Dynatrace

FEBRUARY 4, 2025

In this blog post, we will see how Dynatrace harnesses the power of observability and analytics to tailor a new experience to easily extend to the left, allowing developers to solve issues faster, build more efficient software, and ultimately improve developer experience!

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Development Analytics Code Architecture 235

Dynatrace

JULY 27, 2020

We introduced Dynatrace’s Digital Business Analytics in part one , as a way for our customers to tie business metrics to application performance and user experience, delivering unified insights into how these metrics influence business milestones and KPIs. Once the selections are made, you’ll notice documentation on the right.

Analytics 250

Analytics Artificial Intelligence Metrics Design 250

Dynatrace

FEBRUARY 16, 2024

The growing complexity of modern multicloud environments has created a pressing need to converge observability and security analytics. Security analytics is a discipline within IT security that focuses on proactive threat prevention using data analysis. With each execution, data appears in a query tree. “As Finally, St. Clair said.

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Dynatrace

FEBRUARY 28, 2024

Increasingly, organizations seek to address these problems using AI techniques as part of their exploratory data analytics practices. The next challenge is harnessing additional AI techniques to make exploratory data analytics even easier. Notebooks] is purposely built to focus on data analytics,” Zahrer said. “We

Analytics 246

Analytics Metrics Media Monitoring 246

Dynatrace

MARCH 5, 2025

To continue down the carbon reduction path, IT leaders must drive carbon optimization initiatives into the hands of IT operations teams, arming them with the tools needed to support analytics and optimization. We are updating product documentation to include underlying static assumptions.

Energy 223

Energy Analytics Traffic Cloud 223

Dynatrace

OCTOBER 10, 2024

Dynatrace unified analytics capabilities for observability are top-of-the-class ( Gartner Magic Quadrant 2024 ), enabling you to query and analyze all your observability data across your enterprise. Go to our documentation to learn more about implementing honeycomb visualizations on your dashboards or notebooks.

Latency 246

Latency Infrastructure Monitoring Metrics 246

Dynatrace

NOVEMBER 27, 2024

Head over to Dynatrace Documentation to learn more about how to set up cost allocation in your environment. With the release of Dynatrace SaaS version 1.303, Cost Allocation is available for host monitoring, security protection, and security analytics. Support for additional capabilities will be added in the future.

Best Practices 246

Best Practices Strategy Cloud Efficiency 246

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Current analytics tools are fragmented and lack context for meaningful analysis. Effective analytics with the Dynatrace Query Language.

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

Dynatrace

NOVEMBER 18, 2021

By unifying log analytics with PurePath tracing, Dynatrace is now able to automatically connect monitored logs with PurePath distributed traces. This provides a holistic view, advanced analytics, and AI-powered answers for cloud optimization and troubleshooting. New to Dynatrace? If so, start your free trial today!

Analytics 246

Analytics Cloud Java Serverless 246

Dynatrace

FEBRUARY 15, 2023

Grail – the foundation of exploratory analytics Grail can already store and process log and business events. Let Grail do the work, and benefit from instant visualization, precise analytics in context, and spot-on predictive analytics. You no longer need to split, distribute, or pre-aggregate your data.

Analytics 264

Analytics Social Media Metrics Design 264

Dynatrace

NOVEMBER 18, 2024

Then, document the specifics of your desired end state. Seek out solutions that leverage real-time analytics to automatically understand how application and infrastructure conditions are changing, where new demand is coming from, and when service-level objectives are not being met. What does your current estate consist of?

Strategy 243

Strategy Innovation Cloud Efficiency 243

Dynatrace

APRIL 4, 2025

When using Dynatrace, in addition to automatic log collection, you gain full infrastructure context and access to powerful, advanced log analytics tools such as the Logs, Notebooks, and Dashboards apps. For forensic log analytics use cases, the Security Investigator app benefits from the scalability and analytics power of Dynatrace Grail.

Analytics 147

Analytics Operating System Scalability Infrastructure 147

Dynatrace

APRIL 9, 2025

Start protecting your critical applications If youre already a Dynatrace Application Security customer using Dynatrace Runtime Vulnerability Analytics (RVA) or Runtime Application Protection (RAP), visit Dynatrace Documentation to get started detecting SSRF vulnerabilities in your applications and protecting them against exploitation.

Java 147

Java Programming Architecture Cloud 147

Dynatrace

MARCH 5, 2025

Simplified collaboration Individual users and teams can share segments to ensure consistent filtering logic across apps, dashboards, or even business analytics use cases. If you want to learn more about the required steps, Dynatrace Documentation provides a detailed step-by-step guide to getting started with segments and logs.

AWS 217

AWS Azure Best Practices Efficiency 217

Dynatrace

MAY 3, 2024

Real-time streaming needs real-time analytics As enterprises move their workloads to cloud service providers like Amazon Web Services, the complexity of observing their workloads increases. They also need a high-performance, real-time analytics platform to make that data actionable. Now, you can set up your Firehose stream.

Cloud 279

Cloud Lambda AWS Analytics 279

Dynatrace

MARCH 12, 2025

Compliance: Document all inputs and outputs, maintaining full data lineage from prompt to response to build a clear audit trail and ensure compliance with regulatory standards. Predictive analytics that forecast AI resource usage and cost trends, letting you proactively manage budgets.

Metrics 165

Metrics Serverless Analytics Innovation 165

Dynatrace

JULY 9, 2024

It should be open by design to accelerate innovation, enable powerful integration with other tools, and purposefully unify data and analytics. Enter Grail-powered data and analytics. Grail makes converging real-time, historical, and predictive analytics possible on a single platform. Are you ready to upgrade to SaaS?

Analytics 264

Analytics Innovation Availability Design 264

Dynatrace

FEBRUARY 4, 2025

For more details, please refer to Dynatrace Documentation. Future updates may include advanced analytics, extended support for additional network protocols, or integration with other Dynatrace features. Check out our Dynatrace NAM documentation to learn more about its functionality and how to use it to address your use cases.

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Network Availability Monitoring Infrastructure 130

Dynatrace

FEBRUARY 25, 2025

Looking at the frameworks documentation, we’re unable to find any reference to such a keyword. We also notice a reference to the top keyword in DefaultExcludedPatternsChecker.java#L39 , which is used across different interceptors to check if a given string matches one of the excluded patterns, according to the documentation.

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Servers Processing Java Tuning 214

Dynatrace

AUGUST 24, 2020

Dynatrace VMware and virtualization documentation . Dynatrace Kubernetes documentation . Dynatrace OneAgent documentation . Dynatrace root cause analysis documentation . Further reading about Business Analytics : . Digital Business Analytics. Digital Business Analytics: Let’s get started.

Analytics 305

Analytics Infrastructure AWS Operating System 305

Dynatrace

MARCH 18, 2024

Now, developers can build software libraries and use OpenTelemetry to add tracing and telemetry directly into them so an observability analytics backend, such as Dynatrace, can consume the data immediately. With deep analytics of traces from Dynatrace, developers have data in full context, which helps them easily debug instrumentation issues.

Scalability 299

Scalability Open Source Analytics Innovation 299

Scalegrid

FEBRUARY 6, 2025

Kafka is optimized for high-throughput event streaming , excelling in real-time analytics and large-scale data ingestion. Its architecture supports stream transformations, joins, and filtering, making it a powerful tool for real-time analytics. Apache Kafka, designed for distributed event streaming, maintains low latency at scale.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

MAY 17, 2022

Dynatrace released Cloud Native Full Stack injection with a short list of temporary limitations — referenced in our documentation — which don’t apply to Classic Full Stack injection. First, go to the Monitor Kubernetes / OpenShift page in the Dynatrace web UI, as documented in help, and generate a deployment file (see the example below).

Availability 348

Availability Scalability Cloud Metrics 348

Dynatrace

MARCH 17, 2025

Well also demonstrate how you can drill down on such problems further to identify bottlenecks within the application’s ingested distributed traces using the analytics power of Grail. To set up the token, see Dynatrace APITokens and authentication in Dynatrace documentation. If you dont have one, you can use a trial account.

Monitoring 147

Monitoring Analytics Metrics Strategy 147

Dynatrace

OCTOBER 4, 2024

Unlocked use cases Gaining insights into your pipelines and applying the power of Dynatrace analytics and automation unlocks numerous use cases: Make data-driven improvements: Invest in those software delivery capabilities that provide the most significant payoff. are data points that require special attention.

Software 278

Software Software Development Performance 278

Dynatrace

SEPTEMBER 27, 2024

For example, support teams might access logs for troubleshooting, while business teams access business events for analytics. To learn more about Dynatrace OpenPipeline capabilities, see our documentation. Access control : Different teams can access different types of data.

Processing 263

Processing Retail Analytics Monitoring 263

Dynatrace

MARCH 12, 2024

If you can collect the relevant data (and that’s a big if), the problem shifts to analytics. Connecting data from different systems, stitching process steps together, calculating delays between steps, alerting on business exceptions and technical issues, and tracking SLOs are just some of the requirements for an effective analytics solution.

Processing 279

Processing Monitoring Analytics C++ 279

Dynatrace

FEBRUARY 15, 2023

Exploratory analytics is an essential capability for organizations to discover the stories hiding in their data. Visual data analytics with collaborative input from IT, development, security, and business teams makes those stories reveal themselves and helps teams immediately understand—and act on—their business impact.

Analytics 130

Analytics Government Media C++ 130

Dynatrace

MAY 24, 2021

For details on monitoring such containers, see Deploy OneAgent to container-image packaged functions in Dynatrace Documentation. For more details, see Deploy OneAgent as Lambda extension in Dynatrace Documentation.

Lambda 312

Lambda AWS Serverless Java 312

The Netflix TechBlog

SEPTEMBER 18, 2020

Part of our series on who works in Analytics at Netflix?—?and Over the course of the four years it became clear that I enjoyed combining analytical skills with solving real world problems, so a PhD in Statistics was a natural next step. Photo from a team curling offsite? I then transitioned to a full industry role at Netflix.

Analytics 230

Analytics Education Innovation Engineering 230

Dynatrace

APRIL 28, 2023

Use buckets for any use case in a secure way When using Log Management and Analytics or Business Analytics with Grail, you can create custom buckets with specified data-retention periods. Every API call is saved in audit logs to document the complete picture of activities in your environments.

Analytics 246

Analytics Storage Infrastructure Metrics 246

Dynatrace

APRIL 28, 2020

In addition to APM , th is platform offers our customers infrastructure monitoring spanning logs and metrics, digital business analytics, digital experience monitoring, and AIOps capabilities. as part of a larger research document and should be evaluated in the context of the entire document.

DevOps 264

DevOps Innovation Monitoring Analytics 264

The Netflix TechBlog

MARCH 10, 2023

And finally, we have an Apache Iceberg layer which stores assets in a denormalized fashion to help answer heavy queries for analytics use cases. It provides simple APIs for creating indices, indexing or searching documents, which makes it easy to integrate. We found the root cause of the CPU spike was unbalanced shards size.

Strategy 264

Strategy Cache Storage Analytics 264

Dynatrace

APRIL 26, 2023

Please see Davis Forecast analysis documentation to learn more about our AutoML approach and which algorithms are used within the Davis Forecast service. The new forecasting capabilities together with Dynatrace AutomationEngine and the Workflows app, allow you to automate any predictive analytics in a few simple steps. What’s Next?

Games 246

Games Analytics Strategy Cloud 246

Dynatrace

AUGUST 25, 2023

It makes them available for a log analytics platform to gain automated, contextual, and actionable insights into the services and underlying platforms. More detailed information about the included metadata can be found in Dynatrace Documentation. To get started, just dive into the documentation !

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Serverless Analytics AWS Azure 246

Dynatrace

JANUARY 31, 2024

Dynatrace, the leading cloud monitoring and analytics platform, supports thousands of customers worldwide in planning or executing their cloud migrations. Notebooks and dashboards enable users, including developers, to create data-driven documents for custom analytics.

Java 246

Java Analytics Best Practices Monitoring 246