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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. To learn more about what Dynatrace can do with OpenTelemetry, tune into the conversation: Dynatrace can do THAT with OpenTelemetry?
Image Source. Why Is Kubernetes Performance Tuning Needed? As Kubernetes becomes a basic infrastructure for many organizations, performance tuning for Kubernetes clusters is becoming more important. Kubernetes is a highly scalable open-source platform for orchestrating containerized workloads in server environments.
Have you ever wondered if opensource is secure? Episode 55 of Tech Transforms tackles these security reservations about opensource code. Magill explains how government agencies can securely use opensource code. If so, you are not alone. Make sure to stay connected with our social media pages.
As a solution, teams often adopt opensource observability tools like OpenTelemetry to gain situational awareness of their cloud-native environments. Opensource observability tools help address cloud complexity. Using open-source tools to tame cloud complexity can lead to data silos.
This alleviates the risk of opensource components with unpatched vulnerabilities remaining open to exploitation long after they have been revealed. What’s next Stay tuned for direct syslog ingestion into Dynatrace, which brings syslog endpoints to an Environment ActiveGate, fully configurable from the cluster.
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 !
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. Traces, metrics, and logs are already well covered, but interesting enhancements are being made frequently, so stay tuned.
An open-source distributed SQL query engine, Trino is widely used for data analytics on distributed data storage. In this article, we will show you how to tune Trino by helping you identify performance bottlenecks and provide tuning tips that you can practice. But how do we do that?
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?
While not the first opensource content management system (CMS), WordPress caught on like nothing before and helped spread opensource to millions. It was simple, easy to deploy, and easy to use, and WordPress had the added benefit of being opensource. MySQL was founded in 1995 and went opensource in 2000.
This high level of abstraction is provided by industry-grade, opensource stream processing frameworks such as Kafka Streams , Apache Flink , and Spark Structured Streaming. Failures are injected using Chaos Mesh , an opensource chaos engineering platform integrated with Kubernetes deployment.
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.
Prometheus and Grafana are the most powerful, robust open-source tools for monitoring, collecting, visualizing, and performance metrics of the deployed applications in production. CloudWatch Exporter is an open-source tool to capture metrics as defined in yml configuration file.
Elasticsearch is an open-source search engine and analytics store used by a variety of applications from search in e-commerce stores, to internal log management tools using the ELK stack (short for “Elasticsearch, Logstash, Kibana”).
Data storage and distribution through HollowFeeds Netflix Hollow is an OpenSource java library and toolset for disseminating in-memory datasets from a single producer to many consumers for high performance read-only access.
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?
Their “ State of OpenSource Security Report, 2020 ” found that the most common vulnerabilities are cross-site scripting vulnerabilities (18%), followed by malicious packages (13%). Snyk also reports that open-source software is a common entry point for vulnerabilities. Whether the process is exposed to the Internet.
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.
It provides an easy way to select, integrate, and customize foundation models with enterprise data using techniques like retrieval-augmented generation (RAG), fine-tuning, or continued pre-training. Distributed Tracing overview of an Amazon Bedrock request with LangChain.
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. Stay tuned.
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. Here the overlap with Kubernetes begins.
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. The OpenTelemetry metrics exporters are opensource projects, available on GitHub. What’s next.
Collect usage statistics by pre-instrumenting an open-source framework. “We In our second example, we focus on pre-instrumenting an open-source framework with OpenTelemetry, which is a key goal of the OpenTelemetry standard. The OpenTelemetry metrics exporters are opensource projects, available on GitHub.
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.
This is why we’re aligned with opensource initiatives and compatible with the CI/CD specification in OpenTelemetry driven by the CDNF. Stay tuned Currently, the API allows for the configuration of an event processing pipeline. Dynatrace Documentation maintains a list of events, which will grow as we unlock new use cases.
Microsoft’s GitHub is the largest open-source software community in the world with millions of open-source projects. Kubernetes deployments can be managed using a combination of both the open-source Azure Kubernetes set context Action and Kubernetes deployment GitHub Action. GitHub and GitHub Actions.
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.
OpenTelemetry is an exciting opensource observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. You can ingest OpenTelemetry data in two ways: using Dynatrace OneAgent technology or using OpenTelemetry Protocol (OTLP), which relies exclusively on opensource technology.
Gross has taken on the challenge of managing a fast-paced tech environment, supporting Sandia in advancements with opensource and industry collaboration. Tune in to the full episode to hear more from Gross on UX Ops. This episode of Tech Transforms explores how user experience starts at the development level.
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.
Apache Spark is a powerful open-source distributed computing framework that provides a variety of APIs to support big data processing. In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization.
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!
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. An ideal RASP technology does not need training or fine-tuning to learn what bad application behavior looks like. More time for vulnerability management.
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.
Tune in for Mark and Willie’s highlights and takeaways from the event. Rick Stewart, Chief Software Technologist at DLT Solutions, joins Tech Transforms to share his insights on OpenSource, Platform One, and DORA initiatives. Be sure to follow the link in the show notes to see the full event on-demand!
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. What is OpenTelemetry? Seeing is believing.
We now also provide out-of-the-box support for the most widely used open-source log data frameworks, including Fluentd and Logstash and open up the AI-engine for any log or event data. New log sources complement observability data, user sessions and topology, automatically, in context. So please stay tuned for updates.
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.
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 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.
The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project. If you want more information on Keptn, then I suggest joining the Keptn OpenSource community and help us drive innovation that benefits both the open-source project and Dynatrace Cloud Automation Solution.
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. Stay tuned!
Whether it’s optimizing algorithms or fine-tuning data structures, every decision we make can have a significant impact on the overall performance of our applications. BenchmarkDotNet is a versatile, open-source performance assessment tool tailored for.NET developers.
Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., The haphazard results may be entertaining, although not quite based in fact. at Facebook—both from 2020.
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