Dynatrace

FEBRUARY 27, 2025

To understand whats happening in todays complex software ecosystems, you need comprehensive telemetry data to make it all observable. With so many types of technologies in software stacks around the globe, OpenTelemetry has emerged as the de facto standard for gathering telemetry data. But, generating telemetry data is the easy part.

Tuning 310

Tuning Open Source Innovation Monitoring 310

Dynatrace

APRIL 2, 2025

Cost optimization: Immediate responses to tag changes lead to informed decisions about scaling, shutting down unused instances, or fine-tuning resource efficiency. Proactive site reliability: Automated guardians can monitor the four golden signals , enabling proactive reliability measures. Now, let’s get started with the setup!

AWS 130

AWS Efficiency Architecture DevOps 130

Dynatrace

DECEMBER 2, 2024

DevOps and security teams managing today’s multicloud architectures and cloud-native applications are facing an avalanche of data. On average, organizations use 10 different tools to monitor applications, infrastructure, and user experiences across these environments.

Artificial Intelligence 258

Artificial Intelligence DevOps Architecture Cloud 258

Dynatrace

MAY 8, 2023

With the world’s increased reliance on digital services and the organizational pressure on IT teams to innovate faster, the need for DevOps monitoring tools has grown exponentially. But when and how does DevOps monitoring fit into the process? And how do DevOps monitoring tools help teams achieve DevOps efficiency?

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

Dynatrace

OCTOBER 10, 2024

You’re gathering a lot of data, but you can’t make sense of it. A histogram is a specific type of metric that allows users to understand the distribution of data points over a period of time. Histograms are commonly used to define and monitor service-level objectives (SLOs).

Metrics 240

Metrics Monitoring Efficiency Availability 240

Dynatrace

OCTOBER 29, 2024

We are in the era of data explosion, hybrid and multicloud complexities, and AI growth. Dynatrace analyzes billions of interconnected data points to deliver answers, not just data and dashboards sending signals without a path to resolution. Picture gaining insights into your business from the perspective of your users.

Innovation 288

Innovation Cloud Strategy AWS 288

Dynatrace

JANUARY 21, 2025

However, your responsibilities might change or expand, and you need to work with unfamiliar data sets. Activate Davis AI to analyze charts within seconds Davis AI can help you expand your dashboards and dive deeper into your available data to extract additional information.

Traffic 262

Traffic Metrics Analytics Monitoring 262

Dynatrace

NOVEMBER 27, 2024

Costs and their origin are transparent, and teams are fully accountable for the efficient usage of cloud resources. These enhancements enable you to extract more value from your data, leading to wider adoption across enterprise departments. Figure 4: Set up an anomaly detector for peak cost events.

Best Practices 246

Best Practices Strategy Cloud Efficiency 246

Dynatrace

DECEMBER 9, 2024

Why manual audits and custom scripts fall short for Kubernetes security posture management In the dynamic and complex world of Kubernetes, relying on manual audits, custom scripts, and general-purpose security tools is no longer enough to achieve efficient security posture management. Here’s why: Misconfigurations are pervasive.

Best Practices 290

Best Practices Benchmarking DevOps Efficiency 290

Dynatrace

OCTOBER 23, 2024

Recently, we’ve expanded our digital experience monitoring to cover the entire customer journey, from conversion to fulfillment. Key insights for executives: Optimize customer experiences through end-to-end contextual analytics from observability, user behavior, and business data.

Analytics 286

Analytics Logistics IoT Mobile 286

Dynatrace

FEBRUARY 10, 2023

Data proliferation—as well as a growing need for data analysis—has accelerated. They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. We’ll post news here as it happens!

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

NOVEMBER 20, 2024

Through this integration, Dynatrace enriches data collected by Microsoft Sentinel to provide organizations with enhanced data insights in context of their full technology stack. In Microsoft Sentinel, security teams benefit from all the signals Dynatrace Davis® AI automatically generates without unsustainable, manual effort.

Best Practices 299

Best Practices Innovation Azure Cloud 299

Dynatrace

MARCH 17, 2025

In today’s digital landscape, ensuring payment card data security is paramount. The PCI DSS framework includes maintaining a secure network, implementing strong access control measures, and regularly monitoring and testing networks. Operations teams can operate efficiently and securely, reducing support tickets by up to 99%.

Analytics 147

Analytics Innovation Network Efficiency 147

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Legacy data center infrastructure and software support have kept all the benefits of ARM at, well… arm’s length.

Architecture 290

Architecture Efficiency Energy Monitoring 290

Dynatrace

FEBRUARY 6, 2025

Welcome, data enthusiasts! Whether you’re a seasoned IT expert or a marketing professional looking to improve business performance, understanding the data available to you is essential. In this blog series, we’ll guide you through creating powerful dashboards that transform complex data into actionable insights.

Metrics 243

Metrics Infrastructure Monitoring Best Practices 243

Dynatrace

MARCH 5, 2025

Observability is no longer just for IT Ops Observability is no longer just about monitoring IT systems. As organizations accelerate AI adoption, they need reliable ways to monitor and optimize AI workloads. wanted to take a moment to expandon thekey themes we touched on in our conversation.

Innovation 232

Innovation Speed Efficiency Engineering 232

Dynatrace

APRIL 5, 2024

From my experience, a month of monitoring is the optimal duration to gain statistically significant insights into “how my entity behaves with the configured SLO.” Let’s assume we created a service-availability SLO, monitoring the request failure count against the overall request counts. What characterizes a weak SLO?

Efficiency 264

Efficiency Traffic Tuning Metrics 264

Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. But on their own, logs present just another data silo as IT professionals attempt to troubleshoot and remediate problems. Data volume explosion in multicloud environments poses log issues.

Analytics 264

Analytics Storage Infrastructure Metrics 264

Dynatrace

DECEMBER 21, 2023

Business processes are important because they improve the efficiency, consistency, and quality of the business outcome. Monitoring business processes is one thing organizations can do to help improve the key business processes that enable them to provide great customer experiences. Reduce costs.

Processing 264

Processing Monitoring Retail Analytics 264

Dynatrace

JUNE 21, 2024

Digital experience monitoring (DEM) is crucial for organizations to meet this demand and succeed in today’s competitive digital economy. DEM solutions monitor and analyze the quality of digital experiences for users across digital channels. This allows ITOps to measure each user journey’s effectiveness and efficiency.

Best Practices 264

Best Practices Monitoring Metrics Transportation 264

Dynatrace

JULY 11, 2024

Cloud-native technologies are driving the need for organizations to adopt a more sophisticated IT monitoring approach to satisfy the competitive demands of modern business. Seeking insights from data Every organization depends on data to make decisions. Business observability is emerging as the answer.

Monitoring 264

Monitoring Retail Energy Cloud 264

The Netflix TechBlog

MARCH 4, 2025

The Insight TriadAPI To efficiently understand the health of a title and triage issues quickly, all implementations of the observability endpoint must answer: is the title eligible for this phase of promotion, if notwhy is it not eligible, and what can be done to fix any problems. Implement proactive monitoring for each of these endpoints.

Traffic 172

Traffic Strategy Entertainment Innovation 172

Dynatrace

FEBRUARY 20, 2025

Adding Dynatrace runtime context to security findings allows smarter prioritization, helps reduce the noise from alerts, and focuses your DevSecOps teams on efficiently remedying the critical issues affecting your production environments and applications. This increases the number of findings to prioritize.

AWS 195

AWS Efficiency Infrastructure Cloud 195

Dynatrace

OCTOBER 23, 2023

Hyper-V plays a vital role in ensuring the reliable operations of data centers that are based on Microsoft platforms. This leads to a more efficient and streamlined experience for users. Start monitoring Hyper-V Navigate to the Dynatrace Hub and activate the Microsoft Hyper-V Extension. What’s next?

Efficiency 264

Efficiency Virtualization Hardware Performance 264

Dynatrace

JANUARY 15, 2025

This need is amplified by an increasingly complex regulatory and compliance landscape, where global standards demand stringent measures to protect data, ensure service continuity, and mitigate risks. It gives you visibility into which components are monitored and which are not and helps automate time-consuming compliance configuration checks.

Systems 264

Systems DevOps Analytics Monitoring 264

Dynatrace

JANUARY 11, 2023

In fact, according to a Dynatrace global survey of 1,300 CIOs , 99% of enterprises utilize a multicloud environment and seven cloud monitoring solutions on average. What is cloud monitoring? Cloud monitoring is a set of solutions and practices used to observe, measure, analyze, and manage the health of cloud-based IT infrastructure.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

JANUARY 17, 2025

The Texas Risk and Authorization Management Program (TX-RAMP) provides a standardized approach for security assessment, certification, and continuous monitoring of cloud computing services that process the data of Texas state agencies.

Government 246

Government Education Cloud Efficiency 246

Dynatrace

JULY 18, 2024

The effectiveness of this automation relies on the quality of the underlying data. Synthetic monitoring enhances observability by enabling proactive testing and monitoring systems to identify potential issues before they quickly impact users. This is why we integrated Dynatrace Synthetic Monitoring into Workflows.

Monitoring 278

Monitoring DevOps Infrastructure Games 278

Dynatrace

SEPTEMBER 27, 2024

As batch jobs run without user interactions, failure or delays in processing them can result in disruptions to critical operations, missed deadlines, and an accumulation of unprocessed tasks, significantly impacting overall system efficiency and business outcomes. The urgency of monitoring these batch jobs can’t be overstated.

Monitoring 260

Monitoring Performance IoT Analytics 260

Dynatrace

MARCH 5, 2025

Cloud service providers (CSPs) share carbon footprint data with their customers, but the focus of these tools is on reporting and trending, effectively targeting sustainability officers and business leaders. Power usage effectiveness (PUE) is derived from data provided by the cloud providers and data center operators.

Energy 223

Energy Analytics Traffic Cloud 223

Scalegrid

FEBRUARY 6, 2025

RabbitMQ is designed for flexible routing and message reliability, while Kafka handles high-throughput event streaming and real-time data processing. Both serve distinct purposes, from managing message queues to ingesting large data volumes. What is RabbitMQ?

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

SEPTEMBER 14, 2022

As an industry leader, Dynatrace promotes primarily using software and AI to deal with this complexity at scale instead of just putting data on dashboards. Does that mean that reactive and exploratory data analysis, often done manually and with the help of dashboards, are dead? Why today’s data analytics solutions still fail us.

Metrics 264

Metrics Analytics Monitoring Efficiency 264

Dynatrace

AUGUST 29, 2024

In today’s data-driven world, businesses across various industry verticals increasingly leverage the Internet of Things (IoT) to drive efficiency and innovation. Mining and public transportation organizations commonly rely on IoT to monitor vehicle status and performance and ensure fuel efficiency and operational safety.

IoT 264

IoT Analytics Transportation Metrics 264

Dynatrace

OCTOBER 17, 2023

AI can help automate tasks, improve efficiency, and identify potential problems before they occur. In the recently published Gartner® “ Critic al Capabilities for Application Performance Monitoring and Observability,” Dynatrace scored highest for the IT Operations Use Case (4.15/5) 5) in the Gartner report. 5) in the Gartner report.

Monitoring 278

Monitoring Artificial Intelligence Performance Analytics 278

The Netflix TechBlog

AUGUST 1, 2022

Data Mesh?—?A A Data Movement and Processing Platform @ Netflix By Bo Lei , Guilherme Pires , James Shao , Kasturi Chatterjee , Sujay Jain , Vlad Sydorenko Background Realtime processing technologies (A.K.A After evaluating the options , the team has decided to create Data Mesh as our next generation data pipeline solution.

Processing 273

Processing Transportation Entertainment Tuning 273

The Netflix TechBlog

FEBRUARY 14, 2025

Every image you hover over isnt just a visual placeholder; its a critical data point that fuels our sophisticated personalization engine. This nuanced integration of data and technology empowers us to offer bespoke content recommendations. This queue ensures we are consistently capturing raw events from our global userbase.

Tuning 166

Tuning Latency Efficiency Storage 166

The Netflix TechBlog

DECEMBER 17, 2024

This led to a suite of fragmented scripts, runbooks, and ad hoc solutions scattered across teamsan approach that was neither sustainable nor efficient. Metadata and assets must be correctly configured, data must flow seamlessly, microservices must process titles without error, and algorithms must function as intended.

Traffic 172

Traffic Scalability Strategy Monitoring 172