The Netflix TechBlog

MARCH 5, 2019

This freedom allows teams and individuals to move fast to deliver on innovation and feel responsible for quality and robustness of their delivery. All these micro-services are currently operated in AWS cloud infrastructure. In the next section, we will highlight some high level areas of focus in each dimension of our infrastructure.

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

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

SEPTEMBER 3, 2024

A unified platform approach to observability and security Dynatrace and its partners offer powerful solutions to complex business resiliency challenges through an observability and security platform that delivers a unified view of applications, infrastructure, and business processes.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

SEPTEMBER 29, 2021

Containers are the key technical enablers for tremendously accelerated deployment and innovation cycles. Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. In production, containers are easy to replicate. What is Docker? Networking.

Open Source 334

Open Source DevOps Traffic Cloud 334

Dynatrace

APRIL 25, 2023

Innovating with software is happening faster than ever. This is due to a number of factors, including the rise of cloud infrastructure, automation, and an abundance of prebuilt open-source libraries and third-party/supply-chain products. Agencies cannot afford to sacrifice security for innovation.

Government 246

Government Innovation Open Source Traffic 246

The Netflix TechBlog

AUGUST 10, 2020

Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. 264/AVC Main profile family still represents a substantial portion of the members viewing hours and an even larger portion of the traffic. Yet, given its wide support, our H.264/AVC

Innovation 242

Innovation Traffic Network Efficiency 242

Dynatrace

MAY 5, 2021

Today we’re proud to announce the new Dynatrace Operator, designed from the ground up to handle the lifecycle of OneAgent, Kubernetes API monitoring, OneAgent traffic routing, and all future containerized componentry such as the forthcoming extension framework. Dynatrace Operator for OneAgent, API monitoring, routing, and more.

Cloud 246

Cloud Traffic Monitoring Open Source 246

Dynatrace

SEPTEMBER 7, 2022

VPC Flow Logs is an Amazon service that enables IT pros to capture information about the IP traffic that traverses network interfaces in a virtual private cloud, or VPC. By default, each record captures a network internet protocol (IP), a destination, and the source of the traffic flow that occurs within your environment.

Traffic 246

Traffic AWS Network Cloud 246

Dynatrace

MAY 8, 2023

However, digital transformation requires significant investment in technology infrastructure and processes. Best Buy is designing its journey to cut through the noise of its multicloud and multi-tool environments to immediately pinpoint the root causes of issues during peak traffic loads. Turn off the tools you no longer need.

Strategy 244

Strategy Retail DevOps Education 244

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. Traffic This SLO measures the amount of traffic or workload an application receives, either in terms of requests per second or data transfer rate. According to the 2023 Dynatrace CIO Report , 78% of respondents deploy software updates every 12 hours or less.

Latency 245

Latency Website Traffic DevOps 245

Dynatrace

FEBRUARY 21, 2024

To remain competitive in today’s fast-paced market, organizations must not only ensure that their digital infrastructure is functioning optimally but also that software deployments and updates are delivered rapidly and consistently. This approach supports innovation, ambitious SLOs, DevOps scalability, and competitiveness.

Speed 264

Speed Software Software Latency 264

Dynatrace

MAY 8, 2023

With the world’s increased reliance on digital services and the organizational pressure on IT teams to innovate faster, the need for DevOps monitoring tools has grown exponentially. The process involves monitoring various components of the software delivery pipeline, including applications, infrastructure, networks, and databases.

DevOps 246

DevOps Efficiency Monitoring Infrastructure 246

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Dynatrace uses your data and its sophisticated AI causation engine Davis® to automatically detect performance anomalies in applications, services, and infrastructure. What is VPC Flow Logs.

AWS 246

AWS Transportation Network Traffic 246

The Netflix TechBlog

JANUARY 25, 2022

The secret sauce that turns the raw ingredients of experimentation into supercharged product innovation is culture. As discussed in Part 6 , there are experimentation and causal inference focussed data scientists who collaborate with product innovation teams across Netflix. But without a little magic, these basics are still not enough.

Education 245

Education Innovation Testing Programming 245

Dynatrace

NOVEMBER 22, 2021

Because of its matrix of cloud services across multiple environments, AWS and other multicloud environments can be more difficult to manage and monitor compared with traditional on-premises infrastructure. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Amazon EC2.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

NOVEMBER 24, 2020

Allowing architectures to be nimble and evolve over time, allowing organizations to take advantage of innovations as a standard practice. Do we have the ability (process, frameworks, tooling) to quickly deploy new services and underlying IT infrastructure and if we do, do we know that we are not disrupting our end users?

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

Dynatrace

NOVEMBER 2, 2023

Unified observability is the ability to know how systems and infrastructure are performing based on the data they generate, such as logs, metrics, and traces. In modern cloud environments, every piece of hardware, software, cloud infrastructure component, container, open-source tool, and microservice generates records of every activity.

Cloud 264

Cloud Infrastructure Strategy Open Source 264

All Things Distributed

APRIL 5, 2012

Customer Conversations - How Intuit and Edmodo Innovate using Amazon RDS. From tax preparation to safe social networks, Amazon RDS brings new and innovative applications to the cloud. Empowering innovation is at the heart of everything we do at Amazon Web Services (AWS). Whats unique and innovative about your service?

Innovation 112

Innovation AWS Education Network 112

Dynatrace

MAY 31, 2023

How site reliability engineering affects organizations’ bottom line SRE applies the disciplines of software engineering to infrastructure management, both on-premises and in the cloud. There are now many more applications, tools, and infrastructure variables that impact an application’s performance and availability.

Best Practices 246

Best Practices DevOps Latency Metrics 246

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. This process may involve behavioral analytics; real-time monitoring of network traffic, user activity, and system logs; and threat intelligence.

Monitoring 264

Monitoring Analytics Traffic Best Practices 264

Dynatrace

AUGUST 18, 2022

Security vulnerabilities are weaknesses in applications, operating systems, networks, and other IT services and infrastructure that would allow an attacker to compromise a system, steal data, or otherwise disrupt IT operations. Scanning the runtime environment of your services can help to identify unusual network traffic patterns.

Traffic 241

Traffic Java Network DevOps 241

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. Synthetic CI/CD testing simulates traffic to add an outside-in view to the analysis. Dynatrace news.

Monitoring 246

Monitoring Software Software DevOps 246

All Things Distributed

NOVEMBER 13, 2018

Currently we have 57 Availability Zones across 19 technology infrastructure Regions. Some of the largest enterprises and public sector organizations in Italy are using AWS to build innovations and power their businesses, drive cost savings, accelerate innovation, and speed time-to-market. million unique visits.

AWS 164

AWS Energy Automotive Traffic 164

The Netflix TechBlog

APRIL 29, 2019

An easy, though imprecise, way of thinking about Netflix infrastructure is that everything that happens before you press Play on your remote control (e.g., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in?

Open Source 280

Open Source Network Infrastructure Big Data 280

The Netflix TechBlog

JANUARY 11, 2022

Here we describe the role of Experimentation and A/B testing within the larger Data Science and Engineering organization at Netflix, including how our platform investments support running tests at scale while enabling innovation. but that would slow down our overall pace of innovation. Curious to learn more?

Innovation 245

Innovation Metrics Engineering Testing 245

Dynatrace

AUGUST 27, 2024

Delivering financial services requires a complex landscape of applications, hybrid cloud infrastructure, and third-party vendors. This can divert attention and resources from delivering better customer experience and innovation. Here are some of the key hurdles that institutions need to overcome: Complex digital ecosystems.

Best Practices 290

Best Practices Government DevOps Analytics 290

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. Once the system provisions the initial infrastructure, it then scales in response to the user workload.

Latency 239

Latency Storage Traffic Tuning 239

The Netflix TechBlog

JANUARY 10, 2024

We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. It served as the foundation for numerous encoding innovations developed by our team. This introductory blog focuses on an overview of our journey.

Processing 238

Processing Media Latency Innovation 238

All Things Distributed

MARCH 27, 2019

Many customers are modernizing their existing applications to become more agile and innovate faster. Examples of such capabilities include service discovery, application-level metrics and logs, traces to help debug traffic patterns, traffic shaping, and the ability to secure communication between services.

AWS 126

AWS Traffic Innovation Architecture 126

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. Traffic The traffic SLO example measures the amount of traffic or workload an application receives, either in terms of requests per second or data transfer rate. 54% deploy updates every two hours or less, and 20% deploy updates every minute or less.

Traffic 173

Traffic Website Latency DevOps 173

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 260

Latency Storage Cache Servers 260

Dynatrace

DECEMBER 8, 2020

In our increasingly digital world, the speed of innovation is key to business success. Cloud-native technologies, including Kubernetes and OpenShift, help organizations accelerate innovation. Dynatrace news. Open source has also become a fundamental building block of the entire cloud-native stack.

Cloud 306

Cloud Open Source Internet Internet 306

Scalegrid

JANUARY 8, 2024

AI-driven cloud solutions like ScaleGrid offer a diverse range of database hosting options, robust infrastructure optimized for scalability and security, and enable significant cost reductions, supporting businesses in efficient growth and improved ROI.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

All Things Distributed

DECEMBER 12, 2018

In April 2017, Amazon Web Services announced that it would launch a new AWS infrastructure region Region in Sweden. Today, we add to that presence with an infrastructure Region in Stockholm with three Availability Zones. They rely on the AWS Cloud for their entire infrastructure and use almost every AWS service available.

AWS 119

AWS Cloud Games Serverless 119

All Things Distributed

APRIL 11, 2018

I spend a lot of time talking to our customers and leaders at Amazon about innovation. In our industry, four years is a long time, but I think we've only just started exploring how this combination of code packaging, well-designed workflows, and the cloud can reshape the ability of developers to quickly build applications and innovate.

Cloud 115

Cloud AWS Innovation Traffic 115

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations. via bug fixes).

Media 178

Media Innovation Metrics Latency 178

All Things Distributed

JUNE 20, 2017

9GAG is a Hong Kong-based company responsible for 9gag.com , one of the top traffic websites in the world. They chose to use AWS in order to focus on developing their platform, instead of managing infrastructure. Their goal has been to ensure that their IT infrastructure sits as closely to their customers and users as possible.

AWS 126

AWS Logistics Cloud Social Media 126