The Netflix TechBlog

MARCH 5, 2019

Central engineering teams enable this operational model by reducing the cognitive burden on innovation teams through solutions related to securing, scaling and strengthening (resilience) the infrastructure. All these micro-services are currently operated in AWS cloud infrastructure.

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

Scalegrid

FEBRUARY 6, 2025

This decoupling simplifies system architecture and supports scalability in distributed environments. Kafka stores and distributes data through a partitioned log system, which spans multiple brokers to provide fault tolerance and scalability. What is RabbitMQ? This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147

Latency Analytics Architecture Storage 147

Dynatrace

NOVEMBER 29, 2022

Infrastructure as code is a way to automate infrastructure provisioning and management. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code. Transparency and scalability. Infrastructure-as-code.

Infrastructure 244

Infrastructure Code Cloud DevOps 244

Dynatrace

MAY 24, 2023

Some organizations need to weigh cost considerations due to technology and business scalability limitations whereas others need to adhere to company policies. These numbers serve as limits for scalability, utilizing the power of the Kubernetes platform. For large enterprises, this is not even a consideration.

Scalability 246

Scalability Virtualization Monitoring Open Source 246

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

Dynatrace

NOVEMBER 3, 2023

that offers security, scalability, and simplicity of use. Python code also carries limited scalability and the burden of governing its security in production environments and lifecycle management. Scalability and failover Extensions 2.0 Please consider this migration in your plan for extension development in 2024.

Technology 264

Technology Technology Scalability Availability 264

DZone

SEPTEMBER 23, 2024

With the rise of microservices architecture , there has been a rapid acceleration in the modernization of legacy platforms, leveraging cloud infrastructure to deliver highly scalable, low-latency, and more responsive services. Why Use Spring WebFlux?

Performance 287

Performance Latency Architecture Programming 287

High Scalability

FEBRUARY 8, 2019

samred : Jorgensen didn't mince words: he blamed the drop in the [EA] series' uptake by the developers' focus on a single-player campaign, as opposed to having a promised battle royale mode ready for fans in time for the game's launch. They'll learn a lot and love you forever. Retail investors have to put their money somewhere.

Internet 188

Internet Internet Scalability Wireless 188

Dynatrace

NOVEMBER 7, 2023

The development of internal platform teams has taken off in the last three years, primarily in response to the challenges inherent in scaling modern, containerized IT infrastructures. Platform engineering best practices for delivering a highly available, secure, and resilient Internal Development Platform: Centralize and standardize.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Dynatrace

MARCH 5, 2025

This blog post explains how Dynatrace simplifies log ingestion, whether youre onboarding logs from your infrastructure using OneAgent, cloud services using log forwarding, or driving open-source standardization leveraging OpenTelemetry (OTel), Fluent Bit, or any other API-based ingestion methods. You can add additional logs at any time.

Open Source 211

Open Source IoT Cloud Azure 211

Dynatrace

NOVEMBER 3, 2023

With growing multicloud complexity and the need for organization-wide scalability, self-service and automation capabilities have become increasingly essential for developer productivity. A platform encompasses a set of tools, services, and infrastructure that enables developers to build, test, and deploy software applications.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

DZone

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. Scalability: Serverless services automatically scale with the application's needs. Reduced operational overhead: Developers can focus purely on writing code and pushing updates, rather than worrying about server upkeep.

Serverless 297

Serverless AWS Architecture Lambda 297

DZone

FEBRUARY 6, 2024

Platform engineering is the creation and management of foundational infrastructure and automated processes, incorporating principles like abstraction, automation, and self-service, to empower development teams, optimize resource utilization, ensure security, and foster collaboration for efficient and scalable software development.

Engineering 289

Engineering Scalability Infrastructure Efficiency 289

Dynatrace

OCTOBER 1, 2021

In these modern environments, every hardware, software, and cloud infrastructure component and every container, open-source tool, and microservice generates records of every activity. The architects and developers who create the software must design it to be observed.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

JANUARY 11, 2023

With more organizations taking the multicloud plunge, monitoring cloud infrastructure is critical to ensure all components of the cloud computing stack are available, high-performing, and secure. 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

JULY 25, 2022

The DevOps playbook has proven its value for many organizations by improving software development agility, efficiency, and speed. These methods improve the software development lifecycle (SDLC), but what if infrastructure deployment and management could also benefit? GitOps improves speed and scalability. Dynatrace news.

DevOps 278

DevOps Infrastructure Speed Cloud 278

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Scalability. Finally, there’s scalability. Why use a serverless architecture? Simplicity. The first benefit is simplicity. Compute services.

Serverless 325

Serverless AWS Lambda Storage 325

Dynatrace

DECEMBER 14, 2023

In today’s rapidly evolving business and technology landscape, organizations often prioritize the speed of development over security. The concern is that comprehensive application security in CI/CD environments is too hard to achieve and would slow down development and delivery.

AWS 299

AWS Innovation Speed Efficiency 299

Dynatrace

NOVEMBER 3, 2022

The containerization craze has continued for enterprises, with benefits such as portability, efficiency, and scalability. Container environments enable enterprises to quickly deploy and develop cloud-native applications that can run anywhere. Easy scalability. million in 2020. Process portability. CaaS vs. PaaS. CaaS vs.

Serverless 297

Serverless Azure Hardware Transportation 297

High Scalability

APRIL 8, 2019

Early infrastructure. Hardware infrastructure. The scalability and maintainability issue. Scaling development processes. The development/staging environments. This is a guest post by Hugues Alary , Lead Engineer at Betabrand , a retail clothing company and crowdfunding platform, based in San Francisco. Kubernetes.

Retail 233

Retail Hardware Infrastructure Scalability 233

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. Now, organizations are evolving their cloud strategy to include hybrid, multi-cloud, which enables cloud-native application development and deployment. diverse use cases from?

Azure 264

Azure Serverless Cloud Innovation 264

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

The Netflix TechBlog

JUNE 7, 2021

By Alok Tiagi , Hariharan Ananthakrishnan , Ivan Porto Carrero and Keerti Lakshminarayan Netflix has developed a network observability sidecar called Flow Exporter that uses eBPF tracepoints to capture TCP flows at near real time. These metrics are visualized using Lumen , a self-service dashboarding infrastructure.

Network 327

Network Transportation AWS Cloud 327

The Netflix TechBlog

MARCH 28, 2025

This limitation has inspired us to develop a foundation model for recommendation. These insights have shaped the design of our foundation model, enabling a transition from maintaining numerous small, specialized models to building a scalable, efficient system. We see promising results from downstream integrations.

Tuning 165

Tuning Efficiency Latency Strategy 165

Dynatrace

AUGUST 8, 2024

From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. To manage high demand, companies should invest in scalable infrastructure , load-balancing, and load-scaling technologies. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 290

Software Software Infrastructure Network 290

Dynatrace

MARCH 16, 2021

HashiCorp’s Terraform is an open-source infrastructure as a code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. Per HashiCorp, this codification allows infrastructure changes to be automated while keeping the definition human readable. across their complete Dynatrace instance.”.

Code 246

Code Monitoring Best Practices Infrastructure 246

Dynatrace

OCTOBER 10, 2022

Many organizations today rely on cloud-native applications for their scalability and agility, among other benefits. Serverless benefits include the following: Dynamic scalability. Code development also benefits from a serverless approach. No infrastructure to maintain. However, not all cloud strategies are the same.

Serverless 241

Serverless Infrastructure Lambda Latency 241

DZone

DECEMBER 11, 2024

Developers play a crucial role in modern companies. If we want our product to be successful, we need to have a developer-first approach and include observability from day one. Read on to understand why. The World Has Changed Many things have changed in the last decade.

Development 147

Development Software Engineering Architecture Scalability 147

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. What is Docker?

Open Source 334

Open Source Traffic DevOps Cloud 334

Dynatrace

JANUARY 16, 2023

Findings provide insights into Kubernetes practitioners’ infrastructure preferences and how they use advanced Kubernetes platform technologies. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes infrastructure models differ between cloud and on-premises. Kubernetes moved to the cloud in 2022.

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. But in a cloud-native world, resiliency must expand to include the ability for organizations to recover quickly from failures and ensure business continuity.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

JANUARY 5, 2022

To do so we have successfully established AI-based White box load and resiliency testing with JMeter and Dynatrace, helping identify and resolve major performance and scalability problems in recent projects before deploying to production. Each step is automated from provisioning infrastructure to problem analysis. zone } } } }.

Testing 246

Testing Open Source Metrics Infrastructure 246

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. AL2023 is supported by Dynatrace on day one and has been thoroughly tested by our installations team. How does Dynatrace help?

AWS 306

AWS Lambda Serverless Virtualization 306

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.

Best Practices 147

Best Practices Traffic Strategy Scalability 147

High Scalability

DECEMBER 21, 2018

It's HighScalability time: Have a very scalable Xmas everyone! kellabyte : “Open source” infrastructure companies are a giant s**t show right now. Don’t waste your developers’ time trying to shave off nickels and dimes from your bill. See you in the New Year. Do you like this sort of Stuff? Don't be late.

Internet 137

Internet Internet Scalability Serverless 137

Dynatrace

APRIL 18, 2024

Observability of applications and infrastructure serves as a critical foundation for DevOps and platform engineering, offering a comprehensive view into system performance and behavior. The deep visibility and insights that observability provides allow teams to take proactive measures early in the software development life cycle (SDLC).

DevOps 246

DevOps Engineering Artificial Intelligence Infrastructure 246

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Built for enterprise scalability. What is Lambda? Purpose built with low overhead to detect function with cold start.

Lambda 246

Lambda AWS Serverless Latency 246