The Netflix TechBlog

DECEMBER 17, 2024

How can we design systems that recognize these nuances and empower every title to shine and bring joy to ourmembers? The complexity of these operational demands underscored the urgent need for a scalable solution. Option 1: Log Processing Log processing offers a straightforward solution for monitoring and analyzing title launches.

Traffic 172

Traffic Scalability Strategy Monitoring 172

The Netflix TechBlog

JANUARY 6, 2025

This thoughtful approach doesnt just address immediate hurdles; it builds the resilience and scalability needed for the future. To address this, we introduced the term Title Health, a concept designed to help us communicate effectively and capture the nuances of maintaining each titles visibility and performance.

Scalability 219

Scalability Cache Engineering Systems 219

Dynatrace

MARCH 5, 2025

A cornerstone of Dynatrace monitoring capabilities, OneAgent boosts your log ingestion experience by automatically detecting and tagging logs based on the detected process technologyeven for custom-developed applications. Ready to consolidate your logs and monitoring tools in Dynatrace? Configuration is fully customizable.

Open Source 211

Open Source IoT Cloud Azure 211

Dynatrace

MAY 5, 2020

In addition to automatic full-stack monitoring, Dynatrace provides comprehensive support for a wide range of AWS services. We’re therefore excited to announce that Dynatrace has received the Amazon RDS Service Ready designation. All-in-one, AI-powered monitoring of AWS applications and infrastructure.

Design 217

Design AWS Education Innovation 217

Dynatrace

MARCH 6, 2024

It is based on the IBM AS/400 system and is known for its reliability, scalability, and security features. IBM i is designed to integrate seamlessly with legacy and modern applications, allowing businesses to run critical workloads and applications. It’s all monitored remotely ! Nothing is installed on your IBM i systems.

Monitoring 264

Monitoring Infrastructure Metrics Operating System 264

Dynatrace

NOVEMBER 3, 2023

that offers security, scalability, and simplicity of use. already address SNMP, WMI, SQL databases, and Prometheus technologies, serving the monitoring needs of hundreds of Dynatrace customers. JMX monitoring extensions are currently being migrated. Extensions can monitor virtually any type of technology in your environment.

Technology 264

Technology Technology Scalability Availability 264

Dynatrace

JANUARY 13, 2022

Real user monitoring can help you catch these issues before they impact the bottom line. What is real user monitoring? Real user monitoring (RUM) is a performance monitoring process that collects detailed data about a user’s interaction with an application. Real user monitoring collects data on a variety of metrics.

Monitoring 245

Monitoring Mobile Latency Best Practices 245

Scalegrid

FEBRUARY 24, 2025

Key Takeaways RabbitMQ improves scalability and fault tolerance in distributed systems by decoupling applications, enabling reliable message exchanges. This decoupling is crucial in modern architectures where scalability and fault tolerance are paramount. This setup prioritizes data safety, with most replicas online at any given time.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. AWS monitoring best practices. What is AWS observability?

Best Practices 246

Best Practices AWS Monitoring Serverless 246

The Netflix TechBlog

MARCH 4, 2025

Implement proactive monitoring for each of these endpoints. Key Features Proactive monitoring through scheduled collectors jobs Our Title Health microservice runs a scheduled collector job every 30 minutes for most of our personalization stack. Track real-time title impressions from the NetflixUI. there is a dedicated collector.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

JULY 8, 2020

One of the promises of container orchestration platforms is to make i t easier for the developers to accelerate the deployment of their app lication s without having to worry about scalability and infrastructure dependencies. Monitoring in the Kubernetes world . L et’s look at some of the Day 2 operations use case s. .

Infrastructure 278

Infrastructure Monitoring Cloud Metrics 278

The Netflix TechBlog

OCTOBER 27, 2021

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task.

Open Source 230

Open Source Monitoring Scalability Code 230

Dynatrace

NOVEMBER 4, 2019

Kubernetes was architected to allow for additional technologies and services to assist in speed, scalability and reducing the overall complexity which can arise from a Microservices environment. Let’s go into a bit of detail on each pillar and the extended Observability Dynatrace provides: Metrics: Cluster health and utilization monitoring.

Monitoring 223

Monitoring Cloud Metrics Code 223

Dynatrace

OCTOBER 1, 2021

Although some people may think of observability as a buzzword for sophisticated application performance monitoring (APM) , there are a few key distinctions to keep in mind when comparing observability and monitoring. What is the difference between monitoring and observability? Is observability really monitoring by another name?

Metrics 363

Metrics Open Source Monitoring Cloud 363

DZone

OCTOBER 10, 2023

Enter IoT device management — the suite of tools and practices designed to monitor, maintain, and update these interconnected devices. Why IoT Device Management Matters Scalability : As industries and consumers increasingly adopt IoT, the number of devices can surge into the billions.

IoT 310

IoT Internet Internet Network 310

High Scalability

SEPTEMBER 28, 2018

Or, maybe, they can succeed as in getting comfy job at IBM, but their designs don't translate into useful products. vl : I have a hilarious story about this from Google: I wanted second 30" monitor, so I filed a ticket. vl : I have a hilarious story about this from Google: I wanted second 30" monitor, so I filed a ticket.

Internet 35

Internet Internet Scalability Blockchain 35

Dynatrace

MARCH 29, 2024

As organizations continue to expand within cloud-native environments using Google Cloud, ensuring scalability becomes a top priority. Visit Dynatrace booth #1141 during the event to explore how its real-time insights and optimization capabilities ensure seamless scalability and performance.

Google 290

Google Innovation Cloud Analytics 290

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. Auto-detection starts monitoring new virtual machines as they are deployed. How does Dynatrace help?

AWS 306

AWS Lambda Serverless Virtualization 306

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 251

Latency Cache Infrastructure Strategy 251

Uber Engineering

AUGUST 18, 2020

The making of Edge Gateway, the highly-available and scalable self-serve gateway to configure, manage, and monitor APIs of every business domain at Uber. Evolution of Uber’s API gateway.

Design 144

Design Scalability Engineering Monitoring 144

DZone

JANUARY 17, 2022

There are tools that simply help you monitor the overall performance of an app while it's in use on a device. To design a scalable Android application in a multi-core device environment, an Android developer must be able to create concurrent execution lines that mix and match data from many resources.

Mobile 264

Mobile Performance Monitoring Scalability 264

Dynatrace

NOVEMBER 7, 2023

The old saying in the software development community, “You build it, you run it,” no longer works as a scalable approach in the modern cloud-native world. The ability to effectively manage multi-cluster infrastructure is critical to consistent and scalable service delivery. Automation, automation, automation.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Dynatrace

OCTOBER 8, 2020

We’ve worked closely with our partner AWS to deliver a complete, end-to-end picture of your cloud environment that includes monitoring support for all AWS services. Dynatrace can monitor AWS Lambda functions automatically, just like any other service. With these steps complete, your Lambda functions are now fully monitored.

Lambda 345

Lambda AWS Programming Serverless 345

Dynatrace

NOVEMBER 2, 2020

Cloud computing skyrocketed onto the market 20+ years ago and has been widely adopted for the scalability and accelerated innovation it brings organization. As on-prem data centers become obsolete, and organizations look to modernize, Azure has the flexibility and scalability to adapt to the business needs of your organic IT landscape.

Azure 264

Azure Serverless Cloud Innovation 264

Dynatrace

APRIL 19, 2021

I am delighted to share, Dynatrace has been named a Leader for the 11 th consecutive time in the 2021 Gartner Magic Quadrant for Application Performance Monitoring (APM) report. Gartner, Magic Quadrant for Application Performance Monitoring, Federico De Silva, Padraig Byrne, and Josh Chessman, 9 April 2021. Dynatrace news.

DevOps 279

DevOps Innovation Speed Infrastructure 279

Dynatrace

AUGUST 22, 2024

These Use Cases include application health and performance monitoring (4.27/5), These environments offer improved agility and scalability, and they also increase complexity, often making it more challenging for organizations to monitor and manage their applications. 5), hybrid infrastructure platform operations (4.25/5),

Analytics 246

Analytics Innovation Website Speed 246

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. Empowering teams to manage their FinOps practices, however, requires teams to have access to reliable multicloud monitoring and analysis data.

Best Practices 278

Best Practices Strategy Cloud AWS 278

Dynatrace

SEPTEMBER 27, 2024

The impact of limited visibility in CI/CD pipelines The journey for Omnilogy started when a customer explained that they needed a way to monitor and improve the performance of their CI/CD pipelines with Dynatrace. Developers can automatically ensure enterprise security and governance requirement compliance by leveraging these components.

Government 246

Government DevOps Azure Scalability 246

Dynatrace

JULY 7, 2022

While microservices vs. monolithic architecture is a common debate, organizations have other considerations, like service-oriented architecture (SOA), tools, monitoring solutions, and potential migration issues. Additional complexity and monitoring challenges. As part of that complexity, monitoring microservices can become a challenge.

Architecture 246

Architecture Serverless Azure Programming 246

Scalegrid

OCTOBER 18, 2024

A dashboard for monitoring activities such as database locks, connected sessions, and prepared transactions for multiple servers. OmniDB OmniDB 8 is an open-source, database management tool built in JavaScript designed for PostgreSQL and other relational databases.

Open Source 147

Open Source Database Cloud Operating System 147

Percona

MARCH 17, 2023

2022 was an exciting year for Percona Monitoring and Management (PMM). These updates are designed to keep databases running at peak performance and simplify database operations. Planning for resources of a PMM Server host instance can be tricky because the numbers can change depending on the DB instances being monitored by PMM.

Monitoring 117

Monitoring Scalability Database Cache 117

Dynatrace

JANUARY 17, 2024

An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance. This optimizes costs by enabling organizations to use dynamic infrastructure to run AI applications instead of designing for peak load. Continuously monitor AI models’ performance. Use containerization.

Strategy 288

Strategy Artificial Intelligence Storage Cloud 288

Dynatrace

NOVEMBER 6, 2023

This massive migration is critical to organizations’ digital transformation , placing cloud technology front and center and elevating the need for greater visibility, efficiency, and scalability delivered by a unified observability and security platform. The benefits of migrating on-premises workloads to the Cloud become evident quickly.

Azure 244

Azure Technology Technology Cloud 244

Dynatrace

NOVEMBER 29, 2021

But OpenShift provides comprehensive multi-tenancy features, advanced security and monitoring, integrated storage, and CI/CD pipeline management right out of the box. OpenShift empowers easy integration with leading CI/CD platforms, AI-powered performance monitoring solutions, and user-demand analysis tools. The result?

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. Observability At Netflix, we put a strong emphasis on building robust monitoring into our systems to provide a clear view of system health.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

NOVEMBER 11, 2022

Therefore, they need an environment that offers scalable computing, storage, and networking. HCI, meanwhile, is a software-defined framework that virtualizes and combines compute, network, storage, and server resources into a unified platform designed for simplicity and scalability. What is hyperconverged infrastructure?

Infrastructure 264

Infrastructure Storage Virtualization Network 264

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 246

Software Software Artificial Intelligence DevOps 246