Uber Engineering

AUGUST 7, 2018

To facilitate the growth of Uber’s global operations, we need to be able to quickly store and access billions of metrics on our back-end systems at any given time.

Open Source 104

Open Source Metrics Infrastructure Scalability 104

DZone

JUNE 11, 2023

Application logs and metrics are vital for any application development or maintenance process. However, managing and analyzing logs and metrics can be a daunting task, especially if the application generates a large volume of data. It stores data in a document-oriented index, offering fast search and analytics capabilities.

Metrics 141

Metrics Open Source Analytics Engineering 141

Dynatrace

MAY 17, 2023

That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags. OpenTelemetry, the open source observability tool, has emerged as an industry-standard solution for instrumenting application telemetry data to make it observable. What is OpenTelemetry?

Metrics 181

Metrics Open Source Traffic Cache 181

Dynatrace

NOVEMBER 16, 2021

Dynatrace has recently extended its Kubernetes operator by adding a new feature, the Prometheus OpenMetrics Ingest , which enables you to import Prometheus metrics in Dynatrace and build SLO and anomaly detection dashboards with Prometheus data. Here we’ll explore how to collect Prometheus metrics and what you can achieve with them.

Metrics 201

Metrics Infrastructure Open Source Database 201

Dynatrace

APRIL 7, 2022

To remain flexible in observing all technologies used in their organization, some companies choose open-source solutions, which allow them to stay vendor-neutral. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. Add topology context to your Micrometer metrics.

Metrics 208

Metrics Latency Java Cache 208

Dynatrace

DECEMBER 22, 2020

Welcome back to the blog series where we provide you with deep dives into the latest observability awesomeness from Dynatrace , demonstrating how we bring scale, zero configuration, automatic AI driven alerting, and root cause analysis to all your custom metrics, including open source observability frameworks like StatsD, Telegraf, and Prometheus.

Metrics 168

Metrics Open Source Tuning Traffic 168

DZone

FEBRUARY 15, 2024

Prometheus, a powerful open-source monitoring system, emerges as a perfect fit for this role, especially when integrated with Kubernetes. By collecting and analyzing metrics in real-time, it enables teams to proactively identify and resolve issues before they impact users.

Monitoring 274

Monitoring Open Source Metrics Scalability 274

Dynatrace

JANUARY 12, 2021

In Part 1 we explored how you can use the Davis AI to analyze your StatsD metrics. In Part 2 we showed how you can run multidimensional analysis for external metrics that are ingested via the OneAgent Metric API. In Part 3 we discussed how the Davis AI can analyze your metrics from scripting languages like Bash or PowerShell.

Metrics 179

Metrics Open Source Monitoring Analytics 179

DZone

MAY 1, 2023

The main purpose of this article and use case is to scrape AWS CloudWatch metrics into the Prometheus time series and to visualize the metrics data in Grafana. These tools give greater visibility other than collecting the metrics also, where we can set up critical alerts, live views, and custom dashboards.

AWS 256

AWS Open Source Tuning Metrics 256

Dynatrace

NOVEMBER 3, 2020

Welcome to the blog series where we give you a deeper dive into the latest awesomeness around Dynatrace : how we bring scale, zero configuration, automatic AI driven alerting, and root cause analysis to all your custom metrics, including open source observability frameworks like StatsD, Telegraf, and Prometheus.

Metrics 158

Metrics Open Source Monitoring Traffic 158

Dynatrace

FEBRUARY 3, 2021

In Part 1 we explored how you can use the Davis AI to analyze your StatsD metrics. Part 2 showed how to run multidimensional analysis for external metrics that are ingested via the OneAgent Metric API. In Part 3 we discussed how the Davis AI can analyze your metrics from scripting languages like Bash or PowerShell.

Metrics 163

Metrics Open Source Monitoring Technology 163

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 40 – Security Metrics: Measure Twice, Cut Once with Rick Stewart. Security Metrics: Measure Twice, Cut Once with Rick Stewart. Enjoy the summer break! Google Podcasts.

Metrics 196

Metrics Social Media Government Media 196

DZone

JUNE 15, 2023

As one of the most popular open-source Kubernetes monitoring solutions, Prometheus leverages a multidimensional data model of time-stamped metric data and labels. The platform uses a pull-based architecture to collect metrics from various targets.

Open Source 286

Open Source Metrics Efficiency Architecture 286

Dynatrace

APRIL 7, 2022

To remain flexible in observing all technologies used in their organization, some companies choose open-source solutions, which allow them to stay vendor-neutral. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. Add topology context to your Micrometer metrics.

Metrics 130

Metrics Latency Java Cache 130

Dynatrace

APRIL 7, 2022

To remain flexible in observing all technologies used in their organization, some companies choose open-source solutions, which allow them to stay vendor-neutral. Micrometer is used for instrumenting both out-of-the-box and custom metrics from Spring Boot applications. Add topology context to your Micrometer metrics.

Metrics 130

Metrics Latency Java Cache 130

Dynatrace

DECEMBER 4, 2023

OpenTelemetry has become a standard for collecting traces, metrics, and logs. OpenLLMetry, an open source SDK built on OpenTelemetry, offers standardized data collection for AI Model observability. OpenLLMetry provides an open source SDK for LLM observability, seamlessly integrating with Dynatrace for in-depth analysis.

Open Source 258

Open Source Latency Metrics Java 258

DZone

APRIL 14, 2023

Are you interested in open-source observability, but lack the knowledge to just dive right in? This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today.

Open Source 268

Open Source Metrics Monitoring Design 268

DZone

FEBRUARY 6, 2024

Grafana is an open-source tool to visualize the metrics and logs from different data sources. It can query those metrics, send alerts, and can be actively used for monitoring and observability, making it a popular tool for gaining insights. What Is Grafana?

Big Data 161

Big Data Open Source Virtualization Metrics 161

DZone

MARCH 14, 2023

Are you interested in open-source observability, but lack the knowledge to just dive right in? This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today.

Open Source 255

Open Source Metrics Monitoring Design 255

Dynatrace

DECEMBER 28, 2020

Welcome back to the blog series where we provide you with deeper dives into the latest observability awesomeness from Dynatrace , demonstrating how we bring scale, zero configuration, automatic AI-driven alerting, and root cause analysis to all your custom metrics, including open source observability frameworks like StatsD, Telegraf, and Prometheus.

Metrics 149

Metrics Open Source Monitoring Engineering 149

DZone

OCTOBER 10, 2023

Will the tool support all kinds of data aggregation, such as logs, metrics, traces, topology, etc.? In this article, we will provide the best way to get started with unified observability of your entire infrastructure using open-source Skywalking and Istio service mesh.

Open Source 262

Open Source DevOps Infrastructure Metrics 262

Dynatrace

JULY 11, 2023

Dynatrace has supported the OpenTelemetry project for years as a key contributor and contributed to its rise to a popular open source observability framework for cloud-native software. Many global enterprises have instrumented their code to emit traces, metrics, and logs in a standardized and vendor-neutral way using OpenTelemetry.

Open Source 215

Open Source Analytics Metrics Cloud 215

Dynatrace

MARCH 20, 2024

In this article, we’ll explore these challenges in detail and introduce Keptn, an open source project that addresses these issues, enhancing Kubernetes observability for smoother and more efficient deployments. Performance degradation Deploying new versions of applications can sometimes lead to unexpected performance degradation.

Open Source 268

Open Source Hardware DevOps Infrastructure 268

DZone

AUGUST 18, 2023

In this blog post, we will discuss the open-source service mesh Kuma, its architecture, and its easy-to-implement policies like traffic control, metrics, circuit breaking, etc. With the existing service mesh hard to scale due to too many moving parts, configure and manage, Kong built a service mesh tool called Kuma.

Traffic 239

Traffic Open Source Architecture Metrics 239

DZone

AUGUST 5, 2019

This preview allows for the collection of Prometheus metrics in Azure Monitor. This pod will pull in metrics from your cluster and nodes and make this available to you in Azure Monitor. So far, this has been limited to collecting standard metrics about the nodes, cluster, and pods, so things like CPU, memory usage, etc.

Azure 100

Azure Metrics Monitoring Open Source 100

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.

Open Source 255

Open Source Metrics Analytics Tuning 255

Dynatrace

JANUARY 16, 2023

Open-source software drives a vibrant Kubernetes ecosystem. Open source software drives a vibrant Kubernetes ecosystem. Across all categories in the Kubernetes survey, open source projects rank among the most frequently used solutions. Dynatrace’s investment in open source technologies keeps growing.

Open Source 343

Open Source Java Operating System Programming 343

DZone

SEPTEMBER 16, 2020

Prometheus is one of many open-source projects managed by the Cloud Native Computing Foundation (CNCF). Prometheus can collect metrics about your application and infrastructure. Metrics are small concise descriptions of an event: date, time, and a descriptive value.

Open Source 266

Open Source Metrics Monitoring Infrastructure 266

Dynatrace

DECEMBER 11, 2023

It’s open source, allows for great scalability with the possibility to run workloads on the cloud and on-premises Kubernetes clusters, and is easily extensible via plugins. At Dynatrace, we measure the DORA metrics from Google. The first DORA metric is rather easy; we simply look at the throughput of the main branch.

Open Source 188

Open Source Analytics Metrics Cloud 188

DZone

JUNE 28, 2021

The following list is prepared after considering metrics like recent trends, language popularity, career prospects, open-source projects, and more. Which Automation Programming Language Is the Best for Testing?

Programming 363

Programming Artificial Intelligence Blockchain Java 363

Dynatrace

OCTOBER 6, 2022

OpenTelemetry is an exciting open source observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. Jaeger and Prometheus backends for displaying the collected traces and metrics, but you can easily configure alternative backends. Dynatrace metrics exporter ?

Open Source 173

Open Source Metrics Tuning Technology 173

Dynatrace

DECEMBER 6, 2022

Because it’s open source, OpenFeature eliminates the need for organizations to build their own proprietary SDKs and APIs. This open source approach to managing feature flags simplifies and accelerates release cycles and enables teams to automate releases at scale. Were conversion goals impacted?

Open Source 207

Open Source DevOps Java Code 207

DZone

JUNE 11, 2020

TiDB is an open-source, distributed SQL database that supports Hybrid Transactional/Analytical Processing (HTAP) workloads. It's challenging to troubleshoot issues in a distributed database because the information about the system is scattered in different machines. Before version 4.0,

Database 246

Database Open Source Analytics Architecture 246

Dynatrace

MARCH 29, 2024

As organizations continue to modernize their technology stacks, many turn to Kubernetes , an open source container orchestration system for automating software deployment, scaling, and management. ” First, Akamas collects metrics, then recommends configuration improvements and applies these recommendations.

Engineering 226

Engineering DevOps Operating System Open Source 226

Percona

OCTOBER 19, 2023

Percona stands for open source and keeps open source open for everyone. Open source software is impossible without the efforts of the community. Serge added securityContext to avoid warning messages on the deploy process and podAnnotations helps to Prometheus to collect operator metrics.

Open Source 103

Open Source Traffic Virtualization Metrics 103

Dynatrace

JUNE 7, 2023

Kubernetes is an open source container orchestration platform that enables organizations to automatically scale, manage, and deploy containerized applications in distributed environments. Like Kubernetes, OpenShift is an open source Kubernetes-based container platform. What is Kubernetes? What is OpenShift? Ease of use.

Open Source 207

Open Source Social Media Infrastructure Operating System 207

Dynatrace

MARCH 29, 2024

Generative AI: A type of AI that uses an algorithm trained on large amounts of data collected from diverse sources to generate various types of content, including text, images, audio, and synthetic data. The value of AI in operational acceleration carries tangible value above and beyond incremental features.

Artificial Intelligence 183

Artificial Intelligence DevOps Strategy Open Source 183