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Andreas Grabner, DevOps Activist at Dynatrace, took to the virtual stage at the recent Dynatrace Perform conference to describe how the opensource Keptn project automates the configuration of observability tools, dashboards, and alerting based on service-level objectives (SLOs). Too many SLOs create complexity for DevOps.
By Paul Bakker and Kavitha Srinivasan , Images by David Simmer , Edited by Greg Burrell Netflix has developed a Domain Graph Service (DGS) framework and it is now opensource. Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. Our framework is battle-hardened by our use at scale.
This blog post explains how Dynatrace simplifies log ingestion, whether youre onboarding logs from your infrastructure using OneAgent, cloud services using log forwarding, or driving open-source standardization leveraging OpenTelemetry (OTel), Fluent Bit, or any other API-based ingestion methods.
Some time ago Federico Toledo published Performance Testing with OpenSource Tools- Busting The Myths. Otherwise we wouldn’t see so many commercial tools built on the top of opensource including BlazeMeter (it is ironic that the article is posted on the BlazeMeter site), Flood, and OctoPerf.
Debug data from third-party and opensource, too! Debugging third-party and opensource code, and even external libraries for which you dont have the source code, can be an extremely complex task. Dynatrace Live Debugger is currently in preview and will be generally available within the next 90 days.
Dynatrace monitoring-as-code allows us to do just that – and what started around one year ago in a ‘Minimal Viable Product’ approach to cover our internal needs, is now available to all our customers as OpenSource on GitHub. Let’s look at how monitoring –as-code Tool (Monaco) fulfills these requirements: Monaco speaks JSON.
In our previous blog posts, we discussed the capabilities and functioning of PostgreSQL Automatic Failover (PAF) by Cluster Labs and Replication Manager (repmgr) by 2ndQuadrant. Managing High Availability in PostgreSQL – Part I: PostgreSQL Automatic Failover. Managing High Availability in PostgreSQL – Part II: Replication Manager.
Kubernetes is a widely used opensource system for container orchestration. A Kubernetes SLO that continuously evaluates CPU, memory usage, and capacity and compares these available resources to the requested and utilized memory of Kubernetes workloads makes potential resource waste visible, revealing opportunities for countermeasures.
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.
In this blog, we will focus on histograms and why to use them. This feature, available by default for OTel-instrumented services, allows users a standard way to measure and compare response times across different services consistently. But for now, percentile calculation and buckets are available only for explicit bucket histograms.
In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. OpenSource.
Even though opensource software is firmly in the mainstream, used widely by businesses, governments, and everyone who owns a cell phone or computer, the question repeatedly arises: “Is opensource software safe?” Is opensource software as stable as other software? Our bar is higher than that.
Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix.
Many organizations are turning to opensource solutions to streamline their operations and reduce costs. Opensource migration can be a game-changer, offering flexibility, scalability, and cost-effectiveness. Below, we’ll explore the common pitfalls of opensource migration and provide insights on how to avoid them.
WordPress, the ubiquitous publishing platform that launched millions of blogs and websites, turned 20 on May 27th. While not the first opensource content management system (CMS), WordPress caught on like nothing before and helped spread opensource to millions.
There are umpteen performance testing tools available in the commercial market as well as in the open-source repositories. Recently, Go-based performance testing tools are exploding in the open-source world. Based on our requirements, we can choose the best tool from the arsenal.
We’re equally convinced on both counts, but in this blog article, we’re focusing on why MongoDB is not opensource. Let’s start with this: MongoDB is accurately referred to as source-available software. To be clear, we are rock-solid in our stance that MongoDB is not opensource.
OpenTelemetry SDKs are available for most contemporary programming languages, such as C++, Go, Java, JavaScript, and Python (see [link] for the full list). The OpenTelemetry Operator can be used for automated instrumentation, or metrics and resources can be added using opensource libraries for each language.
These problems are the drivers behind Dynatrace’s solution offering called Cloud Automation and this two-part blog series shows how to tackle these problems using GitHub Actions. Topics in this blog series. Microsoft’s GitHub is the largest open-source software community in the world with millions of open-source projects.
Docker Engine is built on top containerd , the leading open-source container runtime, a project of the Cloud Native Computing Foundation (DNCF). Kubernetes is an open-source container orchestration platform for managing, automating, and scaling containerized applications. appeared first on Dynatrace blog.
Open-source metric sources automatically map to our Smartscape model for AI analytics. Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API.
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. For orientation on the use cases in this blog series, refer to the picture below. Blog series use cases.
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?
At the same time, cloud-native technologies and open-source software have introduced a new level of speed and complexity. The approaches that are currently available simply aren’t good enough: Many companies use the Common Vulnerabilities Scoring System (CVSS) for prioritization. Dynatrace news. What’s next?
Welcome back to the second part of our blog series on how easy it is to get enterprise-grade observability at scale in Dynatrace for your OpenTelemetry custom metrics. Collect usage statistics by pre-instrumenting an open-source framework. “We The OpenTelemetry metrics exporters are opensource projects, available on GitHub.
The complexity of such deployments has accelerated with the adoption of emerging, open-source technologies that generate telemetry data, which is exploding in terms of volume, speed, and cardinality. Extend your topology mapping to include open-source observability data. Next steps.
Making Google’s CalDAV and CardDAV APIs available for everyone ( Google Developers Blog). Pandora launches new HTML5 site for TVs and gaming consoles, available now on PS3 and Xbox 360 ( The Next Web). Why haven’t cash-strapped American schools embraced opensource? History of Lisp ( Hacker News). Hacker News).
DigitalOcean provides many advantages for database hosting, and you can learn more about them in our The Best Way to Host MongoDB on DigitalOcean blog post. Is my database cluster still highly available? DigitalOcean does not have the concept of availability zones (AZ), so we distribute the nodes across different regions.
Application developers commonly leverage open-source software when building containerized applications. In fact, the market research firm Forrester says that the average container image is comprised of 70% open-source software.[1] 1] And unfortunately, open-source software is often fraught with security vulnerabilities.
What if a team doesn’t yet use Dynatrace but has manually added instrumentation to their code using an SDK such OpenTelemetry and they use an open-source tool to help debug code across microservices, such as Jaeger? To learn more, have a look at our previous blog post, which introduced W3C Context support in Dynatrace.
The latest enhancement enables our customers to automatically detect and assess open-source and third-party vulnerabilities in Node.js and Java workloads are automatically detected at runtime along the entire dependency tree of open-source and third-party libraries. Vulnerabilities in Node.js Next steps.
Kubernetes is an open-source orchestration engine for containerized applications that help to automate processes such as scaling, deployments, and management with greater efficiency. . Create web applications that are highly available across multiple availability zones and scales to meet your demanding consumption footprints .
In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. Open-source solutions, such as OpenTelemetry , provide a de facto standard for collecting telemetry data in cloud settings. Read eBook now!
Opensource has also become a fundamental building block of the entire cloud-native stack. While leveraging cloud-native platforms, open-source and third-party libraries accelerate time to value significantly, it also creates new challenges for application security.
When it comes to access to their applications, users demand instant, reliable, and secure interactions — and that means databases must be highly available. With database high availability (HA), services are largely uninterrupted, and end users are largely satisfied. The obvious answer is this: To achieve high availability.
To ensure observability, the opensource CNCF project OpenTelemetry aims at providing a standardized, vendor-neutral way of pre-instrumenting libraries and platforms and annotating UserLAnd code. Of course, all the ingested metrics are available to Davis AI and support auto-adaptive baselining or threshold-based alerting.
As a strong supporter of opensource and open standards, I’m aware that the wide availability of standards, open-source tools, and some newly coined terms are causing a lot of confusion. Following is a list of questions that I hear frequently; I will answer these questions in this blog post.
The open-source scripting language PHP is used by over 78% of all websites that use a server-side programming language. Due to the widespread adoption and rich ecosystem of available PHP libraries, all types of security vulnerabilities can be found in PHP applications. Dynatrace news. New to Dynatrace?
Modern infrastructure needs to be elastic and GitOps approaches are used to automate the provisioning of infrastructure and applications using Git, an open-source control system that provides the change processes including reviews and approvals. How to get started. Otherwise, contact our Services team.
RabbitMQ is an open-source message broker that supports multiple messaging protocols , including AMQP, STOMP, MQTT, and RabbitMQ Streams. Apache Kafka is an open-source event streaming platform for high-volume, event-driven data processing. What is RabbitMQ? What is Apache Kafka?
Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Effective monitoring and diagnostics starts with availability monitoring. Dynatrace news. This stage is defined by the question “is it up?
Multiple GitHub Actions are available within the GitHub Marketplace : The use of GitHub Workflows is straight forward as their configurations are stored in your GitHub repository. The purpose-built Dynatrace GitHub Action is available on the GitHub Marketplace in the monitoring category.
This blog will suggest five areas to consider and questions to ask when evaluating your existing vendors and their risk management strategies. What measures are in place to ensure the security of open-source components? Do you provide availability SLAs? A variety of events and circumstances can cause an outage.
Dynatrace makes is easy for you to pull Prometheus metrics from Kubernetes pods into your environment and making them available for further analytics. This approach works well for availability-related metrics. The post Simplify observability for all your custom metrics (Part 4: Prometheus) appeared first on Dynatrace blog.
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