The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 234

Processing Media Latency Innovation 234

Dynatrace

APRIL 4, 2023

Even in higher education, IT staff depend on key visibility into their complex ecosystems of applications and infrastructure to monitor and manage application health. They also explored how Dynatrace is advancing visibility and health monitoring with new AI-driven health view features. ” One major gap was application health.

Education 227

Education Monitoring C++ Design 227

Dynatrace

SEPTEMBER 26, 2022

Triage and diagnosis become a long process of hunting for clues. With the release of Dynatrace version 1.249, the Davis® AI Causation Engine provides broader support to subsequent Kubernetes issues and their impact on business continuity like: Automated Kubernetes root cause analysis. Incidents are harder to solve.

Storage 311

Storage Engineering Traffic Infrastructure 311

Dynatrace

JANUARY 23, 2024

AI data analysis can help development teams release software faster and at higher quality. AI observability and data observability The importance of effective AI data analysis to organizational success places a burden on leaders to better ensure that the data on which algorithms are based is accurate, timely, and unbiased.

Performance 199

Performance DevOps Innovation Artificial Intelligence 199

Dynatrace

APRIL 20, 2023

Modern organizations ingest petabytes of data daily, but legacy approaches to log analysis and management cannot accommodate this volume of data. Traditional log analysis evaluates logs and enables organizations to mitigate myriad risks and meet compliance regulations. Grail enables 100% precision insights into all stored data.

Analytics 201

Analytics Infrastructure Storage Architecture 201

Dynatrace

MARCH 20, 2024

With the pace of digital transformation continuing to accelerate, organizations are realizing the growing imperative to have a robust application security monitoring process in place. What are the goals of continuous application security monitoring and why is it important?

Monitoring 225

Monitoring Analytics Traffic Best Practices 225

Dynatrace

FEBRUARY 9, 2023

Luckily, Dynatrace provides in-depth memory allocation monitoring, which allows fine-grained allocation analysis and can even point to the root cause of a problem. While memory allocation analysis can show wasteful or inefficient code, it can also reveal different problems, one of which we’ll examine in this blog post.

Java 222

Java Metrics Servers Code 222

Dynatrace

APRIL 28, 2021

Answering this question requires careful management of release risk and analysis of lots of data related to each release version of your software. Answers provided by built-in Dynatrace Release Analysis. Each entry represents a process group instance. How Release Analysis works. “To release or not to release?”

Software 244

Software Software Strategy Metrics 244

Dynatrace

AUGUST 16, 2022

Though analysts and management can’t make use of this log data if it’s formatted with custom keywords or IDs that can’t be mapped to a dashboard or report for further analysis. Advanced processing on your observability platform unlocks the full value of log data. Log format inconsistency makes it a challenge to access critical data.

Processing 201

Processing Metrics Monitoring Java 201

Dynatrace

OCTOBER 4, 2022

Still, it is critical to collect, store, and make easily accessible these massive amounts of log data for analysis. Current analytics tools are fragmented and lack context for meaningful analysis. Find time- or entity-bound anomalies or patterns in your infrastructure monitoring logs.

Analytics 246

Analytics Artificial Intelligence Storage Serverless 246

Scalegrid

DECEMBER 21, 2023

In today’s data-driven world, the ability to effectively monitor and manage data is of paramount importance. With its widespread use in modern application architectures, understanding the ins and outs of Redis® monitoring is essential for any tech professional. Redis®, a powerful in-memory data store, is no exception.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

NOVEMBER 15, 2021

Log monitoring, log analysis, and log analytics are more important than ever as organizations adopt more cloud-native technologies, containers, and microservices-based architectures. Logs can include data about user inputs, system processes, and hardware states. What is log monitoring? Dynatrace news.

Analytics 222

Analytics Monitoring Artificial Intelligence DevOps 222

Dynatrace

FEBRUARY 28, 2024

Dynatrace container monitoring supports customers as they collect metrics, traces, logs, and other observability-enabled data to improve the health and performance of containerized applications. This is a continuous process,” Fuqua said. It’s an enterprise product that we use to help modernize the VA,” Fuqua said. “We

Monitoring 196

Monitoring Artificial Intelligence Performance Healthcare 196

Dynatrace

NOVEMBER 3, 2021

This trend is prompting advances in both observability and monitoring. But exactly what are the differences between observability vs. monitoring? Monitoring and observability provide a two-pronged approach. To get a better understanding of observability vs monitoring, we’ll explore the differences between the two.

Monitoring 234

Monitoring Metrics DevOps Scalability 234

Dynatrace

APRIL 7, 2022

Since Micrometer conforms data to the right form and then sends it off for analysis, companies need an easy way to analyze massive amounts of data , get actionable insights in real time, and interpret the resulting alerts and responses. Micrometer uses a registry to export metrics to monitoring systems. Here’s how it works.

Metrics 220

Metrics Java Latency Cache 220

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 234

Cloud Monitoring Best Practices Infrastructure 234

Dynatrace

OCTOBER 4, 2021

As a result, API monitoring has become a must for DevOps teams. So what is API monitoring? What is API Monitoring? API monitoring is the process of collecting and analyzing data about the performance of an API in order to identify problems that impact users. The need for API monitoring. Ways to monitor APIs.

Monitoring 190

Monitoring Latency Metrics Availability 190

Dynatrace

SEPTEMBER 14, 2022

Does that mean that reactive and exploratory data analysis, often done manually and with the help of dashboards, are dead? Of course, Dynatrace can effortlessly integrate such metrics from Prometheus exporters and make them available for charting, alerting, and analysis. So you can stop configuring and start analyzing!

Metrics 242

Metrics Analytics Monitoring Efficiency 242

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. Synthetic CI/CD testing simulates traffic to add an outside-in view to the analysis. Dynatrace news.

Monitoring 214

Monitoring Software Software DevOps 214

Scalegrid

JANUARY 11, 2024

Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate. The automatic nature also allows for quick response times in addressing any identified security concerns making it an ideal solution for effective cloud security monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Scalegrid

JANUARY 25, 2024

You will need to know which monitoring metrics for Redis to watch and a tool to monitor these critical server metrics to ensure its health. These can help you ensure your system’s health and quickly perform root cause analysis of any performance-related issue you might be encountering.

Metrics 130

Metrics Monitoring Latency Cache 130

Dynatrace

FEBRUARY 14, 2022

Mobile app monitoring and mobile analytics make this possible. With the right monitoring solution, you can get ahead of problems to help increase overall app adoption and user satisfaction. What is mobile app monitoring? Mobile app monitoring is the process of collecting and analyzing data about application performance.

Mobile 192

Mobile Analytics Monitoring Best Practices 192

Dynatrace

AUGUST 27, 2024

Effectively assessing and mitigating these external risks requires robust vendor due diligence and continuous monitoring of their cybersecurity posture. For example, look for vendors that use a secure development lifecycle process to develop software and have achieved certain security standards. Integration with existing processes.

Best Practices 277

Best Practices Government DevOps Analytics 277

DZone

SEPTEMBER 14, 2023

Such a gigantic log analysis system is part of their cybersecurity management. For the need of real-time monitoring, threat tracing, and alerting, they require a log analytic system that can automatically collect, store, analyze, and visualize logs and event records.

Architecture 133

Architecture Storage Analytics Scalability 133

Dynatrace

JANUARY 27, 2023

Dynatrace is proudly committed to providing users with an integrated observability platform that provides true end-to-end monitoring and analysis. However, when applications span monitoring environments, end-to-end tracing becomes much more difficult because each environment only sees a piece of the complete transaction.

Monitoring 237

Monitoring Cloud Innovation Strategy 237

Dynatrace

MAY 19, 2023

For cloud operations teams, network performance monitoring is central in ensuring application and infrastructure performance. Network performance monitoring core to observability For these reasons, network activity becomes a key data source in IT observability. But this approach merely perpetuates data silos and cloud complexity.

Network 228

Network Monitoring Performance Traffic 228

Dynatrace

AUGUST 13, 2024

Modern observability and security require comprehensive access to your hosts, processes, services, and applications to monitor system performance, conduct live debugging, and ensure application security protection. This level of access enables advanced capabilities such as runtime instrumentation and detailed diagnostics.

Monitoring 258

Monitoring Open Source Testing Software 258

Dynatrace

OCTOBER 17, 2023

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) This is accomplished by using service monitoring and anomaly detection for early-warning notifications of performance issues.” 5) in the Gartner report.

Monitoring 239

Monitoring Artificial Intelligence Performance Analytics 239

Dynatrace

JUNE 28, 2021

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Many organizations respond by adding a proliferation of infrastructure monitoring tools, which in many cases, just adds to the noise. Dynatrace news.

Infrastructure 188

Infrastructure Monitoring Artificial Intelligence Open Source 188

Dynatrace

SEPTEMBER 5, 2024

We’re excited to announce several log management innovations, including native support for Syslog messages, seamless integration with AWS Firehose, an agentless approach using Kubernetes Platform Monitoring solution with Fluent Bit, a new out-of-the-box ingest dashboard, and OpenPipeline ingest improvements.

Innovation 273

Innovation AWS Analytics Storage 273

Dynatrace

FEBRUARY 24, 2022

Many of our customers—the world’s largest enterprises—have embraced the Dynatrace SaaS approach to monitoring, which provides critical business insights powered by AI and automation for globally-distributed, heterogeneous IT landscapes. New self-monitoring environment provides out-of-the-box insights and custom alerting.

Monitoring 208

Monitoring Metrics Analytics Processing 208

Dynatrace

JULY 22, 2024

Using OpenTelemetry, developers can collect and process telemetry data from applications, services, and systems. Metrics are typically aggregated and stored in time series databases for monitoring and alerting purposes. Traces are used for performance analysis, latency optimization, and root cause analysis.

Latency 246

Latency Best Practices Metrics Open Source 246

Dynatrace

MAY 4, 2021

AIOps offers an alternative to traditional infrastructure monitoring and management with end-to-end visibility and observability into IT stacks. But increasing complexity and lacking visibility creates a problem: Enterprises invest more resources into monitoring and don’t get the data and answers they need.

Infrastructure 194

Infrastructure Monitoring Artificial Intelligence Cloud 194

Dynatrace

AUGUST 16, 2023

SLO monitoring and alerting on SLOs using error-budget burn rates are critical capabilities that can help organizations achieve that goal. SLOs are specifically processed metrics that help businesses balance breakthroughs with reliability. What is SLO monitoring? And what is an error budget burn rate?

Monitoring 198

Monitoring DevOps Metrics Innovation 198

Dynatrace

SEPTEMBER 26, 2024

Dynatrace addresses this issue by providing unified ingest and analysis of container vulnerability findings across cloud and container registries. Key Steps in the Integration Process Container image scanning AWS ECR scans container images for vulnerabilities. Thus, getting a holistic view of security risks is challenging.

AWS 255

AWS Cloud Monitoring Processing 255

Dynatrace

AUGUST 17, 2022

DIY mobile app monitoring breeds complexity. In this case, mobile development teams often resort to costly do-it-yourself approaches where they attempt to put together different types of tooling to try to manage and monitor the mobile apps. An automated, all-in-one approach to mobile app monitoring.

Mobile 204

Mobile Monitoring Development Programming 204

Dynatrace

OCTOBER 23, 2024

Automatic data capture and display: More data, including span attributes, is available for out-of-the-box analysis, with no additional configuration necessary. The team decides to dig into the “prod” namespace to perform exploratory analysis of their critical production workloads. s – 7.24 s) to investigate further.

Tuning 271

Tuning Website Availability Performance 271