Dynatrace

NOVEMBER 15, 2022

Business events powered by our new Grail™ data lakehouse and by other Dynatrace platform technologies ensures the real-time precision that business and IT teams need to make data-driven decisions and improve business outcomes. Business events deliver the industry’s broadest, deepest, and easiest access to your critical business data.

Analytics 242

Analytics Mobile Metrics Games 242

Dynatrace

AUGUST 10, 2023

Dynatrace business events address these systemic problems, delivering real-time business observability to business and IT teams with the precision and context required to support data-driven decisions and improve business outcomes. However, in the real world, business-related data isn’t limited to metrics.

Database 236

Database Metrics Retail Analytics 236

Dynatrace

NOVEMBER 30, 2022

The volume of data and events grows in tandem with the rising complexity of IT infrastructure. While SNMP allows you to query monitored devices for performance information, SNMP traps are used to proactively report certain types of events. These can range from routine state transition events to critical problem reports.

Network 234

Network Infrastructure Metrics Monitoring 234

Dynatrace

JANUARY 18, 2023

Business events are a special class of events, new to Business Analytics; together with Grail, our data lakehouse, they provide the precision and advanced analytics capabilities required by your most important business use cases. What are business events? This diagram shows a few examples of business events.

Analytics 237

Analytics Retail Storage Monitoring 237

Dynatrace

JULY 24, 2023

They need event-driven automation that not only responds to events and triggers but also analyzes and interprets the context to deliver precise and proactive actions. These initial automation endeavors paved the way for greater advancements, leading to the next evolution of event-driven automation.

DevOps 231

DevOps Traffic Efficiency Servers 231

Dynatrace

OCTOBER 21, 2021

There’s no lack of metrics, logs, traces, or events when monitoring your Kubernetes (K8s) workloads. Not only do we have the detailed log, but we also know the API endpoint was the HTTP GET /event. The post Kubernetes workload troubleshooting with metrics, logs, and traces appeared first on Dynatrace blog.

Metrics 229

Metrics DevOps Engineering Strategy 229

Dynatrace

NOVEMBER 11, 2022

While you’re waiting for the information to come back from the teams, Davis on-demand exploratory analysis can proactively find, gather, and automatically analyze any related metrics, helping get you closer to an answer. The problem report below shows Dynatrace correctly detecting a CPU saturation event on an Ubuntu node.

DevOps 193

DevOps C++ Serverless Processing 193

Dynatrace

OCTOBER 15, 2021

Loosely defined, observability is the ability to understand what’s happening inside a system from the knowledge of the external data it produces, which are usually logs, metrics, and traces. Logs, metrics, and traces make up the bulk of all telemetry data. The data life cycle has multiple steps from start to finish.

Open Source 230

Open Source Metrics Cloud Transportation 230

Dynatrace

JUNE 3, 2022

Often, raised problems are the result of custom settings with fixed thresholds or the creation of custom events for alerting. The root cause analysis section now contains links to custom events for alerting and manual performance thresholds. Leverage AI assistance to deliver better customer experience.

Metrics 234

Metrics Mobile IoT Monitoring 234

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…? That’s late!

Metrics 330

Metrics Google Monitoring Code 330

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. Episode 39 – Improving the User Experience in a Zero Trust World: Event Recap with Willie Hicks. Tune in for Mark and Willie’s highlights and takeaways from the event.

Metrics 209

Metrics Social Media Government Media 209

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

DZone

SEPTEMBER 16, 2020

Prometheus can collect metrics about your application and infrastructure. Metrics are small concise descriptions of an event: date, time, and a descriptive value. While prometheus does store or ‘log’ metrics, metrics should not be confused with logs, which can include reams of data.

Metrics 276

Metrics Open Source Monitoring Infrastructure 276

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. During this event, we generate a timestamp and store it in an eBPF hash map using the process ID as the key. ' They let us identify when a process is ready to run and is waiting for CPU time.

Latency 251

Latency Metrics Programming Monitoring 251

Dynatrace

MAY 6, 2024

Red Hat and Dynatrace integration overview The strategic partnership and integration between Red Hat and Dynatrace are game changers that solve each mentioned pain point: Easily ingest (and gain precise insights into) your logs, metrics, traces, and business data. In-context topology identification.

DevOps 295

DevOps Software Engineering Games Java 295

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes.

Cloud 263

Cloud Azure Analytics Open Source 263

Dynatrace

NOVEMBER 20, 2024

The Dynatrace platform has been recognized for seamlessly integrating with the Microsoft Sentinel cloud-native security information and event management ( SIEM ) solution. These reports are crucial for tracking changes, compliance, and security-relevant events.

Best Practices 278

Best Practices Innovation Azure Cloud 278

Dynatrace

MARCH 22, 2021

Each SNMP-enabled device provides access to its state and performance metrics in a simple and robust way that allows Dynatrace to fetch the metrics and run them through Davis®, our AI causation engine. Events and alerts. Some SNMP-enabled devices are designed to report events on their own with so-called SNMP traps.

Metrics 246

Metrics Network Infrastructure Traffic 246

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

Dynatrace

SEPTEMBER 5, 2024

Logs are immediately available for troubleshooting, security investigations, and auditing, becoming integral to the platform alongside traces and metrics. Dynatrace enhances Fluent Bit’s log management by integrating observability signals like traces, events, and metrics, providing a complete view of cloud-native application performance.

Innovation 273

Innovation AWS Analytics Storage 273

Dynatrace

SEPTEMBER 3, 2020

Receive alerts for any metric event in your Azure Automation account. The Dynatrace Software Intelligence Platform provides a simple one-click setup and integration for ingestion of metrics from Azure Monitor, which facilitates data consolidation. Receive alerts for any metric event in your Azure Automation account.

Azure 263

Azure Cloud Metrics Best Practices 263

DZone

FEBRUARY 5, 2024

Logs can include a wide variety of data, including system events, transaction data, user activities, web browser logs, errors, and performance metrics. In today's cloud computing world, all types of logging data are extremely valuable.

Analytics 278

Analytics Innovation Strategy Efficiency 278

Dynatrace

MARCH 29, 2024

This year, Google’s event will take place from April 9 to 11 in Las Vegas. Visit Dynatrace booth #1141 during the event to explore how its real-time insights and optimization capabilities ensure seamless scalability and performance. Learn more.

Google 273

Google Innovation Cloud Analytics 273

Dynatrace

APRIL 28, 2021

Organizations that have transitioned to agile software development strategies (including the adoption of a DevOps culture and continuous delivery automation) enforce automated solutions for such decision making—or at the very least, use automation in the gathering of a release-quality metrics. Events ingestion. Kubernetes metadata.

Software 243

Software Software Strategy Metrics 243

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. Business event ingestion and analysis with log files. OpenPipeline: Simplify access and unify business events from anywhere.

Analytics 174

Analytics Airlines Metrics Monitoring 174

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

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. Are you experiencing an increase or degradation in certain events that indicate a rising problem?

Metrics 225

Metrics Availability Monitoring Scalability 225

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

The Netflix TechBlog

JUNE 1, 2023

New content or national events may drive brief spikes, but, by and large, traffic is usually smoothly increasing or decreasing. It also included metadata about ads, such as ad placement and impression-tracking events. We stored these responses in a Keystone stream with outputs for Kafka and Elasticsearch.

Traffic 351

Traffic Best Practices Systems Testing 351

Dynatrace

NOVEMBER 6, 2023

The Dynatrace ® unified observability and security platform addresses the needs of enterprise-edge scenarios by managing the health and performance of containerized applications and multi-cloud infrastructures with metrics, traces, and logs in one place. The following illustrations outline a typical Red Hat Device Edge and Dynatrace setup.

Retail 271

Retail Storage Analytics Cloud 271

Dynatrace

SEPTEMBER 27, 2024

Incomplete view of the ordering process due to older systems Get business process observability across data silos with Dynatrace OpenPipeline Traditional observability platforms often focus on technical metrics and logs, which are essential for troubleshooting, but they don’t take business value into consideration.

Processing 210

Processing Retail Analytics Monitoring 210

Dynatrace

JULY 22, 2024

Observability Observability is the ability to determine a system’s health by analyzing the data it generates, such as logs, metrics, and traces. There are three main types of telemetry data: Metrics. Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes.

Latency 245

Latency Best Practices Metrics Open Source 245

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 261

Open Source Metrics Analytics Tuning 261

Dynatrace

MARCH 14, 2023

Dynatrace provides server metrics monitoring in under five minutes, showing servers’ CPU, memory, and network health metrics all the way through to the process level, with no manual configuration necessary. AL2023 is supported by Dynatrace on day one and has been thoroughly tested by our installations team. How does Dynatrace help?

AWS 292

AWS Lambda Serverless Virtualization 292

Dynatrace

FEBRUARY 28, 2024

The Visual Resolution Path offers a chronological overview of events detected by Dynatrace across all components linked to the underlying issue. Additionally, align the action’s validation window with the timeframe derived from the recently completed test events. Configure an action for the Site Reliability Guardian in the workflow.

DevOps 216

DevOps Metrics Engineering Analytics 216

Dynatrace

NOVEMBER 19, 2021

Problems API v2 now includes event evidence data as part of the event details. Custom events for alerting using the Build tab and advanced query mode now apply the same metric dimension limits that are applied to Code -tab-based configurations. Events API v2 has been updated. Local self-monitoring metrics.

Metrics 218

Metrics Monitoring Traffic Servers 218

Dynatrace

DECEMBER 18, 2024

Select any execution you’re interested in to display its details, for example, the content response body, its headers, and related metrics. All metrics and events storing information about execution details are available for further exploratory analytics utilizing Dashboards, Notebooks, or Davis CoPilot.

Monitoring 159

Monitoring Testing Metrics Analytics 159