAY 5, 2021

In fact, for most of us, has become a priority, requiring us to expand our focus on observability to include business analytics metrics. To introduce the video part of this blog, here’s a (short) story about silos; does this one sound familiar? And now, the video…. Is your organization’s story filled with villains or heroes?

Analytics 246

Analytics Metrics Engineering Design 246

The Netflix TechBlog

OCTOBER 14, 2021

by Joel Sole, Mariana Afonso, Lukas Krasula, Zhi Li, and Pulkit Tandon Introducing the banding artifacts detector developed by Netflix aiming at further improving the delivered video quality Banding artifacts can be pretty annoying. Just a subtle change in the video signal can cause banding artifacts. Banding artifact?

Open Source 199

Open Source Metrics Government Processing 199

Dynatrace

SEPTEMBER 4, 2020

If you’re not familiar with Site Reliability Engineering (SRE) and the concepts of Service Level Indicators (SLIs), Service Level Objectives (SLOs) and Service Level Agreements (SLAs) I recommend watching the YouTube Video from Google Engineers called SLIs, SLOs, SLAs, oh my! class SRE implements DevOps) !

DevOps 326

DevOps Metrics Innovation Azure 326

Dynatrace

JULY 30, 2021

Watch the video here, open it on YouTube or watch it on Dynatrace University (including access to slides): If you want to try this yourself then just follow the guidance from Kristof. As mentioned above I encourage you to watch Kristof’s video closely and also download the slides from Dynatrace University. Step 3: SLOs. So – go ahead!

Cloud 246

Cloud Metrics Strategy Monitoring 246

The Netflix TechBlog

FEBRUARY 13, 2023

In addition, we provide a unified library that enables ML practitioners to seamlessly access video, audio, image, and various text-based assets. Background Match Cutting is a video editing technique. Step 1 We download a video file and produce shot boundary metadata.

Media 293

Media Storage Infrastructure Systems 293

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources. Video encoding is essentially a search problem?—?the

Media 246

Media Open Source Software Engineering Efficiency 246

Dynatrace

NOVEMBER 6, 2023

As an example, many retailers already leverage containerized workloads in-store to enhance customer experiences using video analytics or streamline inventory management using RFID tracking for improved security. In this case, Davis finds that a Java Spring Micrometer metric called Failed deliveries is highly correlated with CPU spikes.

Retail 306

Retail Analytics Storage Cloud 306

Speed Curve

SEPTEMBER 20, 2022

Largest Contentful Paint (LCP) measures when the largest visual element (image or video) finishes rendering. Element Timings can be collected in both Synthetic and RUM by configuring them in the Custom Metrics section of your settings: Adding a custom metric in SpeedCurve. video element's poster image. text nodes.

Metrics 141

Metrics Retail Mobile Analytics 141

Dynatrace

NOVEMBER 15, 2021

The ops team understood the concept of business metrics like NPS, conversions rates, even call center volume—but believed these KPIs were meant for other teams. Similarly, IT’s solid SLOs and Apdex scores—important metrics agreed upon by the app owner and IT—were met with a lack of enthusiasm by the business team.

FinTech 299

FinTech Metrics Website Monitoring 299

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. The performance SLO needs a custom SLI metric, which you can configure as follows. Once you define the SLI metric, you can create an SLO based on the number of requests with proper response time.

Software 306

Software Software Benchmarking Latency 306

Dynatrace

SEPTEMBER 8, 2023

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Dynatrace users typically use extensions to pull technical monitoring data, such as device metrics, into Dynatrace.

Database 290

Database Artificial Intelligence Metrics Monitoring 290

Dynatrace

AUGUST 21, 2024

This approach enhances key DORA metrics and enables early detection of failures in the release process, allowing SREs more time for innovation. This blog post explores the Reliability metric , which measures modern operational practices. Why reliability?

Engineering 262

Engineering Systems Latency Metrics 262

Dynatrace

JULY 11, 2023

>> Scroll down to see predictive capacity management in action (14-second video) Our recent blog post, Stay ahead of the game: Forecast IT capacity with Dynatrace Grail and Davis AI , showed how Dynatrace Notebooks are used to predict the future behavior of time series data stored in Grail™.

Metrics 246

Metrics Games Analytics Network 246

Dynatrace

JUNE 1, 2023

Certain SLOs can help organizations get started on measuring and delivering metrics that matter. With this objective, the app ensures that users experience real-time feedback and immediate updates when logging workouts, recording sets and reps, or tracking performance metrics. for the workout video playback feature.

Website 245

Website Latency Traffic DevOps 245

The Netflix TechBlog

SEPTEMBER 8, 2020

As an example, to render the screen shown here, the app sends a query that looks like this: paths: ["videos", 80154610, "detail"] A path starts from a root object , and is followed by a sequence of keys that we want to retrieve the data for. Instead, it is part of a different path : [videos, <id>, similars].

Latency 237

Latency Cache Java Traffic 237

Dynatrace

SEPTEMBER 16, 2022

Watch the video below or read on to learn more about the benefits of an end-to-end platform for mobile app owners. . Out-of-the-box, Dynatrace provides experience metrics using Apdex rating s to illustrate how users are experiencing a particular application. Tracking every mobile user interaction .

Mobile 264

Mobile Metrics Monitoring Latency 264

The Netflix TechBlog

APRIL 29, 2019

We use Python through the full content lifecycle, from deciding which content to fund all the way to operating the CDN that serves the final video to 148 million members. video streaming) takes place in the Open Connect network. We use and contribute to many open-source Python packages, some of which are mentioned below.

Open Source 279

Open Source Network Infrastructure Big Data 279