Dynatrace

AUGUST 9, 2023

In this blog post, we’ll use Dynatrace Security Analytics to go threat hunting, bringing together logs, traces, metrics, and, crucially, threat alerts. Instead, we want to focus on detecting and stopping attacks before they happen: In your applications, in context, at the exact line of code that is vulnerable and in use.

Analytics 246

Analytics AWS Infrastructure Strategy 246

Dynatrace

NOVEMBER 17, 2020

Technical complexity has shifted from the actual code to the interdependencies between services. In 2006, Dynatrace released the first production-ready solution for distributed tracing with code-level insights. FaaS like AWS Lambda and Azure Functions are seamlessly integrated with no code changes.

Analytics 236

Analytics Technology Technology Cloud 236

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Deep-code execution details. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control. Dynatrace news.

Java 264

Java Traffic Architecture Strategy 264

Highly Scalable

MAY 1, 2012

Statistical analysis and mining of huge multi-terabyte data sets is a common task nowadays, especially in the areas like web analytics and Internet advertising. This approach often leads to heavyweight high-latency analytical processes and poor applicability to realtime use cases. This technique is shown in the code snippet below.

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Analytics Traffic Big Data Efficiency 191

Dynatrace

MARCH 20, 2024

Continuously monitoring application behavior, network traffic, and system logs allows teams to identify abnormal or suspicious activities that could indicate a security breach. During the development stage, vulnerabilities can arise when developers use third-party open-source code or make an error in application logic.

Monitoring 264

Monitoring Analytics Traffic Best Practices 264

Dynatrace

AUGUST 8, 2024

Software bugs Software bugs and bad code releases are common culprits behind tech outages. These issues can arise from errors in the code, insufficient testing, or unforeseen interactions among software components. Possible scenarios A retail website crashes during a major sale event due to a surge in traffic.

Software 290

Software Software Infrastructure Network 290

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. These tools integrate tightly with code repositories (such as GitHub) and continuous integration and continuous delivery (CI/CD) pipeline tools (such as Jenkins). What is Docker? Networking.

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Open Source DevOps Traffic Cloud 334

Dynatrace

SEPTEMBER 8, 2022

While logging is the act of recording logs, organizations extract actionable insights from these logs with log monitoring, log analytics, and log management. Comparing log monitoring, log analytics, and log management. It is common to refer to these together as log management and analytics.

Cloud 260

Cloud Systems Analytics DevOps 260

Dynatrace

APRIL 21, 2021

On the Dynatrace Business Insights team, we have developed analytical views and an approach to help you get started. A page with low traffic and failing CWV compliance does not hold the same weight as a failing page with high traffic. What challenges will organizations face to optimize Core Web Vitals?

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Traffic Mobile Metrics Analytics 264

Dynatrace

JANUARY 28, 2021

Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data). PurePath 4 integrates OpenTelemetry Go data for enterprise-grade collection and contextual AI analytics. With Dynatrace OneAgent you also benefit from support for traffic routing and traffic control.

Traffic 242

Traffic Open Source Servers Cloud 242

Dynatrace

APRIL 17, 2024

Figure 1: The team behind “Building custom apps with AppEngine” HOT class: Building apps with Dynatrace AppEngine As this class name implies, we guided attendees through the journey of building a Dynatrace app with a code-along example app. An app for helping diagnose bot traffic.

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Development Performance Airlines Healthcare 245

Dynatrace

AUGUST 27, 2024

Effective ICT risk management Dynatrace Runtime Vulnerability Analytics offers AI-powered risk assessment and intelligent automation for continuous real-time exposure management throughout your entire application stack. Leveraging code-level insights and transaction analysis, teams can detect and thwart malicious activity.

Best Practices 290

Best Practices Government DevOps Analytics 290

Dynatrace

APRIL 25, 2023

Traffic lights on a busy stretch of road could go dark. Dynatrace Application Security helps public sector teams secure applications and instantly benefit from the following capabilities, enabled by advanced observability, AI, and automation: Attack detection and blocking based on code-level insights and transaction analysis.

Government 246

Government Innovation Open Source Traffic 246

Dynatrace

JULY 24, 2023

Teams use this data to identify, analyze, and fix coding errors, UX/UI design, microservices, and other technical issues to improve usability and provide a better digital customer experience. Evaluate effectiveness after implementation with analytics and regular reports. Implement technical safeguards for how data is collected.

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Analytics Website Mobile Internet 246

Dynatrace

JUNE 15, 2021

This number was so low because the automatic traffic redirect was so fast it kept the impact so low. Besides real user analytics, we also use Dynatrace Synthetic Monitoring , which continuously validates successful logins to our SaaS tenants on each cluster. Fact #3: Minimum impact detected through synthetics.

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AWS Traffic Architecture Azure 246

Dynatrace

NOVEMBER 22, 2021

EC2 is ideally suited for large workloads with constant traffic. Lambda is Amazon’s event-driven, functions-as-a-service (FaaS) compute service that runs code when triggered for application and back-end services. AWS Lambda. AWS monitoring best practices. Automated and intelligent: The Dynatrace approach to AWS observability.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

APRIL 25, 2023

For example, to handle traffic spikes and pay only for what they use. Scale automatically based on the demand and traffic patterns. and GoLang to reduce the necessary boilerplate code to a minimum. The elasticity of serverless services helps organizations scale as needed. Such anomalies can be caused by function cold-starts.

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Dynatrace

JUNE 9, 2021

Web application security is the process of protecting web applications against various types of threats that are designed to exploit vulnerabilities in an application’s code. Modern applications, on average, comprise 70% of open-source software, the rest being custom code. And open-source software is rife with vulnerabilities.

Open Source 261

Open Source Entertainment Tuning Internet 261

The Netflix TechBlog

APRIL 29, 2019

Demand Engineering Demand Engineering is responsible for Regional Failovers , Traffic Distribution, Capacity Operations and Fleet Efficiency of the Netflix cloud. CORE The CORE team uses Python in our alerting and statistical analytical work. We are proud to say that our team’s tools are built primarily in Python.

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Open Source Network Infrastructure Big Data 280

Dynatrace

JULY 31, 2024

Although Dynatrace can’t help with the manual remediation process itself , end-to-end observability, AI-driven analytics, and key Dynatrace features proved crucial for many of our customers’ remediation efforts. The problem card helped them identify the affected application and actions, as well as the expected traffic during that period.

Airlines 258

Airlines Monitoring Healthcare Traffic 258

Dynatrace

MAY 17, 2023

But its underlying goal is quite humble and straightforward: it wants to enable you to observe an IT system (for example, a web application, infrastructure, or services) and gain insight to its behavior, such as performance, error rates, hot spots of executed instructions in code, and more. Those are prime candidates for their own spans.

Metrics 245

Metrics Open Source Traffic Cache 245

Dynatrace

NOVEMBER 24, 2020

Dynatrace provides advanced observability across on-premises systems and cloud providers in a single platform, providing application performance monitoring, infrastructure monitoring, Artificial Intelligence-driven operations (AIOps), code-level execution, digital experience monitoring (DEM), and digital business analytics.

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. This means that you’ll automatically see how everything is connected—the relationships and interdependencies between each layer, component, and bit of code in your application environment. Stay tuned.

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Open Source Metrics Analytics Tuning 264

Dynatrace

JUNE 28, 2022

Synthetic CI/CD testing simulates traffic to add an outside-in view to the analysis. Synthetic monitors can be created with our innovative web recorder or through MONACO , our Monitoring-As-Code approach. DevOps teams can analyze user behavior analytics and, with Dynatrace Session Replay, video-like replay of individual user sessions.

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Monitoring Software Software DevOps 246

Dynatrace

AUGUST 28, 2023

IT teams spend months preparing for the peak traffic they anticipate will arrive with holiday shopping. Business data must be easy to access without modifying code to reduce the burden on development and maintenance resources. (Though the three-second rule for page load time is often misinterpreted).

Retail 246

Retail Logistics Innovation Analytics 246

Dynatrace

SEPTEMBER 20, 2019

One is the currently-running production environment receiving all user traffic (let’s say the “blue” one), the other is a clone of it (“green”), but idle. Once the testing results are successful, application traffic is routed from blue to green. Response time for blue/green environment traffic. Dynatrace Davis in action.

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Systems Traffic DevOps Database 38

Dynatrace

JULY 24, 2023

For example, consider an e-commerce website that automatically sends personalized discount codes to customers who abandon their shopping carts. This event-driven automation triggers the action of sending the discount code only when the customer abandons the cart abandonment, minimizing revenue loss and increasing conversion rates.

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DevOps Traffic Efficiency Servers 246

Dynatrace

DECEMBER 27, 2022

First, it helps to understand that applications and all the services and infrastructure that support them generate telemetry data based on traffic from real users. Dynatrace provides a centralized approach for establishing, instrumenting, and implementing SLOs that uses full-stack observability , topology mapping, and AI-driven analytics.

Software 306

Software Software Benchmarking Latency 306

Dynatrace

DECEMBER 8, 2020

Teams are embracing new technologies and continuously deploying code. But what if you could see what’s running in production in real-time, continuously analyzing all services for vulnerabilities, and prioritizing those based on what code is called? They also can’t provide deep insights unless you have source code access.

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Cloud Open Source Internet Internet 306

Dynatrace

JULY 11, 2019

If you want to know more about keptn, I encourage you to check out www.keptn.sh , “What is keptn and how to get started” (blog), “Getting started with keptn” (YouTube) or my slides on Shipping Code like a keptn. Dynatrace log analytics gives us access to the logs in the context of the current problem.

Open Source 54

Open Source Metrics Monitoring Cloud 54

Dynatrace

DECEMBER 16, 2021

It’s the same concept as Test Driven Development (TDD) where you start with tests that will fail until you finish implementing the code so tests will succeed. Dynatrace’s RUM for Mobile Apps provides crash analytics by default. For availability, I always propose to use Dynatrace Synthetic vs looking at real user traffic.

DevOps 246

DevOps Social Media Mobile Metrics 246

Dynatrace

JULY 22, 2019

Typically, applications owners who have little or no experience in monitoring, give requirements such as: “If there are more than 2 HTTP errors code (4xx and 5xx) report it immediately” or report any errors in the logs etc. For instance, when there isn’t enough traffic (late at night), the AI will not act to avoid alert spamming.

Best Practices 217

Best Practices Artificial Intelligence Monitoring Tuning 217

Dynatrace

SEPTEMBER 17, 2019

End-to-end code-level tracing. Cluster and container Log Analytics. Dynatrace’s PurePath technology brings us automatic end-to-end code level tracing without having to modify any code or configuration. MaaS for Developers: Understand and optimize your code. 2: Distributed code optimization. 3 Log Analytics.

AWS 170

AWS Monitoring Ecommerce Lambda 170

The Netflix TechBlog

MARCH 5, 2019

In the People space, our data teams contribute to consolidated systems of record on employees, contractors, partners and talent data to help central teams manage headcount planning, reduce acquisition cost, improve hiring practices, and other people analytics related use-cases. Can we measure the impact of Inclusion and Diversity initiatives?

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Infrastructure Cloud Scalability AWS 185

Dynatrace

MAY 17, 2023

The next level of observability: OneAgent In the first two parts of our series, we used OpenTelemetry to manually instrument our application and send the telemetry data straight to the Dynatrace analytics back end. However, this method limited us to instrumenting the code manually and collecting specific sets of data we defined upfront.

Metrics 243

Metrics Database Monitoring Network 243

Adrian Cockcroft

MAY 6, 2023

Then they tried to scale it to cope with high traffic and discovered that some of the state transitions in their step functions were too frequent, and they had some overly chatty calls between AWS lambda functions and S3. A real-time user experience analytics engine for live video, that looked at all users rather than a subsample.

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Serverless Lambda Best Practices Traffic 145

High Scalability

APRIL 16, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today. The Solution to Your Operational Diagnostics Woes.

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Analytics Java Metrics Software Engineering 26