The Netflix TechBlog

APRIL 27, 2023

While we were able to put out the immediate fire by disabling the newly created alerts, this incident raised some critical concerns around the scalability of our alerting system. It became clear to us that we needed to solve the scalability problem with a fundamentally different approach. OK, Results?

Storage 288

Storage Cache Metrics Database 288

Dynatrace

OCTOBER 23, 2023

Lastly, monitoring and maintaining system health within a virtual environment, which includes efficient troubleshooting and issue resolution, can pose a significant challenge for IT teams. Start monitoring Hyper-V Navigate to the Dynatrace Hub and activate the Microsoft Hyper-V Extension. What’s next?

Efficiency 214

Efficiency Virtualization Hardware Performance 214

Dynatrace

SEPTEMBER 8, 2022

In cloud-native environments, there can also be dozens of additional services and functions all generating data from user-driven events. Event logging and software tracing help application developers and operations teams understand what’s happening throughout their application flow and system.

Systems 185

Systems Cloud Analytics DevOps 185

Dynatrace

JANUARY 22, 2024

While traditional AI relies on finding correlations in data, causal AI aims to determine the precise underlying mechanisms that drive events and outcomes. Therefore, causal AI is a useful deterministic AI technique that provides concrete answers about the source of events, not probabilistic outputs.

Artificial Intelligence 207

Artificial Intelligence Healthcare Retail Government 207

Dynatrace

APRIL 18, 2024

It goes beyond traditional monitoring—metrics, logs, and traces—to encompass topology mapping, code-level details, and user experience metrics that provide real-time insights. AI helps provide in-depth context around system issues, anomalies, and other events instead of merely identifying them.

DevOps 190

DevOps Engineering Artificial Intelligence Infrastructure 190

Dynatrace

AUGUST 16, 2021

Part 1 of this series starts will cover the key ingredients needed for successful DevOps use to deliver better software faster, followed by a short overview of GitHub Actions and example use cases related to deployment and release monitoring. Component levels information events such as releases and configuration changes. Annotation.

Software 246

Software Software Open Source Azure 246

Dynatrace

MARCH 27, 2024

By using AIOps to monitor events system-wide, teams can automate an array of common security processes, including application monitoring, threat intelligence analysis, and security incident response. Observability is even more powerful when combined with artificial intelligence for IT operations (AIOps).

Government 160

Government Network Artificial Intelligence Cloud 160

DZone

SEPTEMBER 14, 2023

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.

Analytics 124

Analytics Storage Architecture Scalability 124

Dynatrace

AUGUST 9, 2023

With up to 70% of security events going uninvestigated, security analysts need all the help they can get. After a security event, many organizations often don’t know for months (or even years) when why or how it happened. Analysts can use AutomationEngine to continuously monitor and respond to IoCs.

Analytics 218

Analytics Metrics Database Storage 218

Dynatrace

NOVEMBER 28, 2022

The Dynatrace Software Intelligence Platform accelerates cloud operations, helping users achieve service-level objectives (SLOs) with automated intelligence and unmatched scalability. Built for enterprise scalability. Auto-detection starts monitoring new virtual machines as they are deployed. How does Dynatrace help?

Lambda 225

Lambda AWS Serverless Latency 225

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events.

Cloud 201

Cloud Serverless Internet Internet 201

The Netflix TechBlog

MARCH 10, 2023

After reading the asset ids using one of the ways, an event is created per asset id to be processed synchronously or asynchronously based on the use case. For asynchronous processing, events are sent to Apache Kafka topics to be processed. Asynchronous Flow : Data processor consumes the data events sent by the data extractor.

Media 237

Media Traffic Processing Design 237

The Netflix TechBlog

MARCH 7, 2024

Under the hood, Titus is powered by Kubernetes , but it provides a thick layer of enhancements over off-the-shelf Kubernetes, to make it more observable , secure , scalable , and cost-efficient. Explainer flow is event-triggered by an upstream flow, such Model A, B, C flows in the illustration.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

AUGUST 25, 2023

Kubernetes workload management is easier with a centralized observability platform When deploying applications with Kubernetes, the configuration is flexible and declarative, allowing for scalability. To properly monitor Kubernetes clusters and containers, it’s necessary to have access to relevant logs.

Serverless 223

Serverless Analytics AWS Azure 223

Dynatrace

AUGUST 30, 2023

Dynatrace’s collaboration with Google addresses these needs by providing simple, scalable, and innovative data acquisition for comprehensive analysis and troubleshooting. kubectl apply -f example.yml After applying the Dynakube definition, you must label the namespaces you wish to monitor with the selector we defined.

Google 220

Google Cloud Innovation Infrastructure 220

Dynatrace

JULY 18, 2023

Configuration files allow for the automatic creation, update, and management of configurations for dashboards, synthetic monitors, alerts, SLOs, and security settings across multiple environments. The screenshot below displays a workflow that listens for a deployment event of the easytrade service in the production stage.

Best Practices 190

Best Practices Code Infrastructure Latency 190

Dynatrace

NOVEMBER 9, 2021

Amplify PowerUP, our half-yearly global event to update our partner community, covered a lot of ground including key Partner Program announcements, Q2 earnings and partner contribution, market growth and momentum, Dynatrace platform capabilities, and the partner services offering the platform powers. It’s a different concept from monitoring.

DevOps 218

DevOps Innovation Cloud Programming 218

Dynatrace

SEPTEMBER 17, 2019

Kubernetes (k8s) provides basic monitoring through the Kubernetes API and you can find instructions like Top 9 Open Source Tools for Monitoring Kubernetes as a “do it yourself guide”. End-user monitoring. 4 AWS EFS monitoring. Dynatrace news. Full-stack observability. End-to-end code-level tracing. Service mash insights.

AWS 127

AWS Monitoring Ecommerce Lambda 127

Dynatrace

AUGUST 25, 2023

The team can also focus on developing new cloud-native apps that provide the scalability necessary to deliver reliable services, especially during times of crisis when families need HHS the most. Traditional tools for monitoring and observing modern software stacks struggle to deal with the dynamic and changing nature of cloud environments.

Government 203

Government Infrastructure Programming Cloud 203

Scalegrid

JANUARY 5, 2024

Despite initial investment costs, DBMS presents long-term savings and improved efficiency through automated processes, efficient query optimizations, and scalability, contributing to enhanced decision-making and end-user productivity. Practical Applications of DBMS DBMS finds practical applications in various fields.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

FEBRUARY 15, 2023

But to be scalable, they also need low-code/no-code solutions that don’t require a lot of spin-up or engineering expertise. IT leaders know that managing cloud environments through traditional manual monitoring practices will no longer suffice.

Code 212

Code DevOps Cloud Analytics 212

Dynatrace

DECEMBER 5, 2022

Analyzing: Looking for unusual Kubernetes event activity. So Robert analyzed the data and events Dynatrace captured for the Kubernetes cluster responsible for keeping the pods running. He immediately spotted an unusual spike in the number of out-of-memory events ( OOMKilled ) shown in the following Dynatrace Kubernetes screens.

Java 190

Java Traffic Education Storage 190

Dynatrace

NOVEMBER 2, 2022

According to one statistic, 76% of digital teams are responsible for delivering revenue , so software reliability and scalability are an increasing focus as these teams contribute to the bottom line. A software system or ecosystem is equipped to monitor itself and correct issues automatically without requiring human intervention.

Software 195

Software Software Artificial Intelligence DevOps 195

Scalegrid

JANUARY 9, 2024

Challenges in cloud security, such as risks from multitenancy and cyber threats, require continuous monitoring and the implementation of robust controls like multi-factor authentication to prevent unauthorized access. An effective choice when securing their data on the cloud can greatly influence an organization’s success.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

JANUARY 23, 2024

Check back here throughout the event for the latest news, insights, and announcements. Measuring the importance of data quality to causal AI success – blog Causal AI can accurately pinpoint why an event occurred, but the effectiveness of AI depends on high-quality data. Enter causal AI.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

Dynatrace

DECEMBER 21, 2023

Thomas: “Not so fast, Klaus; this host is part of our Synthetic Monitoring node cluster. After identifying about 100 idle host instances to be shut down, they learned that these hosts were provisioned in anticipation of upscaling to support an upcoming major sales event. Can we shut it down?” We encourage you to take a look.

Cloud 209

Cloud Energy Best Practices Cache 209

Dynatrace

NOVEMBER 29, 2022

Transparency and scalability. The purpose of infrastructure as code is to enable developers or operations teams to automatically manage, monitor, and provision resources, rather than manually configure discrete hardware devices and operating systems. In response, Dynatrace introduced Monaco (Monitoring-as-code). Register now!

Infrastructure 172

Infrastructure Code Cloud DevOps 172

Dynatrace

SEPTEMBER 9, 2022

These insights help organizations plan for cloud scalability, performance improvements, and business alignment. Monitor and measure progress during the migration. Once a modernization plan is in place, strategize how to monitor and measure the process. It also helps reduce risk and downtime. Vastly improved performance.

Strategy 227

Strategy Benchmarking Serverless Infrastructure 227

The Netflix TechBlog

AUGUST 30, 2021

In the Device Management Platform, this is achieved by having device updates be event-sourced through the control plane to the cloud so that NTS will always have the most up-to-date information about the devices available for testing. the former for access to the Kafka clusters and the latter for service monitoring and alerts.

Latency 213

Latency Traffic Transportation Hardware 213

Dynatrace

MAY 4, 2023

Leveraging open source code and traditional monitoring tools can also increase the risk for vulnerabilities to enter the SDLC. Priorities for a security team may include tracking logs, reviewing events, and identifying code-level vulnerabilities. For development teams, code building and review are critical.

DevOps 213

DevOps Speed Innovation Open Source 213

The Netflix TechBlog

JUNE 7, 2021

Flow Collector consumes two data streams, the IP address change events from Sonar via Kafka and eBPF flow log data from the Flow Exporter sidecars. Summary Providing network insight into the cloud network infrastructure using eBPF flow logs at scale is made possible with eBPF and a highly scalable and efficient flow collection pipeline.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

FEBRUARY 10, 2023

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. Check out the guide from last year’s event. These are just some of the topics being showcased at Perform 2023 in Las Vegas.

Efficiency 276

Efficiency Performance Analytics DevOps 276

High Scalability

JULY 18, 2022

If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and backend services at scale and want to work with a rag-tag team of hardworking, but humble humans, then come check us out! Fun and Interesting Events. Generous free tier. Advertise here!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

MAY 4, 2022

If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and backend services at scale and want to work with a rag-tag team of hardworking, but humble humans, then come check us out! Fun and Interesting Events. Generous free tier. Advertise here!

Education 100

Education DevOps Infrastructure Scalability 100

High Scalability

JUNE 10, 2022

If you have a passion for databases (both SQL and NoSQL), significant experience building, managing, and monitoring infrastructure, databases, and backend services at scale and want to work with a rag-tag team of hardworking, but humble humans, then come check us out! Fun and Interesting Events. Generous free tier. Advertise here!

Education 100

Education DevOps Infrastructure Scalability 100

Dynatrace

MARCH 24, 2023

This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. To learn more, check out the on-demand Performance Clinic , AI-assisted log and event monitoring to simplify Kubernetes and multicloud operations with Dynatrace.

Infrastructure 186

Infrastructure Open Source Operating System Cloud 186

Dynatrace

OCTOBER 28, 2021

The crisis could be technical, natural, or malicious events, for example an earthquake affecting data center availability, or a cyberattack infecting applications and websites. The discoveries form inputs into the software development and delivery process, so new software and microservices will better stand up to unforeseeable events.

Engineering 225

Engineering Entertainment Cloud Infrastructure 225