Dynatrace

AUGUST 2, 2021

Metrics matter. But without complex analytics to make sense of them in context, metrics are often too raw to be useful on their own. To achieve relevant insights, raw metrics typically need to be processed through filtering, aggregation, or arithmetic operations. Examples of metric calculations. Dynatrace news.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

APRIL 7, 2022

Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. Davis topology-aware anomaly detection and alerting for your Micrometer metrics. Topology-related custom metrics for seamless reports and alerts. Micrometer uses a registry to export metrics to monitoring systems.

Metrics 220

Metrics Java Latency Cache 220

Dynatrace

MARCH 16, 2022

Now, Dynatrace has the ability to turn numerical values from logs into metrics, which unlocks AI-powered answers, context, and automation for your apps and infrastructure, at scale. The parameter Billed Duration is only available in logs , so it makes sense to extract it from your logs so that you can keep an eye on your cloud costs.

Metrics 226

Metrics Lambda Infrastructure Monitoring 226

Dynatrace

NOVEMBER 3, 2023

address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: Comprehensive metrics support Extensions 2.0 These bundles ensure the provisioning of pre-configured dashboards, alerts, unified analysis views, and a topology model that relates metrics and entities.

Technology 255

Technology Technology Scalability Availability 255

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Dynatrace is widely recognized for its AI capabilities’ ability to predict and prevent issues, and automatically identify root causes, maximizing availability. Automation, however, should not be done in isolation of tech.

Availability 236

Availability DevOps Analytics Cloud 236

Dynatrace

NOVEMBER 22, 2022

The nirvana state of system uptime at peak loads is known as “five-nines availability.” In its pursuit, IT teams hover over system performance dashboards hoping their preparations will deliver five nines—or even four nines—availability. But is five nines availability attainable? Downtime per year. 90% (one nine).

Infrastructure 195

Infrastructure Availability Systems Retail 195

Dynatrace

NOVEMBER 3, 2023

The five key metrics to improve customer satisfaction To help turn this around, Dynatrace makes available its unified observability platform, which captures all CX interactions and transactions in an automated, intelligent manner – including user session replays. When combined, key metrics will generate an accurate CX index score.

Metrics 226

Metrics Government Website Monitoring 226

Dynatrace

JUNE 3, 2022

The type of breached baseline (auto-detected baseline or fixed manual threshold) is also available as additional information in the crash rate increase section. The post Identify issues immediately with actionable metrics and context in Dynatrace Problem view appeared first on Dynatrace blog. How to get started. New to Dynatrace?

Metrics 234

Metrics Mobile IoT Monitoring 234

DZone

AUGUST 21, 2021

Speed, UX, availability, and frequency of updates are increasingly important with mobile apps. Consumers and enterprises alike expect more from software. The responsibility of developers keeps growing, and as mobile apps get more complex, new tools for mobile performance monitoring and testing are being born.

Mobile 246

Mobile Metrics Performance Speed 246

DZone

JUNE 16, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you interested in open-source observability but lack the knowledge to just dive right in? Dive right into a free, online, self-paced, hands-on workshop introducing you to Prometheus.

Metrics 189

Metrics Open Source Monitoring Design 189

Dynatrace

DECEMBER 18, 2023

To get a more granular look into telemetry data, many analysts rely on custom metrics using Prometheus. Named after the Greek god who brought fire down from Mount Olympus, Prometheus metrics have been transforming observability since the project’s inception in 2012.

Metrics 190

Metrics Engineering Energy Tuning 190

Dynatrace

MAY 17, 2023

That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. In addition to tracing, observability also defines two other key concepts, metrics and logs. When software runs in a monolithic stack on on-site servers, observability is manageable enough. What is OpenTelemetry?

Metrics 192

Metrics Open Source Traffic Cache 192

CSS Wizardry

JUNE 30, 2023

I never thought I’d write an article in defence of DOMContentLoaded , but here it is… For many, many years now, performance engineers have been making a concerted effort to move away from technical metrics such as Load , and toward more user-facing, UX metrics such as Speed Index or Largest Contentful Paint. Or are they…?

Metrics 330

Metrics Google Monitoring Code 330

Dynatrace

JULY 11, 2023

Captures metrics, traces, logs, and other telemetry data in context. Smartscape topology mapping: Dynatrace uses its Smartscape technology to semantically map metrics, traces, logs, and real user data to specific Kubernetes objects, including containers, pods, nodes, and services.

Architecture 178

Architecture Availability Infrastructure Monitoring 178

DZone

JUNE 28, 2021

There are numerous programming languages available today, with new ones continuously emerging. The following list is prepared after considering metrics like recent trends, language popularity, career prospects, open-source projects, and more. Which Automation Programming Language Is the Best for Testing?

Programming 363

Programming Artificial Intelligence Blockchain Java 363

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 358

Traffic Latency Metrics Cache 358

Dynatrace

JANUARY 18, 2022

As our customers adopt agile software development and continuous delivery to drive value faster, they face new risks that could impact availability, performance, and business KPIs. An SLI is a measurement of the performance or availability of an entity. The measurement equates to a metric that captures expected results.

Metrics 249

Metrics Availability Scalability Software 249

Dynatrace

AUGUST 12, 2024

The addition of more and more metrics over time has only made this increasingly complex. Performance metrics to improve can be Visually Complete, Speed Index, or other timing metrics associated with the page load cycle. It predicts user behavior based on performance/error experience.

Airlines 258

Airlines Metrics Speed Internet 258

DZone

JUNE 21, 2023

It typically involves setting up specific metrics, thresholds, and alerting mechanisms to track the performance and availability of various components. Monitoring: Understanding System State Monitoring focuses on collecting and analyzing data about the state of a system or application. Common monitoring techniques and tools include:

DevOps 324

DevOps Systems Monitoring Metrics 324

DZone

AUGUST 4, 2022

Spark-Radiant will help optimize performance and cost considering catalyst optimizer rules, enhance auto-scaling in Spark, collect important metrics related to a Spark job, Bloom filter index in Spark, etc. Spark-Radiant is now available and ready to use. is available in Maven central. The dependency for Spark-Radiant 1.0.4

Performance 246

Performance Metrics Availability Big Data 246

DZone

FEBRUARY 20, 2023

Once the one-time configuration is done, metric data will be available in the monitoring account automatically. Once the metric data from all the AWS accounts are available in the monitoring account, you can create CW alarms or dashboards for your AWS Organization and monitor all your resources from a single account.

AWS 260

AWS Metrics Monitoring Cloud 260

The Netflix TechBlog

JUNE 7, 2021

Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. The Flow Exporter also publishes various operational metrics to Atlas. These metrics are visualized using Lumen , a self-service dashboarding infrastructure.

Network 327

Network Transportation AWS Cloud 327

Dynatrace

MARCH 14, 2023

Available directly from the AWS Marketplace , Dynatrace provides full-stack observability and AI to help IT teams optimize the resiliency of their cloud applications from the user experience down to the underlying operating system, infrastructure, and services. How does Dynatrace help?

AWS 292

AWS Lambda Serverless Virtualization 292

The Netflix TechBlog

MAY 4, 2023

The second phase involves migrating the traffic over to the new systems in a manner that mitigates the risk of incidents while continually monitoring and confirming that we are meeting crucial metrics tracked at multiple levels. It provides a good read on the availability and latency ranges under different production conditions.

Traffic 349

Traffic Latency Tuning Systems 349

Dynatrace

DECEMBER 27, 2022

By implementing service-level objectives, teams can avoid collecting and checking a huge amount of metrics for each service. According to Google’s SRE handbook , best practices, there are “ Four Golden Signals ” we can convert into four SLOs for services: reliability, latency, availability, and saturation.

Software 276

Software Software Benchmarking Latency 276

DZone

OCTOBER 25, 2023

They observe the telemetry data (logs, metrics, traces) emitted from the application/microservice using various observability tools and make informed decisions regarding scaling, maintaining, or troubleshooting applications in the production environment.

DevOps 281

DevOps Metrics Monitoring Availability 281

Dynatrace

OCTOBER 16, 2024

You can now: Kickstart your creation journey using ready-made dashboards Accelerate your data exploration with seamless integration between apps Start from scratch with the new Explore interface Search for known metrics from anywhere Let’s look at each of these paths through an end-to-end use case focused on Kubernetes monitoring.

Social Media 205

Social Media Metrics Network Analytics 205

Dynatrace

OCTOBER 17, 2024

The newly introduced Network devices and Details view within Hosts provide comprehensive health status information, relevant networking signals, and machine metrics—all analyzed and provided by the industry-leading combination of Dynatrace Grail™ data lakehouse and Davis ® AI. Overview of a cloud-hosted frontend web application.

Infrastructure 217

Infrastructure Network DevOps Metrics 217

Dynatrace

OCTOBER 31, 2024

This lets you build your SLOs around the indicators that matter to you and your customers—critical metrics related to availability, failure rates, request response times, or select logs and business events. While the SLO management web UI and API are already available, the dashboard tile will be released within the next weeks.

Metrics 225

Metrics Availability Monitoring Scalability 225

Dynatrace

APRIL 24, 2024

Availability guarantee of 99.95%/month for customers with an active Enterprise Success and Support subscription. Enhanced uptime measurement Our new SLA is tailored to reflect our current product offering and includes broad coverage of product functionality in the availability definitions.

Azure 251

Azure Infrastructure Metrics AWS 251

Dynatrace

MAY 31, 2023

Keeping pace with modern digital transformation requires ensuring that applications are responsive, resilient, and always available amid increased complexity. As a result, site reliability has emerged as a critical success metric for many organizations. availability. Service-level objectives (SLOs).

Best Practices 233

Best Practices DevOps Latency Metrics 233

The Netflix TechBlog

NOVEMBER 11, 2022

Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data. Manifest is requested by the client and gets delivered to the player before the license request, and it itemizes the available streams.

C++ 323

C++ Metrics Tuning Strategy 323

Dynatrace

OCTOBER 6, 2023

Table name Default bucket logs default_logs events default_events metrics default_metrics bizevents default_bizevents dt.system.events dt_system_events entities spans (in the future) The default buckets let you ingest data immediately, but you can also create additional custom buckets to make the most of Grail.

Artificial Intelligence 270

Artificial Intelligence Metrics Analytics Storage 270

DZone

APRIL 14, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you interested in open-source observability, but lack the knowledge to just dive right in? Dive right into a free, online, self-paced, hands-on workshop introducing you to Prometheus.

Open Source 278

Open Source Metrics Monitoring Design 278

The Netflix TechBlog

APRIL 27, 2023

A few years ago, we were paged by our SRE team due to our Metrics Alerting System falling behind — critical application health alerts reached engineers 45 minutes late! Hence, we started down the path of alert evaluation via real-time streaming metrics. This has proven to be valuable towards reducing Mean Time to Recover (MTTR).

Storage 300

Storage Cache Metrics Database 300

Dynatrace

SEPTEMBER 13, 2023

Listen, learn, improve, and repeat The latest update to the Citrix monitoring extension is now available. Effortlessly monitor your Citrix environment with Dynatrace The Citrix monitoring process now employs two methods to collect metrics and provide complete Citrix performance observability.

Monitoring 231

Monitoring Healthcare Infrastructure Metrics 231

The Netflix TechBlog

SEPTEMBER 10, 2024

To emit a run queue latency metric, we leveraged three eBPF hooks: sched_wakeup, sched_wakeup_new, and sched_switch. There are kfuncs available to lock and unlock RCU read-side critical sections. When a cgroup ID correlates with a container, we emit a percentile timer Atlas metric (runq.latency) for that container.

Latency 251

Latency Metrics Programming Monitoring 251