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

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

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

Dynatrace

MARCH 11, 2020

The Kubernetes platform, at its core, is designed to maintain and keep up with a defined state for running workloads. 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.

Metrics 277

Metrics Analytics Monitoring Cloud 277

Dynatrace

SEPTEMBER 15, 2020

We’re therefore excited to announce that Dynatrace has received the AWS Outposts Service Ready designation. As you can see in the following screenshots, EKS metrics flow into the Dynatrace Cluster and from there to the Dynatrace web UI, where you can view metrics, events, and logs for an Amazon EKS cluster running on AWS Outposts.

AWS 275

AWS Design Cloud Storage 275

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

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

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 246

DevOps Traffic Efficiency Servers 246

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 13, 2023

This is where Event Sourcing, coupled with a powerful distributed streaming platform like Memphis.dev, emerges as a robust solution and a great data structure to work with. What Is Event Sourcing? Instead of persisting the current state of an entity, Event Sourcing stores a sequence of state-changing events.

Database 187

Database Design Systems Software 187

Dynatrace

OCTOBER 16, 2024

Ready-made dashboards and notebooks address this concern by offering pre-configured data visualizations and filters designed for common scenarios like troubleshooting and optimization. These ready-made dashboards offer your platform engineers, who oversee Kubernetes environments, immediate and comprehensive data visibility.

Social Media 263

Social Media Metrics Network Analytics 263

Dynatrace

JANUARY 15, 2025

They offer a comprehensive end-to-end solution to these challenges, providing functionalities designed to enhance compliance and resilience in IT environments. Workflows can be triggered manually, on a schedule, or by events in Dynatrace, such as anomalies detected by Davis AI.

Systems 264

Systems DevOps Analytics Monitoring 264

The Netflix TechBlog

MARCH 28, 2025

These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system. To harness this data effectively, we employ a process of interaction tokenization, ensuring meaningful events are identified and redundancies are minimized.

Tuning 165

Tuning Efficiency Latency Strategy 165

DZone

SEPTEMBER 14, 2022

In a typical application stack, multiple threads are used for servicing events, processing data, pipelining, and so on. An important design consideration is how threads become aware that there is work to do, with some general approaches including: Description of the Problem.

Latency 130

Latency Open Source Strategy Design 130

Dynatrace

MARCH 25, 2025

With Live Debugger, you can see the precise inputs called your by code in production so you can design your tests accordingly. Or maybe you want to correlate an event with other events in your system. Lists, arrays, and objects naturally cause more trouble. Worst of all, your functions might receive unexpected data types.

Benchmarking 147

Benchmarking Code Open Source Engineering 147

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Enhancing event ingestion. The first benefit is simplicity. Let’s explore each in more detail. Compute services. Application integration.

Serverless 325

Serverless AWS Lambda Storage 325

The Netflix TechBlog

MARCH 4, 2025

In order to allow for this mimicking, many systems implement an event handling, where they convert our request into a call to the real service with properties enabled to log when titles are filtered out of their response and why.

Traffic 180

Traffic Strategy Entertainment Innovation 180

The Netflix TechBlog

JANUARY 2, 2025

To better guide the design and budgeting of future campaigns, we are developing an Incremental Return on Investment model. Ideally, we would have causal estimates from an A/B test to use for validation, but since that is not available, we use another causal inference design as one of our ensemble of validation approaches.

Analytics 190

Analytics Engineering Games Entertainment 190

The Netflix TechBlog

MARCH 10, 2023

This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries.

Media 243

Media Traffic Processing Design 243

DZone

FEBRUARY 29, 2024

In the world of cloud computing and event-driven applications, efficiency and flexibility are absolute necessities. A smooth flow of messages in an event-driven application is the key to its performance and efficiency. A critical component of such an application is message distribution.

Efficiency 264

Efficiency AWS Scalability Architecture 264

Dynatrace

APRIL 19, 2024

Bring logic to data with easy-to-build apps As a unified observability and security platform, Dynatrace is designed to be open and customizable from the ground up. Pre-built custom dashboards enable the team to share the hourly billing data with development teams, giving them insights into how architecture and design decisions drive costs.

AWS 264

AWS Analytics Cloud Monitoring 264

Scalegrid

FEBRUARY 24, 2025

The architecture of RabbitMQ is meticulously designed for complex message routing, enabling dynamic and flexible interactions between producers and consumers. Configuring Quorum Queues Quorum queues in RabbitMQ are designed to maintain functionality as long as most replicas are operational.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

DZone

OCTOBER 16, 2023

When creating applications that store and analyze large amounts of data, such as time series, log data, or event-storing ones, developing a good and future-proof data model can be a difficult task. Whether you're designing tables for a new project or optimizing an existing database, these insights will help you make informed decisions.

Best Practices 284

Best Practices Speed Database Efficiency 284

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.

Google 290

Google Innovation Cloud Analytics 290

Dynatrace

FEBRUARY 9, 2024

Recent platform enhancements in the latest Dynatrace, including business events powered by Grail™, make accessing the goldmine of business data flowing through your IT systems easier than ever. Business events can come from many sources, including OneAgent®, external business systems, RUM sessions, or log files.

Processing 246

Processing Monitoring Analytics Games 246

The Netflix TechBlog

OCTOBER 8, 2024

Building on these foundational abstractions, we developed the TimeSeries Abstraction  — a versatile and scalable solution designed to efficiently store and query large volumes of temporal event data with low millisecond latencies, all in a cost-effective manner across various use cases. For example: {“device_type”: “ios”}.

Latency 239

Latency Storage Traffic Tuning 239

The Netflix TechBlog

DECEMBER 17, 2024

How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers? Using the source of truth: Logs serve as a reliable source of truth by providing a comprehensive record of system events. Yet, these pages couldnt be more different. How do we bridge this gap?

Traffic 172

Traffic Scalability Strategy Monitoring 172

DZone

JANUARY 8, 2024

Understanding the strengths and applications of these load-balancing services is crucial for architects and administrators seeking to design resilient and responsive solutions in the Azure cloud environment. Each of these services addresses specific use cases, offering diverse functionalities to meet the demands of modern applications.

Azure 287

Azure Scalability Traffic Performance 287

Percona

JUNE 7, 2023

PostgreSQL provides a powerful mechanism for implementing event-driven actions using triggers. Triggers on Data Definition Language (DDL) events are a powerful feature of PostgreSQL that allows you to perform additional actions in response to changes to the database schema.

Database 109

Database Best Practices Open Source Testing 109

Dynatrace

JANUARY 31, 2024

With siloed data sources, heterogeneous data types—including metrics, traces, logs, user behavior, business events, vulnerabilities, threats, lifecycle events, and more—and increasing tool sprawl, it’s next to impossible to offer users real-time access to data in a unified, contextualized view. Understanding the context.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

NOVEMBER 2, 2022

Amplify PowerUP, our Partner enablement event of the year, is back and set to be our best event yet. With less than a week to go until the first of three events, here’s everything you need to know and what to expect on the day. We host these events for you and for you. The best part? Beyond observability.

Programming 246

Programming Innovation Design Development 246

Dynatrace

OCTOBER 8, 2024

Modern observability has evolved from simple metric telemetry monitoring to encompass a wide range of data, including logs, traces, events, alerts, and resource attributes. The problem feed is designed to prioritize active issues, ensuring they always appear at the top, regardless of how long they’ve been ongoing.

Infrastructure 264

Infrastructure Cloud Speed Architecture 264

Dynatrace

MARCH 22, 2021

To keep infrastructure and bare metal servers running smoothly, a long list of additional devices are used, such as UPS devices, rack cases that provide their own cooling, power sources, and other measures that are designed to prevent failures. Events and alerts. Model topological relations and dependencies. SNMP observability.

Metrics 246

Metrics Network Infrastructure Traffic 246

Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. High demand Sudden spikes in demand can overwhelm systems that are not designed to handle such loads, leading to outages. This often occurs during major events, promotions, or unexpected surges in usage.

Software 290

Software Software Infrastructure Network 290

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. Saving your cloud operations and SRE teams hours of guesswork and manual tagging, the Davis AI engine analyzes billions of events in real time.

AWS 306

AWS Lambda Serverless Virtualization 306

Dynatrace

FEBRUARY 24, 2025

Regardless of their role, every business process is designed to improve business outcomes. Dynatrace business process observability leverages key platform capabilities, including: Business events , which provide easy access to business data, are automatically enriched with IT context.

Processing 147

Processing Analytics Infrastructure Monitoring 147

Dynatrace

AUGUST 17, 2023

They notify you when unusual forecasts and cost events occur so you can focus on monitoring your applications, not your subscription. Forecast events displayed in the Account Management web UI. Cost events displayed in the Account Management web UI. By default, you are notified of all forecast and cost events.

Monitoring 246

Monitoring Tuning Infrastructure Availability 246