Dynatrace

SEPTEMBER 17, 2024

You now want to detect such events automatically by creating a custom Dynatrace security event. Ingest query results as security events The simplest way to do this is to use Dynatrace OpenPipeline. Set up a custom pipeline The best way to set up a security event ingestion to Dynatrace is via Dynatrace OpenPipeline.

Transportation 290

Transportation AWS Engineering Processing 290

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 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

SEPTEMBER 8, 2023

There are three high-level steps to set up the database business-event stream. Step-by-step: Set up a custom MySQL database extension Now we’ll show you step-by-step how to create a custom MySQL database extension for querying and pushing business data to the Dynatrace business events endpoint. Don’t rename the file.

Database 290

Database Artificial Intelligence Metrics Monitoring 290

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 264

Latency Cache Infrastructure Strategy 264

Dynatrace

APRIL 5, 2024

The first part of this blog post briefly explores the integration of SLO events with AI. Consequently, the AI is founded upon the related events, and due to the detection parameters (threshold, period, analysis interval, frequent detection, etc), an issue arose. See the following example with BurnRate formula for Failure rate event.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

Smashing Magazine

JANUARY 7, 2025

How To Design For High-Traffic Events And Prevent Your Website From Crashing How To Design For High-Traffic Events And Prevent Your Website From Crashing Saad Khan 2025-01-07T14:00:00+00:00 2025-01-07T22:04:48+00:00 This article is sponsored by Cloudways Product launches and sales typically attract large volumes of traffic.

Traffic 86

Traffic Website Design Cache 86

Dynatrace

DECEMBER 3, 2024

Gaining precise insights with Dynatrace integration for AWS EventBridge Now supporting a deeper integration with AWS EventBridge, Dynatrace is able to act as a consumer of AWS events. The new Dynatrace and AWS integrations announced at this event deliver organizations enhanced performance, security, and automation.

AWS 298

AWS Cloud Performance Innovation 298

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 277

Metrics Availability Monitoring Scalability 277

Dynatrace

DECEMBER 18, 2024

All metrics and events storing information about execution details are available for further exploratory analytics utilizing Dashboards, Notebooks, or Davis CoPilot. The Notebook contains three predefined queries, which you can use to query events stored in HTTP monitor results. Wed like to use it for our dashboards.

Monitoring 246

Monitoring Testing Metrics Analytics 246

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 299

Best Practices Innovation Azure Cloud 299

Dynatrace

JUNE 17, 2025

In the query example below, taken before the introduction of DQL search, we attempt to filter within spans where any event sent from an Oracle database contains the phrase “error” Figure 1. You need to track a specific event from your AWS CloudFront logs, and you have the CloudTrail event ID value.

AWS 212

AWS Analytics DevOps Metrics 212

DZone

MARCH 14, 2025

Recently, I delivered a lecture to my colleagues on event sourcing, and I realized that this introductory information could be valuable to a broader audience. This article is useful for those interested in the concept of event sourcing and who want to decide if it's a good fit for their projects while avoiding common pitfalls.

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Dynatrace

JANUARY 22, 2025

You can select any trigger thats available for standard workflows, including schedules, problem triggers, customer event triggers, or on-demand triggers. Here, you can select a specific event or a timed trigger like a cronjob. You can learn more about event triggers in Dynatrace Documentation. Its as simple as that!

Development 245

Development Processing Monitoring Code 245

InfoQ

MAY 30, 2025

Learn how to design resilient event-driven systems that scale. Explore key patterns like shuffle sharding and decoupling queues to handle load spikes and failures. Understand common pitfalls like over-relying on retries and neglecting observability for robust, scalable architectures. By Rajesh Kumar Pandey

Design 69

Design Systems Scalability Architecture 69

Dynatrace

JUNE 12, 2025

Understanding user authentication patterns and security events is critical for maintaining robust application security. Auth0 generates rich logs detailing every authentication event. Connect authentication events with application performance metrics, infrastructure health, and user experience data. Advanced visualization.

Monitoring 201

Monitoring Analytics Best Practices Metrics 201

Dynatrace

JANUARY 15, 2025

The Dynatrace solution Dynatrace addresses these issues by providing unified security events ingest and analysis of security findings across cloud environments. Forwarded as findings from the AWS Security Hub , including vulnerability, detection, and compliance events.

AWS 242

AWS Cloud Internet Internet 242

Dynatrace

DECEMBER 2, 2024

It should also be possible to analyze data in context to proactively address events, optimize performance, and remediate issues in real time. With AIOps, it is possible to detect anomalies automatically with root-cause analysis and remediation support.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

Dynatrace

APRIL 15, 2025

The following is a recap of my personal highlights from the conference and surrounding events. Cloud Native Rejekts Cloud Native Rejeckts is a two-day conference that takes place on Sunday and Monday before the main KubeCon event. ” KubeCon Official KubeCon events started on Tuesday, April 1st. KubeCon Day 1 Keynotes!

Open Source 260

Open Source Energy Benchmarking Tuning 260

Dynatrace

OCTOBER 10, 2024

You can now run more complex analyses and get better results by crafting more accurate queries that identify and reference relevant entities, events, spans, and metrics straight from your environment. Having environment-aware queries configured allows Davis CoPilot to identify unique data fields and custom metrics in your environment.

Availability 306

Availability Metrics Tuning Analytics 306

Dynatrace

DECEMBER 20, 2024

The key strategy is using GenAI, in conjunction with causal and predictive AI, to understand your data and environment using natural conversation, and not as a way to correlate disparate events or anticipate the future. GenAI alone has limitations in these areas.

Strategy 262

Strategy Retail Analytics Innovation 262

Dynatrace

MAY 21, 2025

Dynatrace has redefined whats possible in log analytics with support for single log events up to 10 MB , setting a new standard in log observability. In industries like cargo and transportation, healthcare, or autonomous vehicles, individual events and resulting log records can range in size from a few hundred kilobytes to several megabytes.

Retail 184

Retail Airlines Healthcare Transportation 184

The Netflix TechBlog

APRIL 8, 2025

As noted in our previous blog post, our initial attribution approach relied on Sonar , an internal IP address tracking service that emits an event whenever an IP address in Netflixs AWS VPCs is assigned or unassigned to a workload. Additionally, event timestamps may be inaccurate depending on how they are captured.

AWS 197

AWS Traffic Network Programming 197

The Netflix TechBlog

OCTOBER 14, 2024

Given this seemingly hacky usage, we naturally suspected that the events injected by pystan into the event loop were blocking the handling of the WebSocket messages used to communicate with the JupyterLab UI. See the diagram below: In other words, pystan events are injected to the event loop B in this diagram instead of event loop A.

Latency 232

Latency Virtualization Traffic Processing 232

Dynatrace

JUNE 23, 2025

Empowering real-time insights through petabyte-scale data processing of all your data Modern cloud native systems generate massive volumes of telemetry data, spanning logs, metrics, events, and traces. For example, extract the threat identifier from a JSON-formatted security event and convert it into a security metric.

Processing 157

Processing Analytics Metrics Traffic 157

Dynatrace

JANUARY 22, 2025

That’s where Dynatrace business events and automation workflows come into play to provide a comprehensive view of your CI/CD pipelines. Visualizing the data Using Dynatrace dashboards and business events, you can visualize GitHub workflows, runners, and performance metrics in a centralized, customizable interface.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

DZone

DECEMBER 25, 2024

In this article, I will describe the technical aspects of the incident, break down the root causes, and explore key lessons that developers and organizations managing distributed systems can take away from this event.

Systems 241

Systems Efficiency Development 241

The Netflix TechBlog

FEBRUARY 14, 2025

Collecting Raw Impression Events As Netflix members explore our platform, their interactions with the user interface spark a vast array of raw events. These events are promptly relayed from the client side to our servers, entering a centralized event processing queue.

Tuning 170

Tuning Latency Efficiency Storage 170

Dynatrace

MAY 27, 2025

By seamlessly capturing metrics, logs, traces, and business events in one unified platform, teams are able to surface actionable insights and pinpoint issues in just minutes. PowerConnect feeds the Dynatrace business event ingest endpoint in real time, with information on business-relevant metrics and related SAP systems performance.

Monitoring 184

Monitoring Analytics Metrics Cloud 184

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. What is Apache Kafka?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

DECEMBER 12, 2024

I realized that our platforms unique ability to contextualize security events, metrics, logs, traces, and user behavior could revolutionize the security domain by converging observability and security. Collect observability and security data user behavior, metrics, events, logs, traces (UMELT) once, store it together and analyze in context.

Analytics 289

Analytics Government Efficiency Innovation 289

Dynatrace

MAY 8, 2025

When we encounter such a suspicious event, we may want to know a few additional things to be able to better assess the situation: If there are any vulnerabilities affecting this pod. Immediately, we know which team owns the workload and who to contact in the event of a confirmed true positive.

Cloud 162

Cloud Availability Tuning Engineering 162

Dynatrace

FEBRUARY 20, 2025

Add context to AWS Security Hub findings The Dynatrace platform, powered by OpenPipeline , provides unified security event ingest and analysis across tools and cloud environments. You can consume the ingested events via native Dynatrace Apps, such as Dashboards, Notebooks, Workflows, and more.

AWS 190

AWS Efficiency Infrastructure Cloud 190

DZone

JUNE 10, 2025

However, in modern cloud environments where data flows through event-driven, streaming, and micro-batch jobs, such passive controls introduce significant latency and operational risk. This post-hoc approach worked reasonably well in static, batch-oriented data ecosystems.

Cloud 186

Cloud Latency Data Engineering Engineering 186

The Netflix TechBlog

MARCH 28, 2025

To harness this data effectively, we employ a process of interaction tokenization, ensuring meaningful events are identified and redundancies are minimized. Even with such strategies, interaction histories from active users can span thousands of events, exceeding the capacity of transformer models with standard self attention layers.

Tuning 229

Tuning Efficiency Latency Strategy 229

Dynatrace

JULY 1, 2025

Dynatrace OneAgent allows teams to observe Google Kubernetes Engine pods, nodes , clusters and workload metrics, events, and logs, in addition to automated distributed tracing for applications and microservices. The Dynatrace Clouds app provides a complete inventory of cross-cloud and cross-account resources.

Google 188

Google Cloud Infrastructure Analytics 188

Dynatrace

JUNE 17, 2025

Using Dynatrace for AI agent monitoring and MCP monitoring, teams can analyze security vulnerabilities and observe metrics, traces, logs, and business events in real time—automatically and securely. With the rise of agents, the need for deep visibility and real-time insights is more essential than ever. Instrument thoroughly.

Monitoring 204

Monitoring Best Practices Artificial Intelligence AWS 204

Dynatrace

MAY 27, 2025

They discover the event in the logs that caused an incident, and as the next step, they want to analyze network flow logs from your Cloud Service Provider (CSP). Understand which network flow log events occurred before and following an incident. Dynatrace Security Investigator is one of the built-in apps shipped with Dynatrace.

Virtualization 144

Virtualization Speed Network Engineering 144