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As an open-source project, OpenTelemetry sets standards for telemetry data sets and works with a wide range of systems and platforms to collect and export telemetry data to backend systems. In 2025, we expect to see the first releases, so youll be able to test out this innovative technology.
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. Stay tuned for an upcoming Performance Clinic ! Referencing other configurations by name.
DJ stands out as an opensource solution that is actively developed and stress-tested at Netflix. Training: We created easy-to-provide feedback using and with a fully integrated fine-tuning loop to allow end-users to teach new domains and questions around it effectively.
OpenTelemetry Astronomy Shop is a demo application created by the OpenTelemetry community to showcase the features and capabilities of the popular open-source OpenTelemetry observability standard. You can also use it to test different OpenTelemetry features and evaluate how they appear on backends.
The unstoppable rise of opensource databases. One database in particular is causing a huge dent in Oracle’s market share – opensource PostgreSQL. See how opensource PostgreSQL Community version costs compare to Oracle Standard Edition and Oracle Enterprise Edition. What’s causing this massive shift?
Application security tests can be used to tell developers when they have introduced vulnerabilities into the application they’re building. Their “ State of OpenSource Security Report, 2020 ” found that the most common vulnerabilities are cross-site scripting vulnerabilities (18%), followed by malicious packages (13%).
Migrating a proprietary database to opensource is a major decision that can significantly affect your organization. Advantages of migrating to opensource For many reasons mentioned earlier, organizations are increasingly shifting towards opensource databases for their data management needs.
A central element of platform engineering teams is a robust Internal Developer Platform (IDP), which encompasses a set of tools, services, and infrastructure that enables developers to build, test, and deploy software applications. Test : Playwright executes end-to-end tests.
The time and effort saved with testing and deployment are a game-changer for DevOps. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. In production, containers are easy to replicate. Here the overlap with Kubernetes begins. What is Kubernetes?
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.
We use and contribute to many open-source Python packages, some of which are mentioned below. We’ve had a number of successful Python opensources, including Security Monkey (our team’s most active opensource project). If any of this interests you, check out the jobs site or find us at PyCon.
Automating lifecycle orchestration including monitoring, remediation, and testing across the entire software development lifecycle (SDLC). Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. GitHub and GitHub Actions. Annotation. Configuration.
This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. The same holds true of DevSecOps initiatives.
Layers This flame graph shows a simple program for SYCL (a high-level C++ language for accelerators) that tests three implementations of matrix multiply, running them with the same input workload. I know of companies where flame graphs are a daily tool that developers use to understand and tune their code, reducing compute costs.
At the same time, opensource software (OSS) libraries now account for more than 70% of most applications’ code base, increasing the risk of application vulnerabilities. RASP capabilities aim to close the gap left by application security testing and network perimeter controls such as web application firewalls (WAFs).
Many of our users are performance engineers using Cloud Automation Quality Gates to automate the analysis of their performance and load tests – saving hours of analysis time for each test they run. The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project.
OpenTelemetry is an exciting opensource observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. You can also use it to test different OpenTelemetry features and evaluate how they appear on backends. To tackle this challenge, the?OpenTelemetry?community
The Android launch leveraged the open-source software decoder dav1d built by the VideoLAN, VLC, and FFmpeg communities and sponsored by AOMedia. Netflix has also partnered with YouTube to develop an open-source solution for an AV1 decoder on game consoles that utilizes the additional power of GPUs.
It has undergone security analysis and testing in accordance with AWS requirements. OpenTelemetry is an open-source CNCF (Cloud Native Computing Foundation) project that was formed from the merger of the OpenCensus and OpenTracing projects. Stay tuned for more news about the availability of trace ingest in the coming months.
We at Dynatrace understand the importance of contributing our expertise in enterprise-grade intelligent observability to the opensource community. Our goal as a community is to ensure OpenTelemetry is recognized as the OpenSource standard for observability and distributed tracing. Stay tuned, there’s more to come!
VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. Since its open-sourcing, we have started seeing VMAF being applied in a wider scope within the open-source community. VMAF stands for Video Multi-Method Assessment Fusion.
Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. However, the distributed system of a microservices architecture comes with its own cost: increased application complexity and convoluted testing. Migration is time-consuming and involved.
To date, some customers have used opensource or community-backed components to forward logs from S3 to Dynatrace. Service providers such as Akamai , Fastly , Netlify , opensource tools like Apache Airflow, and many others have built-in log delivery integration with S3.
As an opensource database, it’s a highly popular choice for enterprise applications looking to modernize their infrastructure and reduce their total cost of ownership, along with startup and developer applications looking for a powerful, flexible and cost-effective database to work with. PostgreSQL DigitalOcean Performance Test.
As organizations continue to modernize their technology stacks, many turn to Kubernetes , an opensource container orchestration system for automating software deployment, scaling, and management. In fact, more than half of organizations use Kubernetes in production.
Consider selecting platform-based solutions — whether opensource or from a commercial vendor — that support open ecosystems. Design, implement, and tune effective SLOs. SREs should agree upon SLO dashboards, error tolerances, remediation plans, and alerting tactics and test them in advance.
Client-Side Performance Testing Importance and Introduction. If you're worried about the performance of your web application, you need to test and analyze not only with what happens on the server but also with what happens in the browser. Find out more about client-side performance!
Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until opensource tracer libraries matured.
Christian Inzko , Performance Engineer out of our Klagenfurt Lab, is running a lot of performance tests to validate performance and scalability of our Dynatrace clusters. For some of these tests, he’s using the opensource tool Apache JMeter. So stay tuned.
OpenTelemetry is an opensource observability project that encompasses a set of APIs, libraries, agents, and instrumentation standards. OpenTelemetry provides [extensive documentation]([link] and examples to help you fine-tune your configuration for maximum effectiveness. What is OpenTelemetry?
AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments. MySQL on AWS Performance Test. MySQL Performance Test Scenarios and Results. ScaleGrid also maintains 53% lower latency on average throughout the entire MySQL AWS performance tests. Amazon RDS. Instance Type.
Let’s take a look at two key indicators from our 2018 Dynatrace ACM Survey: MTTI (Mean Time to Innovate): How long does it take to push a new feature that is fully tested, ready to go to production, until end-users receive it? keptn is an open-source enterprise-grade control plane for cloud-native continuous delivery and automated operations.
Over the past few years, Dynatrace has been a keen voice in the field of DevOps and provided enterprise knowledge and expertise in the shape of Keptn, the open-source, cloud-native, lifecycle orchestration control plane developed as a CNCF sandbox project. What’s next.
Out of the box, the default PostgreSQL configuration is not tuned for any particular workload. It is primarily the responsibility of the database administrator or developer to tune PostgreSQL according to their system’s workload. For testing purposes, let’s increase this to 256MB and see if there is any impact on cost.
A broad range of infrastructure components, open data frameworks, mobile platforms and frameworks (iOS, Android, Flutter, Xamarin, React, and others), and many more are also fully supported. So please stay tuned for updates. . Extend Dynatrace to specific technologies and use cases at scale with enterprise-grade capabilities.
If we were to select the most important MySQL setting, if we were given a freshly installed MySQL or Percona Server for MySQL and could only tune a single MySQL variable, which one would it be? To be fair, that is also true with PostgreSQL; it hasn’t been tuned either, and it, too, can also perform much better.
PostgreSQL is a free and opensource object-relational database management system (ORDBMS) that has existed since the mid-1990s. Opensource and free PostgreSQL is an opensource database, which means it is free to use, distribute, and modify. Download Percona Distribution for PostgreSQL Today!
For a more detailed comparison of performance features between different versions, refer to: [link] Benchmarking Methodology Sysbench Overview Sysbench is a versatile, open-source benchmarking tool ideal for testing OLTP (Online Transaction Processing) database workloads. You can access the benchmark here: [link].
EXPLAIN ANALYSE is a big boon to query tuning. Add in INVISIBLE INDEXes, and you can test the efficiency of an index without risking a disastrous rebuild after a delete. Free from locked-in licenses or commercial upsells, our products are opensource, enterprise-ready, and backed by 24/7 support and on-demand services.
MySQL is the all-time number one opensource database in the world, and a staple in RDBMS space. MySQL Configuration Management & Tuning. DigitalOcean is quickly building its reputation as the developers cloud by providing an affordable, flexible and easy to use cloud platform for developers to work with. Asynchronous.
CD is the next step in the process that automates the delivery of applications to selected infrastructure environments, such as a development environment for a related feature, or testing environments to verify feature functionality and proper integration with other parts of the software. Testing quality improves. Test pass rate.
And Miso had already built an early LLM-based search engine using the open-source BERT model that delved into research papers—it could take a query in natural language and find a snippet of text in a document that answered that question with surprising reliability and smoothness.
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