Dynatrace

JUNE 4, 2024

Build an umbrella for Development and Operations In modern software engineering, the discipline of platform engineering delivers DevSecOps practices to developers to bridge the gaps between development, security, and operations and enhance the developer experience.

Metrics 222

Metrics Engineering Code Tuning 222

Dynatrace

JULY 14, 2022

We also explore how to improve user experiences within the Zero Trust framework and how to develop security metrics that eliminate DevSecOps bottlenecks. Tune in for Mark and Willie’s highlights and takeaways from the event. Episode 40 – Security Metrics: Measure Twice, Cut Once with Rick Stewart. Enjoy the summer break!

Metrics 189

Metrics Social Media Government Media 189

The Netflix TechBlog

DECEMBER 7, 2020

VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. In the rest of this blog, we highlight three other areas of recent development, as our efforts toward making VMAF a better quality metric for the community. animation vs. documentary).

Metrics 154

Metrics Open Source Tuning Speed 154

Dynatrace

MARCH 15, 2024

Understanding OpenTelemetry OpenTelemetry is an open, vendor-neutral standard for creating, collecting, and transferring telemetry data, like traces, metrics, and logs. A collector helps developers control their telemetry data streams for each signal. So, stay tuned.

Open Source 277

Open Source Best Practices Infrastructure Tuning 277

Dynatrace

APRIL 5, 2024

For instance, consider how fine-tuned failure rate detection can provide insights for comprehensive understanding. Please refer to How to fine-tune failure detection (dynatrace.com) for further information. Path 2 (easier): I’m familiar with my application and the development team.

Efficiency 218

Efficiency Traffic Tuning Metrics 218

The Netflix TechBlog

JUNE 14, 2023

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. We spent the next few months diving into these high-level metrics and fixing issues such as cache TTLs, flawed client assumptions, etc.

Traffic 353

Traffic Latency Cache Metrics 353

Dynatrace

MAY 30, 2020

Dynatrace Visually complete is a point-in-time web performance metric that measures when the visual area of a page has finished loading. Dynatrace is the only solution that provides these user experience metrics consistently for real user monitoring as well as for synthetic monitors. More precisely, you can now: . What you can achieve.

Metrics 132

Metrics Performance Benchmarking Monitoring 132

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. We’ve just enhanced Dynatrace OneAgent with an open metric API. Here’s a quick overview of what you can achieve now that the Dynatrace Software Intelligence Platform has been extended to ingest third-party metrics. Dynatrace news.

Open Source 250

Open Source Metrics Analytics Tuning 250

The Netflix TechBlog

FEBRUARY 13, 2024

In this blog post, we will develop a statistical procedure to do just that, and describe the impact of these developments at Netflix. One of the metrics Netflix monitors in canary tests is how long it takes for the video stream to start when a title is requested by a user. level after about 60 seconds. What’s next?

Testing 239

Testing Software Software Metrics 239

Dynatrace

APRIL 3, 2023

UK Home Office: Metrics meets service The UK Home Office is the lead government department for many essential, large-scale programs. From development tools to collaboration, alerting, and monitoring tools, Dimitris explains how he manages to create a successful—and cost-efficient—environment.

Efficiency 186

Efficiency Social Media Artificial Intelligence Cloud 186

The Netflix TechBlog

NOVEMBER 11, 2022

Domain experts specify the characteristics of anomalous incidents in a given context and develop a set of rule-based functions to discover the anomalous incidents. With the help of security experts, we have designed and developed heuristic functions in order to discover a wide range of suspicious behaviors.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

FEBRUARY 9, 2022

One of the primary drivers behind digital transformation initiatives is the desire to streamline application development and delivery to bring higher quality, more secure software to market faster. Because of these issues, developers often still lack control over the behavior of their monitoring platform.

Code 210

Code Software Software DevOps 210

Dynatrace

MARCH 15, 2024

Understanding OpenTelemetry OpenTelemetry is an open, vendor-neutral standard for creating, collecting, and transferring telemetry data, like traces, metrics, and logs. A collector helps developers control their telemetry data streams for each signal. So, stay tuned.

Open Source 130

Open Source Best Practices Infrastructure Tuning 130

Dynatrace

APRIL 25, 2023

It helps developers and operators identify and troubleshoot issues, optimize performance and improve user experience. Enable faster development and deployment cycles by abstracting away the infrastructure complexity. Observability is typically achieved by collecting three types of data from a system, metrics, logs and traces.

Serverless 200

Serverless Lambda Azure AWS 200

Dynatrace

OCTOBER 6, 2022

The demo has been in active development since the summer of 2022 with Dynatrace as one of its leading contributors. Because it includes examples of 10 programming languages OpenTelemetry supports with SDKs, the application makes a good reference for developers on how to use OpenTelemetry. Dynatrace metrics exporter ?

Open Source 167

Open Source Metrics Tuning Technology 167

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. From a high-level point of view, platform engineering aims to: Reduce the cognitive load on development teams.

Government 187

Government Best Practices DevOps Engineering 187

The Netflix TechBlog

JUNE 7, 2021

By Alok Tiagi , Hariharan Ananthakrishnan , Ivan Porto Carrero and Keerti Lakshminarayan Netflix has developed a network observability sidecar called Flow Exporter that uses eBPF tracepoints to capture TCP flows at near real time. The Flow Exporter also publishes various operational metrics to Atlas.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

JUNE 2, 2020

Move towards BizDevOps : Cover all automation and integration use cases across your organization, not just in the Development department. Many use cases in your software development, delivery, and operations depend on the real-time data that your Dynatrace monitoring environment collects. Automate your business with Dynatrace.

Metrics 185

Metrics Scalability Tuning Monitoring 185

Dynatrace

APRIL 26, 2022

Fast, consistent application delivery creates a positive user experience that can ultimately drive customer loyalty and improve business metrics like conversion rate and user retention. Expanding on the traditional observability pillars of metrics, logs, and traces, DEM collects user experience data to complete the end-to-end picture.

Monitoring 196

Monitoring Social Media IoT Metrics 196

Dynatrace

DECEMBER 2, 2021

These can include business metrics, such as conversion rates, uptime, and availability; service metrics, such as application performance; or technical metrics, such as dependencies to third-party services, underlying CPU, and the cost of running a service. For example, if your SLO guarantees 99.5% What are SLIs? Avoid downtime.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

The Netflix TechBlog

NOVEMBER 9, 2021

Netflix is proud to be a founding member of AOMedia and a key contributor to the development of AV1. Netflix has also partnered with YouTube to develop an open-source solution for an AV1 decoder on game consoles that utilizes the additional power of GPUs. The specification of AV1 was published in 2018.

Media 246

Media Open Source Efficiency Software Engineering 246

Dynatrace

OCTOBER 2, 2023

Microservices applications comprise independent services that teams develop, deploy, and maintain separately. End-to-end observability starts with tracking logs, metrics, and traces of all the components, providing a better understanding of service relationships and application dependencies.

Architecture 225

Architecture Artificial Intelligence Cloud Open Source 225

Dynatrace

MAY 17, 2023

To ensure high standards, it’s essential that your organization establish automated validations in an early phase of the software development process—ideally when code is written. In this case, the four golden signals (latency, traffic, errors, and saturation) are derived from span attributes and DQL metric queries via Dynatrace Grail™.

DevOps 180

DevOps Traffic Latency Best Practices 180

Dynatrace

APRIL 20, 2022

We wanted to expand and provide business process metrics (# of total orders per restaurant, orders canceled ratios, time per order, ingredients in or out of stock …) to quickly react to any issues and also get automatically alerted on anomalies. To do that our developers use frameworks such as Micrometer to expose their own metrics (e.g.:

Metrics 193

Metrics Mobile Internet Internet 193

Dynatrace

FEBRUARY 17, 2022

“If you’re going to have an SLO, you should have a story in mind of why you’re setting up all these alerts and collecting all these metrics. This enhancement enables developers to easily incorporate software intelligence capabilities, such as observability, AIOps , and application security data, into their applications.

Technology 203

Technology Technology Cloud Infrastructure 203

Dynatrace

OCTOBER 8, 2020

These serverless functions allow developers to focus on their business logic. Full integration with existing Dynatrace capabilities for AWS Lambda (for example, metric ingestion via AWS Cloud Watch). Fully integrated with existing Dynatrace capabilities for AWS Lambda, including metric ingestion via AWS Cloud Watch.

Lambda 287

Lambda AWS Programming Serverless 287

Dynatrace

FEBRUARY 19, 2021

To provide “quality signals that are essential to delivering a great user experience on the web,” Google introduced their Core Web Vitals initiative last year, advocating the Largest contentful paint , Cumulative layout shift , and First input delay metrics. with: Aggregated field metrics?rather?than?valuable?details

Google 225

Google Metrics Monitoring Network 225

Dynatrace

JULY 24, 2023

The evolution of DevOps automation Since the concept of DevOps emerged around 2007 and 2008 in response to pain points with Agile development, DevOps automation has been continuously evolving. As a result, it saves critical developer time and expedites the mean time to resolution (MTTR).

DevOps 213

DevOps Traffic Efficiency Servers 213

The Netflix TechBlog

AUGUST 10, 2020

What we have improved on Keeping in mind our goal to maintain ubiquitous device support, we leveraged what we learned from innovations implemented during the development of newer encode families and have made a number of improvements to our H.264/AVC Further tuning of pre-defined encoding parameters.

Innovation 239

Innovation Traffic Network Efficiency 239

Dynatrace

NOVEMBER 24, 2020

The ultimate goal of each of these reviews is to identify gaps, quantify risk, and develop recommendations for improving the team, processes, and architecture with each of the five pillars. Automatic collection of the entire set of services that publish metrics to Amazon CloudWatch. Stay tuned. Common findings.

AWS 142

AWS Artificial Intelligence Best Practices Lambda 142

The Netflix TechBlog

NOVEMBER 2, 2021

In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality. The inter-layer communication is based on our internally developed and maintained Timestone queuing system. All three requested quality metrics will be calculated for each chunk. Assembly for two of the metrics (e.g.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

FEBRUARY 7, 2020

Devonte Emokpae , Head of Development, Doctify. It brings more visibility and more accountability from the developer. With support for the new Metrics REST API , Davis Assistant will soon support many new interactions for retrieving high-value metrics. Talking to him it has become part of my daily routine.”.

Airlines 211

Airlines Metrics Tuning Analytics 211

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. This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. SRE is no exception, with practitioners and development teams each having their favorites.

Best Practices 181

Best Practices Open Source Tuning Infrastructure 181

Dynatrace

SEPTEMBER 29, 2021

Container technology is very powerful as small teams can develop and package their application on laptops and then deploy it anywhere into staging or production environments without having to worry about dependencies, configurations, OS, hardware, and so on. Docker is more than containers, though. Watch webinar now! Observability. Security.

Open Source 295

Open Source Traffic DevOps Cloud 295

Percona

FEBRUARY 24, 2023

Key highlights of PMM 2.35: Access Control (Tech Preview): Limit access to metrics Disclaimer: Please note that PMM Access Control is currently in technical preview and is subject to change. PMM Dashboards offer valuable insights for monitoring database metrics and troubleshooting. Stay tuned!

Availability 92

Availability Metrics Monitoring Open Source 92

The Netflix TechBlog

SEPTEMBER 18, 2020

Full ownership often means building new data pipelines, navigating complex schemas and large data sets, developing or improving metrics for business performance, and creating intuitive visualizations and dashboards?—?always Others have grown into new areas as part of their professional development at Netflix.

Analytics 240

Analytics Engineering Data Engineering Tuning 240