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 264

Analytics Mobile Metrics Games 264

Dynatrace

MARCH 11, 2020

In many cases, events are generated as these workloads go through different phases of their life cycles. For instance, events appear when the scheduler performs actions to bring workloads back to a desired state. For better or worse, every Kubernetes user learns about the CrashLoopBackOff and ImagePullBackOff events.

Metrics 277

Metrics Analytics Monitoring Cloud 277

Dynatrace

JULY 24, 2024

It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of your monitoring infrastructure. Dynatrace code modules, enabled via Dynatrace webhook, provide distributed tracing and code-level visibility for applications deployed on Kubernetes.

Availability 279

Availability Infrastructure Metrics Hardware 279

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 246

Analytics Retail Storage Monitoring 246

Dynatrace

OCTOBER 3, 2024

The end goal, of course, is to optimize the availability of organizations’ software. Hypermodal AI fuels automatic root-cause analysis to pinpoint the culprit amongst millions of service interdependencies and lines of code faster than humans can grasp. Dynatrace AI increases efficiency by magnitudes and prevents alert storms.

Availability 278

Availability DevOps Analytics Cloud 278

Dynatrace

FEBRUARY 4, 2025

Upon detecting a high CPU load, Davis AI generates a problem event and populates it with a direct link to Live Debugger. This link allows us to open Live Debugger and dive into the code level of the AdService (example service) without requiring code changes or application redeployments.

Performance 147

Performance Code Processing Availability 147

Dynatrace

MARCH 25, 2025

On the other hand, deploying new code on the backend is complex and offers no such transparency. With Dynatrace Live Debugger, you can set a non-breaking breakpoint and instantly see if new code is following the intended new paths, if any new arguments are being considered, and if input and output arguments are aligned with expectations.

Benchmarking 147

Benchmarking Code Open Source Engineering 147

Dynatrace

JANUARY 15, 2025

Leveraging code-level insights and transaction analysis, Dynatrace Runtime Application Protection automatically detects attacks on applications in your environment. Site Reliability Guardian provides an automated change impact analysis to validate service availability, performance, and capacity objectives across various systems.

Systems 264

Systems DevOps Analytics Monitoring 264

Dynatrace

FEBRUARY 14, 2020

A utomatic detection of software service and application availability (including microservices and containers) . Automatic detection of service health and performance incidences, which are synchronized into the Event Management Dashboard. . Prioritize event entries . Improved service availability.

Website 200

Website Cloud Infrastructure Metrics 200

Dynatrace

NOVEMBER 13, 2020

By adding Flutter support, we’re giving you more freedom to choose what best fits your use case and available resources. User actions in Dynatrace are more than just simple events. When you set up user actions in your code, OneAgent automatically links associated web requests to those user actions. What’s next.

Code 244

Code Mobile Monitoring Infrastructure 244

CSS Wizardry

JUNE 30, 2023

Load and DOMContentLoaded are internal browser events—your users have no idea what a Load time even is. Equally, both DOMContentLoaded and Load aren’t just meaningless browser events, and once you understand what they actually signify, you can get some real insights as to your site’s runtime behaviour from each of them. That’s late!

Metrics 337

Metrics Google Code Monitoring 337

Dynatrace

NOVEMBER 26, 2019

Save time by directly analyzing code-level information. With the unique code-level capabilities of Davis, we’ve reduced the number of clicks required to reach and understand code-level findings. Beyond traceability: From root cause to code-level context in a single click. We opened up the Davis 2.0

Engineering 69

Engineering Serverless Metrics Code 69

Dynatrace

APRIL 8, 2020

It prevents your application from fully leveraging the available CPU. Optimize your code by finding and fixing the root cause of garbage collection problems. These details arm you with the knowledge necessary to find the respective code and remove unnecessary allocations. This resource is not available to your application. .

Speed 214

Speed Code Java Lambda 214

Scalegrid

FEBRUARY 17, 2020

In a MySQL master-slave high availability (HA) setup, it is important to continuously monitor the health of the master and slave servers so you can detect potential issues and take corrective actions. If the exit code indicates a failure, the return code from MySQL will tell us the failure reason.

Servers 273

Servers Monitoring Availability Programming 273

Dynatrace

OCTOBER 4, 2024

Similar to the observability desired for a request being processed by your digital services, it’s necessary to comprehend the metrics, traces, logs, and events associated with a code change from development through to production. Code : The branch for the new feature in a GitHub repository is merged into the main branch.

Software 278

Software Software Development Performance 278

Dynatrace

JANUARY 17, 2023

Code changes are often required to refine observability data. This results in site reliability engineers nudging development teams to add resource attributes, endpoints, and tokens to their source code. Kubernetes workload pages offer resource analysis, lists of services, pods, events, and logs.

Analytics 321

Analytics Metrics Open Source Java 321

Dynatrace

AUGUST 24, 2020

To make this possible, the application code should be instrumented with telemetry data for deep insights, including: Metrics to find out how the behavior of a system has changed over time. Logs represent event data in plain-text, structured or binary format. Traces help find the flow of a request through a distributed system.

Analytics 305

Analytics Infrastructure AWS Operating System 305

The Netflix TechBlog

SEPTEMBER 10, 2024

During this event, we generate a timestamp and store it in an eBPF hash map using the process ID as the key. There are kfuncs available to lock and unlock RCU read-side critical sections. Each event includes a run queue latency sample with a cgroup ID, which we associate with running containers on the host.

Latency 262

Latency Metrics Programming Monitoring 262

Dynatrace

JULY 11, 2023

It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of the monitoring infrastructure. It also detects new containers and injects OneAgent code modules into application pods.

Architecture 189

Architecture Availability Infrastructure Metrics 189

Dynatrace

JULY 18, 2023

Dynatrace Configuration as Code enables complete automation of the Dynatrace platform’s configuration, ensuring that software is secure and reliable. With Configuration as Code, developers can manage their observability and security tasks with config files that can be developed alongside source code conveniently and at scale.

Best Practices 246

Best Practices Code Infrastructure Latency 246

Dynatrace

FEBRUARY 15, 2023

Lack of data: In many cases, available data may not be enough to make informed decisions due to data silos, distribution, or negligence. Easy workflow creation and maintenance Dynatrace Workflows provides workflow automation capabilities with an intuitive drag-and-drop UI and a no-code, low-code approach.

Cloud 244

Cloud DevOps Code Open Source 244

Dynatrace

NOVEMBER 28, 2023

Deploy stage In the deployment stage, the application code is typically deployed in an environment that mirrors the production environment. This step is crucial as this environment is used for the final validation and testing phase before the code is released into production. This approach effectively combats configuration drift.

Traffic 279

Traffic Best Practices Strategy Engineering 279

Dynatrace

AUGUST 16, 2021

Since becoming General Availability in the fall of 2019 , GitHub Actions has helped teams automate continuous integration and continuous delivery (CI/CD) workflows for code builds, tests, and deployments. Example #1 – Deploy application code to Kubernetes. Example #2 – Deployment information events. Annotation.

Software 246

Software Software Open Source Azure 246

The Netflix TechBlog

DECEMBER 19, 2024

A natural solution is to make flows configurable using configuration files, so variants can be defined without changing the code. Unlike parameters, configs can be used more widely in your flow code, particularly, they can be used in step or flow level decorators as well as to set defaults for parameters.

Best Practices 204

Best Practices Cache Metrics Code 204

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. This guide provides an overview of what high availability means, the components involved, how to measure high availability, and how to achieve it. How does high availability work?

Availability 132

Availability Database Open Source Hardware 132

Dynatrace

FEBRUARY 8, 2021

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. Without user transactions and experience data, in relation to the underlying components and events, you miss critical context.

Cloud 264

Cloud Azure Analytics Open Source 264

Dynatrace

JULY 18, 2024

With this enhancement, Dynatrace can respond to any event and execute synthetic monitors within your workflows to assess the impact of events on user experience. You can also provide a list of monitors, tags, or applications in the incoming event and extract the list using the expression , which allows you to build a generic Workflows.

Monitoring 278

Monitoring DevOps Infrastructure Games 278

The Netflix TechBlog

NOVEMBER 9, 2022

At Netflix, we periodically reevaluate our workloads to optimize utilization of available capacity. We turned to JVM-specific profiling, starting with the basic hotspot stats, and then switching to more detailed JFR (Java Flight Recorder) captures to compare the distribution of the events. let’s call it GS2?—?to

Hardware 363

Hardware Cache Performance Latency 363

Dynatrace

DECEMBER 13, 2024

Managing Auto-Instrumentation in Pods The Operator automatically injects and configures auto-instrumentation for your applications, which enables you to collect telemetry data without modifying your source code. There are two versions available: v1alpha1 : apiVersion: opentelemetry.io/v1alpha1 spec.containers[*].name}'

Java 246

Java Servers Code Metrics 246

Dynatrace

OCTOBER 7, 2021

Amazon compute solutions are designed to streamline resource provisioning and container management with two services: AWS Lambda : Lambda provides serverless compute infrastructure that lets you run code in response to predetermined events or conditions and automatically manage all compute resources required for these processes.

Serverless 325

Serverless AWS Lambda Storage 325

Scalegrid

MAY 22, 2020

It receives binary log events from the master, does not apply these events, but serves them to all the other slaves. There are a limited set of commands that are supported which you can see directly in the source code on the mysql-ripple GitHub page. Encountered event Gtid, relay-log name /mysql_data/relaylogs/relay-log.000005,

Servers 262

Servers Transportation Database Availability 262

Dynatrace

JUNE 4, 2024

To provide automated feedback for developers, the concept of quality gates for static code analysis in continuous integration is widely adopted throughout the industry. The developer must pause their current engineering work to address the reported issue and consider the code changes they worked on a few days or weeks prior.

Metrics 297

Metrics Engineering Code Tuning 297

Dynatrace

FEBRUARY 25, 2021

Dynatrace has offered a Lambda code module for Node.js To handle N parallel requests, N Lambda instances need to be available, and AWS will spin up up to 1000 such instances automatically to handle 1000 parallel requests. A cold start occurs when there’s no instance of the requested Lambda function available.

Lambda 278

Lambda AWS Monitoring Serverless 278

Dynatrace

DECEMBER 2, 2021

Impact : This issue affects only those extensions that use native libraries called from Python code distributed with the extension. Removed seven-day preview from create/edit custom event for alerting pages. These pages are now available to be used in security policies: Settings > Anomaly detection > Applications.

Lambda 246

Lambda Azure Metrics Monitoring 246

Dynatrace

JULY 2, 2024

The Qualys Threat Research Unit (TRU) has discovered a Remote Unauthenticated Code Execution (RCE) vulnerability in OpenSSH server (sshd) in glibc-based Linux systems. Look for timeout events Exploitation attempts for this vulnerability can be identified by many lines of “Timeout before authentication” in the logs.

AWS 276

AWS Network Traffic Servers 276

Dynatrace

MARCH 2, 2022

A series of such actions can be combined into a GitHub workflow that can be triggered whenever new code is committed or when a new release tag is pushed to a repository. The purpose-built Dynatrace GitHub Action is available on the GitHub Marketplace in the monitoring category.

Open Source 246

Open Source DevOps Metrics Monitoring 246

Dynatrace

SEPTEMBER 29, 2021

Developer tools for building container images : Docker Build creates a container image, the blueprint for a container, including everything needed to run an application – the application code, binaries, scripts, dependencies, configuration, environment variables, and so on. Event logs for ad-hoc analysis and auditing. Observability.

Open Source 334

Open Source DevOps Traffic Cloud 334