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 223

Infrastructure Big Data Transportation Architecture 223

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. L et’s look at some of the Day 2 operations use case s. . Resource utilization management .

Infrastructure 206

Infrastructure Monitoring Cloud Metrics 206

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 273

Google Innovation Cloud Analytics 273

Dynatrace

MAY 5, 2020

We’re therefore excited to announce that Dynatrace has received the Amazon RDS Service Ready designation. Achieving this designation differentiates Dynatrace as an AWS Advanced Technology Partner with a product that is integrated with Amazon RDS and is generally available and fully supported.

Design 145

Design AWS Education Innovation 145

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 225

Engineering DevOps Software Engineering Scalability 225

Dynatrace

AUGUST 8, 2024

From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. High demand Sudden spikes in demand can overwhelm systems that are not designed to handle such loads, leading to outages. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 261

Software Software Infrastructure Network 261

The Netflix TechBlog

OCTOBER 8, 2024

The Key-Value Abstraction offers a flexible, scalable solution for storing and accessing structured key-value data, while the Data Gateway Platform provides essential infrastructure for protecting, configuring, and deploying the data tier.

Latency 236

Latency Storage Traffic Tuning 236

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. 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.

Engineering 286

Engineering DevOps Best Practices Infrastructure 286

DZone

MARCH 22, 2023

Kubernetes simplifies deploying, scaling, and managing distributed components and services across various infrastructures. It is designed to be highly scalable, fault-tolerant, and cloud-agnostic, running on multiple cloud platforms and on-premise environments. In this guide, we will delve into the basic concepts of Kubernetes.

Open Source 253

Open Source Scalability Architecture Cloud 253

DZone

MARCH 12, 2024

In the rapidly evolving world of cloud computing, managing resource scalability in response to service demand has emerged as a critical challenge. To address this challenge, we developed Smart Scaler, a tool designed to automate infrastructure and application resource scaling.

Scalability 162

Scalability Cloud Infrastructure Design 162

Dynatrace

AUGUST 22, 2024

5), hybrid infrastructure platform operations (4.25/5), 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. These Use Cases include application health and performance monitoring (4.27/5),

Analytics 206

Analytics Innovation Website Scalability 206

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Exploring artificial intelligence in cloud computing reveals a game-changing synergy.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

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.

Monitoring 247

Monitoring Infrastructure Metrics Operating System 247

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 224

Latency Cache Infrastructure Strategy 224

Dynatrace

SEPTEMBER 27, 2024

But DIY projects require extensive planning and careful consideration, including choosing the right technology stack, outlining the application’s framework, selecting a design system for the user interface, and ensuring everything is secure, compliant, and scalable to meet the requirements of large enterprises.

Government 200

Government DevOps Azure Scalability 200

Dynatrace

SEPTEMBER 5, 2024

Native support for syslog messages extends our infrastructure log support to all Linux/Unix systems and network devices. Dynatrace supports scalable data ingestion, ensuring your observability infrastructure grows with your cloud environment.

Innovation 273

Innovation AWS Analytics Storage 273

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 232

Systems Media Cache Open Source 232

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. Infrastructure as a service (IaaS) handles compute, storage, and network resources. What is FaaS?

Development 262

Development Serverless Best Practices Lambda 262

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. See you in the New Year. Do you like this sort of Stuff? Please support me on Patreon. I'd really appreciate it. Still looking for that perfect xmas gift? Don't be late.

Internet 137

Internet Internet Scalability Serverless 137

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 292

AWS Lambda Serverless Virtualization 292

The Netflix TechBlog

FEBRUARY 9, 2021

In particular, it’s our job to design and build the systems and protocols that enable customers from all over the world to sign up for Netflix with the plan features and incentives that best suit their needs. This was a perfectly sufficient design for many years. To name a few: Updating XML files is error-prone and manual in nature.

Engineering 144

Engineering Scalability Architecture Innovation 144

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. Serverless architecture offers several benefits for enterprises. Simplicity.

Serverless 294

Serverless AWS Lambda Storage 294

Scalegrid

JANUARY 8, 2024

Discover key insights and strategic advice in our article, designed to steer you toward the best cloud solution that fits your company’s priorities. On the other hand, a hybrid model combines at least one private cloud solution with one or more public clouds to strike an optimal balance between security controls and scalability.

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

High Scalability

DECEMBER 16, 2022

It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure. I do not reside on any specific type of hardware or infrastructure, and am not hosted on the cloud or on-premises. Is serverless the future of cloud computing?

Cloud 201

Cloud Serverless Internet Internet 201

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. The architecture usually integrates several private, public, and on-premises infrastructures.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

JUNE 10, 2024

Security analytics solutions are designed to handle modern applications that rely on dynamic code and microservices. Infrastructure type In most cases, legacy SIEM tools are on-premises. Security analytics must also contend with the multicomponent architecture of modern IT infrastructure.

Analytics 244

Analytics Network Open Source Hardware 244

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. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time.

Best Practices 246

Best Practices Strategy Cloud AWS 246

High Scalability

JULY 20, 2018

DonHopkins : NeWS differs from the current technology stack in that it was all coherently designed at once by James Gosling and David Rosenthal, by taking several steps back and thinking deeply about all the different problems it was trying to solve together. Some are lucky enough to also have a production environment." Not so many this week.

Internet 121

Internet Internet Scalability Automotive 121

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 257

Azure Serverless Innovation Cloud 257

Dynatrace

MARCH 29, 2023

Today, Dynatrace is announcing that it has successfully achieved Google Cloud Ready – AlloyDB designation in support of an extended integration to Google Cloud’s AlloyDB for PostgreSQL. Google Cloud Ready – AlloyDB is a new designation for the solutions of Google Cloud’s technology partners that integrate with AlloyDB.

Google 231

Google Metrics Cloud Analytics 231

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Immutable infrastructure. So, what is cloud-native architecture, exactly? The principles of cloud-native architecture. Default to managed services.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

JULY 11, 2023

Red Hat OpenShift monitoring with Dynatrace stands out due to the following key aspects: Infrastructure health monitoring and optimization: Assess the status of your infrastructure at a glance, understand resource consumption, optimize resource allocation for cost-efficiency, and track software versions running within the Kubernetes environment.

Architecture 178

Architecture Availability Infrastructure Monitoring 178

Scalegrid

AUGUST 27, 2024

It is versatile enough for deployment in cloud-based infrastructures, on-premise data centers, or local setups, delivering a dependable and adaptable messaging framework. Furthermore, RabbitMQ embraces an acknowledgment pattern within its infrastructure, ensuring reliable message processing.

Ecommerce 130

Ecommerce IoT Games Scalability 130

The Netflix TechBlog

SEPTEMBER 18, 2024

Vidhya Arvind , Rajasekhar Ummadisetty , Joey Lynch , Vinay Chella Introduction At Netflix our ability to deliver seamless, high-quality, streaming experiences to millions of users hinges on robust, global backend infrastructure. The KV data can be visualized at a high level, as shown in the diagram below, where three records are shown.

Latency 248

Latency Storage Cache Efficiency 248

High Scalability

AUGUST 3, 2018

Department of Homeland Security has designated 16 sectors of infrastructure as 'critical', and 14 of them depend on GPS. Use Multi-AZ deployments for High Availability and Read Replica for read scalability. The pullback could hurt IBM and Microsoft, analyst says … The expectation was we’d quickly find use cases.”

Internet 113

Internet Internet Scalability Blockchain 113

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens.

Government 217

Government Infrastructure Programming Cloud 217