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 157

Metrics Open Source Monitoring Traffic 157

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

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 162

Metrics Open Source Monitoring Technology 162

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit and Fluentd were created for the same purpose: collecting and processing logs, traces, and metrics. Observability: Elevating Logs, Metrics, and Traces!

Best Practices 242

Best Practices IoT Metrics Storage 242

Dynatrace

MARCH 20, 2024

Deploying software in Kubernetes is often viewed as a straightforward process—just use kubectl or a GitOps solution like ArgoCD to deploy a YAML file, and you’re all set, right? Changes in application code or configurations can impact performance metrics, affecting user experience and application functionality.

Open Source 267

Open Source Hardware DevOps Infrastructure 267

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 214

Open Source Analytics Metrics Cloud 214

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 254

Open Source Metrics Analytics Tuning 254

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

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 342

Open Source Java Operating System Programming 342

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 225

Engineering DevOps Operating System Open Source 225

The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226

Systems Media Cache Open Source 226

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 171

Open Source Metrics Tuning Technology 171

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

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. And for DevOps, it means accelerating DevOps processes, improving agility, and speeding time to market.

Artificial Intelligence 182

Artificial Intelligence DevOps Strategy Open Source 182

Dynatrace

NOVEMBER 9, 2023

Kubernetes is a widely used open source system for container orchestration. However, they can also be used to monitor optimization processes effectively. It’s important to choose the right metrics to track based on your objective. Properly monitoring a Kubernetes cluster or any related environment can be difficult.

Efficiency 273

Efficiency Monitoring Best Practices Open Source 273

Dynatrace

AUGUST 16, 2021

These include spending too much time on manual processes, finger-pointing due to siloed teams, and poor customer experience because of unplanned work. Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. SLO validation – ?Automatically Topics in this blog series.

Software 246

Software Software Open Source Azure 246

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. A case in point is Log4Shell, which emerged in late 2021 and exposed open source libraries to exploitation. Dynatrace introduces automatic vulnerability management for PHP open source scripting language – blog.

Open Source 221

Open Source DevOps Java Innovation 221

Dynatrace

SEPTEMBER 29, 2021

Part one also provided an overview of Dynatrace’s Cloud Automation solution, Microsoft’s GitHub Actions , and open-source examples you can use and extend related to deployment and release monitoring. On the left are the set of specific metrics to be collected, known as Service level indicators (SLIs).

Software 200

Software Software Open Source DevOps 200

Dynatrace

NOVEMBER 17, 2020

With the arrival of this release candidate (RC), the community’s focus now shifts to providing tracing RC component releases, as well as producing a metrics specification RC. We at Dynatrace understand the importance of contributing our expertise in enterprise-grade intelligent observability to the open source community.

Open Source 152

Open Source Software Engineering Government Java 152

Dynatrace

OCTOBER 23, 2023

This is especially true as organizations rely more on diverse and nimble cloud-native and open source technologies. Since the beginning, we created centralized monitoring and leveraged open source products, like Nagios, to create custom controls, and Prometheus and Grafana for monitoring.”

Design 216

Design Innovation DevOps Open Source 216

The Netflix TechBlog

NOVEMBER 29, 2023

Details pertaining to HDR-VMAF exceed the scope of this article and will be covered in a future blog post; for now, suffice it to say that the first version of HDR-VMAF landed internally in 2021 and we have been improving the metric ever since. Yes, we are committed to supporting the open-source community.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

FEBRUARY 8, 2021

Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. 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.

Cloud 259

Cloud Azure Analytics AWS 259

Dynatrace

MARCH 27, 2024

Set up alerts for suspicious user activity Being able to explore logs in-depth is very helpful to perform forensic analysis, however, customers really want to get alerted if suspicious activity is going on as soon as logs are processed* by Dynatrace. This section shows how to analyze AWS AppFabric logs with Notebooks and DQL.

AWS 245

AWS Analytics Government Monitoring 245

Percona

DECEMBER 6, 2023

The PMM Dump performs a logical backup of the performance metrics collected by the PMM Server and imports them into a different PMM Server instance. In order to do it, we need to see performance metrics collected at the time when the issue happens. 2023-01-05T20:01:33+03:00 INF Processing 1/49 chunk. bin source=vm.

Monitoring 98

Monitoring Metrics Analytics Open Source 98

Percona

DECEMBER 19, 2022

include: Offline metric collection during PMM server outages or loss of PMM client-server network connectivity. Client-side caching minimizes potential for metrics loss. One of the core principles of our open-source philosophy is transparency, and we are committed to sharing our roadmap openly and transparently with our users.

Metrics 52

Metrics Monitoring Servers Open Source 52

Dynatrace

JULY 16, 2021

This week my colleague Michael Winkler announced the general availability of Cloud Automation quality gates , a new capability that aims to provide answer-driven release validation as part of your delivery process. The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project.

DevOps 244

DevOps Open Source Cloud Azure 244

Dynatrace

APRIL 11, 2023

Open source software is likewise playing a larger role in cloud computing, which brings benefits and dilemmas: bad actors have ready access to open source software and can identify new vulnerabilities to exploit. This includes collecting metrics, logs, and traces from all applications and infrastructure components.

Cloud 186

Cloud DevOps Open Source Retail 186

Dynatrace

JANUARY 28, 2021

Organizations that want a high-performance language with a great ecosystem for their applications often use Golang , an open-source programming language. Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data). Dynatrace news. What’s next.

Traffic 166

Traffic Open Source Servers Cloud 166

Dynatrace

APRIL 18, 2022

Andreas Grabner, DevOps Activist at Dynatrace, took to the virtual stage at the recent Dynatrace Perform conference to describe how the open source Keptn project automates the configuration of observability tools, dashboards, and alerting based on service-level objectives (SLOs). Why is automated orchestration critical?

Open Source 186

Open Source DevOps Cloud Metrics 186

Dynatrace

OCTOBER 14, 2020

On top of that, our CNCF Open Source project, Keptn , brings cloud automation use cases around progressive delivery and operations to our users enabling our Dynatrace customers to establish a NoOps culture like we have at Dynatrace engineering. It happened in June 2020. Can we fix it? Yes, we can!

Cloud 227

Cloud Development Open Source Monitoring 227

Dynatrace

FEBRUARY 17, 2022

So when people hear me explain things, it’s this process of convincing myself I completely understand it.”. There are stakeholders, dependencies, and end-users throughout the process. And if you have other tools, like the open-source systems monitoring toolkit, Prometheus , you need a solution to make sense of all the data in context.

Technology 209

Technology Technology Cloud Infrastructure 209

Percona

OCTOBER 31, 2023

Percona has a mission to provide the best open source database software, support, and services so our users can innovate freely. Open-sourcing of the data We believe in open source at Percona. Future releases may add additional metrics. We are proud of how far we have come over the last 16+ years.

Open Source 90

Open Source Database Operating System Programming 90

Dynatrace

FEBRUARY 10, 2023

Grail, the Dynatrace causational data lakehouse with a massively parallel processing analytics engine, unites observability, security, and business data from multicloud and cloud-native environments while retaining the data’s context to deliver precise answers in real time. DevOps metrics and digital experience data are critical to this.

Efficiency 275

Efficiency Performance Analytics DevOps 275

Dynatrace

NOVEMBER 22, 2021

Like general observability , AWS observability is the capacity to measure the current state of your AWS environment based on the data it generates, including its logs, metrics, and traces. These frameworks can include break-points/debuggers and logging instrumentation, or processes, such as manually reading log files.

Best Practices 210

Best Practices AWS Monitoring Serverless 210

Dynatrace

NOVEMBER 2, 2023

Setting aside APRA’s mandate and the heavy fines and penalties of non-compliance – it’s in companies’ best interests to undergo the process of identifying, assessing, and mitigating operational risk within the business. Acting without delay is still vitally important. Observability aims to interpret them all in real time.

Cloud 220

Cloud Infrastructure Strategy Hardware 220

Dynatrace

JULY 31, 2020

Loosely defined, Observability boils down to inferring the internal health and state of a system by looking at the external data it produces, which most commonly are logs, metrics, and traces. The answer is in the data collection, and more specifically, how the logs, metrics, traces are collected. binary, daemonset, sidecar) .

Open Source 182

Open Source Metrics Google Java 182