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

Scalegrid

SEPTEMBER 5, 2024

Managing High Availability (HA) in your PostgreSQL hosting is very important to ensuring your database deployment clusters maintain exceptional uptime and strong operational performance so your data is always available to your application. Effective management of failover and switchover operations is crucial for high availability.

Availability 257

Availability Servers Database Open Source 257

Dynatrace

OCTOBER 16, 2024

Kickstart your creation journey using ready-made dashboards and notebooks Creating dashboards and notebooks from scratch can take time, particularly when figuring out available data and how to best use it. This feature lets you explore any available metric and add it to Notebooks or Dashboards.

Social Media 263

Social Media Metrics Network Analytics 263

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

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. By analogy, envision an apple tree where an apple drops.

Efficiency 264

Efficiency Traffic Tuning Metrics 264

Dynatrace

JULY 24, 2024

Dynatrace is designed to scale easily across the entire Kubernetes stack. It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of your monitoring infrastructure. Dynatrace observability is available for Red Hat OpenShift on IBM Power.

Availability 279

Availability Infrastructure Metrics Monitoring 279

Dynatrace

JUNE 25, 2020

Dynatrace Managed is intrinsically highly available as it stores three copies of all events, user sessions, and metrics across its cluster nodes. Our Premium High Availability comes with the following features: Active-active deployment model for optimum hardware utilization. Dynatrace news.

Availability 264

Availability Hardware Latency Traffic 264

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. Site Reliability Guardian provides an automated change impact analysis to validate service availability, performance, and capacity objectives across various systems.

Systems 264

Systems DevOps Monitoring Analytics 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

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. The results are returned in a standardized format, ensuring easy support for futureUIs.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Scalegrid

FEBRUARY 24, 2025

Implementing clustering and quorum queues in RabbitMQ significantly improves load distribution and data redundancy, ensuring high availability and fault tolerance for messaging services. Classic queues can be used in clusters, emphasizing their behavior during node failures, particularly regarding durability and availability.

Best Practices 147

Best Practices Traffic Strategy Efficiency 147

DZone

JANUARY 8, 2024

As organizations increasingly migrate their applications to the cloud, efficient and scalable load balancing becomes pivotal for ensuring optimal performance and high availability. Each of these services addresses specific use cases, offering diverse functionalities to meet the demands of modern applications. What Is Load Balancing?

Azure 287

Azure Scalability Traffic Performance 287

Dynatrace

MARCH 11, 2025

The Dynatrace platform now enables comprehensive data exploration and interactive analytics across data sets (trace, logs, events, and metrics)empowering you to solve complex use cases, handle any observability scenario, and gain unprecedented visibility into your systems.

Analytics 165

Analytics Games Innovation Metrics 165

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

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. The first benefit is simplicity. Let’s explore each in more detail. Compute services. Application integration. Improving data processing.

Serverless 325

Serverless AWS Lambda Storage 325

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. This is done by detecting availability and performance problems in real time across an entire technology stack while presenting teams with answers — not alert storms.

AWS 306

AWS Lambda Serverless Virtualization 306

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

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

JULY 11, 2023

Scalability and cloud-native support: Dynatrace is designed to scale effortlessly in dynamic Kubernetes environments. It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of the monitoring infrastructure.

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Scalegrid

MAY 13, 2020

It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. Greenplum Architectural Design.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

MAY 24, 2023

Microsoft initially designed the OS for internal use to develop and manage Azure services. Today, it’s a generally available container host for AKS and AKS-HCI. Microsoft designed the kernel and other aspects of the OS with an emphasis on security due to its focused role in executing container workloads. Performance.

Azure 246

Azure Monitoring Operating System Virtualization 246

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. Although this initially only includes the default bucket, you might also include other buckets (if these are available to the user).

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

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

Dynatrace

OCTOBER 3, 2024

Monitor your cloud OpenPipeline ™ is the Dynatrace platform data-handling solution designed to seamlessly ingest and process data from any source, regardless of scale or format. Furthermore, OpenPipeline is designed to collect and process data securely and in compliance with industry standards.

Cloud 299

Cloud Lambda AWS Analytics 299

Smashing Magazine

SEPTEMBER 10, 2021

Web Design Done Well: Excellent Editorial. Web Design Done Well: Excellent Editorial. A lot of web design talk concerns itself with what goes on around content. Page speed, design systems, search engine optimization, frameworks, accessibility — the list goes on and on. Frederick O’Brien. 2021-09-10T10:00:00+00:00.

Design 139

Design Internet Internet Mobile 139

Dynatrace

AUGUST 24, 2020

Logs represent event data in plain-text, structured or binary format. And because Dynatrace can consume CloudWatch metrics, almost all your AWS usage information is available to you within Dynatrace. Similarly, integrations for Azure and VMware are available to help you monitor your infrastructure both in the cloud and on-premises.

Analytics 305

Analytics Infrastructure AWS Operating System 305

The Netflix TechBlog

AUGUST 1, 2022

As the system evolves to solve more and more use cases, we have expanded its scope to handle not only the CDC use cases but also more general data movement and processing use cases such that: Events can be sourced from more generic applications (not only databases). They use different mechanisms to stream events out of the source databases.

Processing 273

Processing Transportation Entertainment Tuning 273

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

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

Dynatrace

FEBRUARY 15, 2023

Grail – the foundation of exploratory analytics Grail can already store and process log and business events. Whether it’s metrics, logs, events, traces, or any other data type, Dynatrace not only retains the data context but also enables you to analyze data in its semantic context without boundaries.

Analytics 264

Analytics Social Media Metrics Design 264

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 290

Innovation AWS Analytics Storage 290

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

NOVEMBER 3, 2020

We deliberately chose an API-first approach in designing our own new web UI for the Problems list view to ensure that external integrations receive the same level of expressiveness through the public REST API. Define SLOs and KPIs for your services by fetching root cause details across the Problems, Metrics, and Events API endpoints.

Metrics 246

Metrics Monitoring Efficiency Availability 246

Dynatrace

OCTOBER 4, 2022

A data lakehouse addresses these limitations and introduces an entirely new architectural design. This unique, end-to-end data collection, together with Smartscape ® topology mapping, ensures Grail is fueled with all available data—in context—and ready for manual or AI-driven analytics tasks. This scenario is a thing of the past.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

APRIL 21, 2022

If you still use the legacy version of Log Monitoring ( Log Monitoring v1 ), the Log Monitoring v1 documentation is still available, but we strongly encourage you to switch to the latest Dynatrace Log Monitoring version and gain direct access to the log content of all your mission-critical processes. General Availability (Build 1.239.178).

Azure 246

Azure Metrics AWS Monitoring 246

The Netflix TechBlog

DECEMBER 19, 2024

This has been a guiding design principle with Metaflow since its inception. The standard dictionary subscript notation is also available. For instance, you can use a Config to define a default value for a parameter which can be overridden by a real-time event as a run is triggered.

Best Practices 204

Best Practices Cache Metrics Code 204