The Netflix TechBlog

JUNE 30, 2020

Our mission in Studio Engineering is to build a unified, global, and digital studio that powers the effective production of amazing content. We combine our entertainment knowledge and our technical expertise to provide innovative technical solutions from the initial pitch of an idea to the moment our members hit play. What’s Next?

Engineering 238

Engineering Entertainment Logistics Innovation 238

Dynatrace

AUGUST 26, 2020

Today, the AI Breakthrough Awards announced its 2020 winners , recognizing the leading AI innovators and solutions. Dynatrace automatically collects data not just from metrics, traces, and logs, but also user experience and code-level insights – all in context and mapped into a topology.

Engineering 303

Engineering DevOps Innovation AWS 303

Dynatrace

OCTOBER 26, 2020

Dynatrace has recently enhanced its Metrics APIs, allowing everyone to send any type of metric with any set of data dimension to Davis, Dynatrace’s AI engine. All your JMeter results in Dynatrace for better performance engineering. One of the use cases is putting them on a dashboard next to your regular Dynatrace data.

Innovation 155

Innovation Metrics Hardware Games 155

Dynatrace

MARCH 15, 2024

As organizations strive for observability and data democratization, OpenTelemetry emerges as a key technology to create and transfer observability data. Understanding OpenTelemetry OpenTelemetry is an open, vendor-neutral standard for creating, collecting, and transferring telemetry data, like traces, metrics, and logs.

Open Source 130

Open Source Best Practices Infrastructure Tuning 130

Dynatrace

AUGUST 10, 2021

Because here is a group of people who thrive on discovering new things, transforming workplaces, and innovating in the true sense of the word, every single day. And, they got the chance to do just that at our recent event, DynatraceGo, which I’ll tell you a bit more about in this blog. DynatraceGo! DynatraceGo! And they were.

DevOps 246

DevOps Innovation Big Data Cloud 246

Dynatrace

SEPTEMBER 7, 2022

Dynatrace and the Dynatrace Intelligent Observability Platform have added support for the newly introduced Amazon VPC Flow Logs to Amazon Kinesis Data Firehose. This support enables customers to define specific endpoint delivery of real-time streaming data to platforms such as Dynatrace. What is VPC Flow Logs? Why Dynatrace?

Traffic 218

Traffic AWS Network Cloud 218

Dynatrace

DECEMBER 13, 2023

This year, they’ve been asked to do more with less, innovate faster, and tame the ever-increasing complexities of modern cloud environments. Data indicates these technology trends have taken hold. And a staggering 83% of respondents to a recent DevOps Digest survey have plans to adopt platform engineering or have already done so.

Technology 205

Technology Technology Artificial Intelligence Analytics 205

Dynatrace

DECEMBER 18, 2023

In the last blog post of this series, we delved into how Dynatrace, functioning as a deploy-stage orchestrator, solves the challenges confronted by Site Reliability Engineers (SREs) during the early of automating CI/CD processes. The steps outlined below show you how to achieve such a proactive solution.

Testing 253

Testing Best Practices Performance Testing Engineering 253

Dynatrace

MARCH 18, 2024

OpenTelemetry standardizes how organizations instrument, generate, and collect telemetry data for analysis and provides community-based support. Because of its flexibility, this open source approach to instrumenting and collecting telemetry data is becoming increasingly important in large-size organizations.

Scalability 265

Scalability Open Source Analytics Innovation 265

DZone

MAY 5, 2023

Apache Kafka and Apache Flink are increasingly joining forces to build innovative real-time stream processing applications. The Tremendous Adoption of Apache Kafka and Apache Flink Apache Kafka became the de facto standard for data streaming.

Open Source 246

Open Source Storage Innovation Engineering 246

Dynatrace

FEBRUARY 10, 2023

Data proliferation—as well as a growing need for data analysis—has accelerated. 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. We’ll post news here as it happens!

Efficiency 278

Efficiency Performance Analytics DevOps 278

Dynatrace

FEBRUARY 28, 2024

In the previous blog post of this series , we discussed the crucial role of Dynatrace as an orchestrator that steps in to stop the testing phase in case of any errors. In this blog post of the series, we will explore the use of Site Reliability Guardian (SRG) in more detail.

DevOps 205

DevOps Metrics Engineering Analytics 205

Dynatrace

JANUARY 18, 2023

As organizations accelerate innovation to keep pace with digital transformation, DevOps observability is becoming a critical key to success for DevOps and DevSecOps teams. However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging.

DevOps 200

DevOps Best Practices Innovation Strategy 200

The Netflix TechBlog

MARCH 5, 2019

Netflix’s engineering culture is predicated on Freedom & Responsibility, the idea that everyone (and every team) at Netflix is entrusted with a core responsibility and they are free to operate with freedom to satisfy their mission. In the Reliability space, our data teams focus on two main approaches.

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

Dynatrace

NOVEMBER 17, 2023

In the first blog post of this series , we explored how the Dynatrace ® observability and security platform boosts the reliability of Site Reliability Engineers (SRE) CI/CD pipelines and enhances their ability to focus on innovation. In this blog post, we’ll focus on the first stage of the pipeline, the Build stage.

Innovation 225

Innovation Architecture Code Processing 225

Dynatrace

JULY 20, 2022

While development teams focus on innovation and quick release cycles, operations teams and Site Reliability Engineers (SREs) focus on stability. Of course, your customers expect both fast innovation and reliability. The post Uplevel production resiliency with automated problem remediation appeared first on Dynatrace blog.

DevOps 231

DevOps Cloud Innovation Tuning 231

Dynatrace

NOVEMBER 9, 2022

According to some data, 93% of technologists find cloud application modernization challenging. Moreover, according to IDC data,? For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. 5 Steps to accelerate your cloud migration with Dynatrace – blog .

AWS 130

AWS Cloud Serverless DevOps 130

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty This blog post will cover how Psyberg helps automate the end-to-end catchup of different pipelines, including dimension tables. In the previous installments of this series, we introduced Psyberg and delved into its core operational modes: Stateless and Stateful Data Processing.

Tuning 244

Tuning Processing C++ Efficiency 244

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. It also shows how data observability relates to business outcomes as organizations embrace generative AI. RAG augments user prompts with relevant data retrieved from outside the LLM.

Cache 206

Cache Azure Infrastructure Monitoring 206

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. Encoding drastically reduces the amount of video data that needs to be streamed to your device, by leveraging spatial and temporal redundancies that exist in a video.

Network 292

Network Media Innovation Efficiency 292

Percona

AUGUST 9, 2023

MySQL 8 brought a significant architectural transformation by replacing the traditional MyISAM-based system tables with the Transaction Data Dictionary (TDD), a more efficient and reliable approach. The primary goal of the Transaction Data Dictionary (TDD) is to enhance the overall performance, stability, and scalability of MySQL databases.

Database 82

Database Storage Scalability Games 82

Dynatrace

APRIL 19, 2021

The industry’s move to dynamic, multicloud, and hybrid-cloud environments, which produce an immense volume, velocity, and variety of data, has increased cloud complexity, and brought the need for automation and intelligence, in addition to observability, to the forefront. We are grateful for this recognition.

DevOps 264

DevOps Innovation Speed Infrastructure 264

Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018).

Performance 244

Performance Education Innovation Software Architecture 244

Dynatrace

FEBRUARY 10, 2022

Today, businesses are racing ever faster to accommodate customer demands and innovate without sacrificing product quality or security. They bring a scale and complexity that is well beyond that of the data center world and it isn’t manageable manually.”. Dynatrace news. Dynatrace CEO Rick McConnell at Perform 2022 in Las Vegas.

Artificial Intelligence 187

Artificial Intelligence Performance Innovation Speed 187

Dynatrace

OCTOBER 25, 2022

The need for developers and innovation is now even greater. Organizations would still need a skeletal staff that can focus on innovation and oversee exception-based operations. By greatly reducing the effort required by the operations side of the equation, teams have more time to innovate and optimize processes.

DevOps 219

DevOps Big Data Cloud Innovation 219

Dynatrace

JANUARY 31, 2022

Key takeaways from this article on modern observability for serverless architecture: As digital transformation accelerates, organizations need to innovate faster and continually deliver value to customers. As digital transformation accelerates, organizations need to innovate faster. Dynatrace news.

Serverless 179

Serverless Architecture Open Source Innovation 179

Dynatrace

JANUARY 13, 2022

Still, while DevOps practices enable developer agility and speed as well as better code quality, they can also introduce complexity and data silos. More seamless handoffs between tasks in the toolchain can improve DevOps efficiency, software development innovation, and better code quality. They need automated DevOps practices.

DevOps 270

DevOps Speed Artificial Intelligence Innovation 270

Dynatrace

JUNE 28, 2022

Although most organizations invest in innovative mobile app development, not many allocate enough resources toward delivering and measuring the high-quality user experiences customers expect. So, the team decided to leverage mobile analytics data to deliver a seamless user experience. Analyze the data and develop an action plan.

Mobile 214

Mobile Analytics Best Practices Software Engineering 214

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. Collecting data requires massive and ongoing configuration efforts.

Cloud 260

Cloud Azure Analytics AWS 260

The Netflix TechBlog

MAY 21, 2022

We are excited to share a sneak peek of the event with you in this blog post through selected examples of the talks, giving a behind the scenes look at our community and the breadth of causal inference at Netflix. We look forward to connecting with you through a future external event and additional blog posts!

Entertainment 218

Entertainment Best Practices Innovation Testing 218

Dynatrace

NOVEMBER 29, 2022

In my previous blog post, Path to NoOps part 1: How modern AIOps brings NoOps within reach, I explored the aspirations of NoOps and how modern AIOps makes it possible. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code.

Infrastructure 174

Infrastructure Code Cloud DevOps 174

The Netflix TechBlog

NOVEMBER 11, 2022

By Vi Iyengar , Keila Fong , Hossein Taghavi , Andy Yao , Kelli Griggs , Boris Chen , Cristina Segalin , Apurva Kansara , Grace Tang , Billur Engin , Amir Ziai , James Ray , Jonathan Solorzano-Hamilton Welcome to the first post in our multi-part series on how Netflix is developing and using machine learning (ML) to help creators make better media?—?

Media 239

Media Virtualization Efficiency Innovation 239

Dynatrace

SEPTEMBER 28, 2021

Teams are using concepts from site reliability engineering to create SLO metrics that measure the impact to their customers and leverage error budgets to balance innovation and reliability. It can be challenging to cut through the massive volume of telemetry data and quickly understand the impact on your business and customers.

Metrics 304

Metrics Innovation Monitoring Software 304

Dynatrace

JULY 16, 2021

In this blog, I want to guide you through the steps of implementing release quality gates in your delivery automation or as we often call it “ Shift-Left SLOs with Quality Gates ”. The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project.

DevOps 245

DevOps Open Source Cloud Azure 245

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. Flow log data can be published to Amazon CloudWatch Logs or Amazon S3 after which you can retrieve and view its data in the Dynatrace Intelligent Observability Platform. What is VPC Flow Logs. Log Events.

AWS 220

AWS Transportation Network Traffic 220

Dynatrace

DECEMBER 30, 2021

Using automatic and intelligent observability promotes faster innovation, greater efficiency, and better business outcomes. As a result, they need data, intelligence, and automation to manage dynamic, multicloud environments. An AI engine needs to be integrated into the cloud observability platform, not bolted on.

Strategy 225

Strategy Energy Cloud Innovation 225

Dynatrace

DECEMBER 14, 2021

The Dynatrace Software Intelligence Platform — powered by the causal AI engine, Davis ® is the only observability platform for Kubernetes with continuous automation that identifies and prioritizes alerts from applications and infrastructure without changing code, container images, or deployments.? appeared first on Dynatrace blog.

DevOps 223

DevOps Infrastructure Innovation Google 223