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. All these micro-services are currently operated in AWS cloud infrastructure.

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. Because of its adaptability, Prometheus has become an essential tool for observability engineering. Jolly good!

Metrics 171

Metrics Engineering Energy Tuning 171

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Dynatrace news. SRE focuses on automation. SRE drives a “shift left” mindset.

Engineering 170

Engineering DevOps Government Latency 170

Uber Engineering

AUGUST 14, 2019

In our experience, optimizing for operational efficiency requires answering one key question: for which tables does the maintenance cost supersede utility? Once identified, … The post Less is More: Engineering Data Warehouse Efficiency with Minimalist Design appeared first on Uber Engineering Blog.

Efficiency 99

Efficiency Engineering Design Storage 99

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Composite’ AI, platform engineering, AI data analysis through custom apps This focus on data reliability and data quality also highlights the need for organizations to bring a “ composite AI ” approach to IT operations, security, and DevOps.

Performance 179

Performance DevOps Innovation Artificial Intelligence 179

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 196

DevOps Metrics Engineering Analytics 196

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Data dependencies and framework intricacies require observing the lifecycle of an AI-powered application end to end, from infrastructure and model performance to semantic caches and workflow orchestration.

Cache 199

Cache Azure Infrastructure Monitoring 199

Dotcom-Montior

OCTOBER 6, 2021

A site reliability engineer, or SRE, is a role that that encompasses aspects of both software engineering and operations/infrastructure. The term site reliability engineering first came into existence at Google in 2003 when a site reliability team was created. At that time, the team was made up of software engineers.

Engineering 67

Engineering DevOps Monitoring Google 67

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. This saves infrastructure and application teams time and resources and empowers them to act collaboratively.

Azure 220

Azure Monitoring Operating System Virtualization 220

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

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. While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

NOVEMBER 9, 2022

But many companies’ IT infrastructure doesn’t start out in the cloud. Many organizations turn to cloud migration and cloud application modernization to gain the benefits of serverless environments, such as flexibility, scalability, and more cost-effective cloud infrastructure. . – blog . And Gartner predicts that?

AWS 130

AWS Cloud Serverless DevOps 130

Dynatrace

JULY 6, 2022

As organizations continue to adopt multicloud strategies, the complexity of these environments grows, increasing the need to automate cloud engineering operations to ensure organizations can enforce their policies and architecture principles. This requires significant data engineering efforts, as well as work to build machine-learning models.

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

The Netflix TechBlog

NOVEMBER 29, 2023

As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Krasula, A.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. What are the use cases for log analytics? Better-quality code.

Analytics 207

Analytics Storage Retail Monitoring 207

Dynatrace

JANUARY 17, 2023

This results in site reliability engineers nudging development teams to add resource attributes, endpoints, and tokens to their source code. These investments contribute to our goal of OpenTelemetry signal collection at massive scale without the cost of do-it-yourself infrastructure, maintenance, and support.

Analytics 272

Analytics Metrics Open Source Java 272

Dynatrace

FEBRUARY 14, 2020

Modern microservices infrastructure commonly contain thousands of individual business-critical services and related dependencies. Managing highly dynamic service and application infrastructures with a CMDB database can be cumbersome and error prone. appeared first on Dynatrace blog. Dynatrace news.

Infrastructure 230

Infrastructure Website Monitoring Efficiency 230

Dynatrace

JULY 29, 2022

As companies migrate their infrastructure and development workloads to the cloud, there are numerous use cases for log analytics. Consider the following ways teams can apply log analytics to on-premises and multicloud infrastructures: Application deployment verification. What are the use cases for log analytics? Better-quality code.

Analytics 175

Analytics Storage Retail Monitoring 175

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 240

AWS Efficiency Azure Cloud 240

Dynatrace

JULY 12, 2022

AIOps and observability for infrastructure management. This kind of IT automation “ingests data from every layer in the stack — from the infrastructure layer to the application layer and even user experience data,” says Bipin Singh, director of product marketing at Dynatrace. And then we never see these issues manifest again.

Innovation 212

Innovation Infrastructure DevOps Azure 212

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 238

Code Monitoring Best Practices Infrastructure 238

Dynatrace

FEBRUARY 14, 2020

With Dynatrace & ServiceNow Orchestration, IT can automate manual tasks and improve operational IT efficiency, increase enterprise agility, and allocate more time and expertise to providing strategic value to the enterprise. Visit our website or install the Dynatrace ServiceNow app within your own ServiceNow environment.

Website 195

Website Infrastructure Efficiency Engineering 195

Dynatrace

FEBRUARY 8, 2021

Putting logs into context with metrics, traces, and the broader application topology enables and improves how companies manage their cloud architectures, platforms and infrastructure, optimizing applications and remediate incidents in a highly efficient way. Now, Dynatrace applies Davis, its AI engine, to monitor the new log sources.

Cloud 256

Cloud Azure Analytics AWS 256

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. DevOps, together with complementary technologies and tactics, such as site reliability engineering (SRE) , has the potential to transform the business.

AWS 222

AWS Lambda Artificial Intelligence Serverless 222

Dynatrace

APRIL 15, 2022

As organizations expand their cloud footprints, they are combining public, private, and on-premises infrastructures. But modern cloud infrastructure is large, complex, and dynamic — and over time, this cloud complexity can impede innovation. Operations teams can run more efficiently. Dynatrace news.

Cloud 171

Cloud Infrastructure Innovation Monitoring 171

Dynatrace

NOVEMBER 10, 2020

As a leader in cloud infrastructure and platform services , the Google Cloud Platform is fast becoming an integral part of many enterprises’ cloud strategies. Dynatrace provides out-of-the-box distributed tracing for Kubernetes and Google App Engine stacks, as well as full-stack Kubernetes Container Optimized OS support.

Google 213

Google Cloud Serverless Innovation 213

Dynatrace

JULY 25, 2022

Automate cloud operations and trigger remediation workflow to enhance efficiency. Dynatrace uses your data and its sophisticated AI causation engine Davis® to automatically detect performance anomalies in applications, services, and infrastructure. The Dynatrace problem-detection-and-analysis advantage.

AWS 210

AWS Transportation Network Traffic 210

Dynatrace

APRIL 10, 2020

In my last blog I covered how our Engineering Productivity (EP) and Infrastructure & Services (IAS) Teams are ensuring that our DevOps tool chain is running as expected, even while workloads have shifted as our global engineering teams are now working from home. Dynatrace news.

Java 252

Java Performance DevOps Engineering 252

The Netflix TechBlog

DECEMBER 8, 2021

Project by Netflix’s Cloud Infrastructure Security team ( Alex Bainbridge , Mike Grima , Nick Siow) Cloud security is a hard problem, but an even harder one is cloud security at scale. We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure.

AWS 196

AWS Cloud Infrastructure Scalability 196

Dynatrace

DECEMBER 6, 2021

Taking an end-to-end responsibility for our customers’ critical infrastructure and applications, we are always striving to optimize the performance of our industrialized platform. These benefits are then extended to the customers on our managed platform for them to drive more efficiency and better business outcomes.

Innovation 170

Innovation Strategy Technology Technology 170

Dynatrace

FEBRUARY 13, 2020

Next-gen Infrastructure Monitoring. Next up, Steve introduced enhancements to our infrastructure monitoring module. Davis now automatically provides thresholds and baselining algorithms for all infrastructure performance and reliability metrics to easily scale infrastructure monitoring without manual configuration.

Performance 228

Performance Analytics Mobile Innovation 228

Dynatrace

APRIL 30, 2021

Many organizations that have integrated their software development and operations into DevOps practices struggle with efficiency because they’re juggling disparate DevOps tools, or their tools aren’t meeting their needs. This allows us to scale NoOps, scale our processes and tools, and really provide autonomy to our engineers.

DevOps 206

DevOps Speed Efficiency Engineering 206

Dynatrace

APRIL 28, 2020

In addition to APM , th is platform offers our customers infrastructure monitoring spanning logs and metrics, digital business analytics, digital experience monitoring, and AIOps capabilities. T he Dynatrace Software Intelligence Platform includes multiple modules, underpinned by a common data model.

DevOps 236

DevOps Innovation Monitoring Analytics 236

Dynatrace

OCTOBER 14, 2020

Dynatrace enables our customers to monitor and optimize their cloud infrastructure and applications through the Dynatrace Software Intelligence Platform. The post Dynatrace for Developers: Fixing memory leaks in our cloud-native services on k8s appeared first on Dynatrace blog. Houston, we have a problem!

Cloud 222

Cloud Development Open Source Monitoring 222

Dynatrace

MAY 3, 2022

As part of Dynatrace’s 2022 Perform event, Dynatrace’s Illana Labuschagne, portfolio manager of ACE services joined David Jones, director of sales engineering, and Joel Alcon, director of product marketing to discuss how different approaches to AI for multicloud monitoring can impact operations. Planned complexity.

Cloud 171

Cloud DevOps Architecture Technology 171

Dynatrace

DECEMBER 15, 2022

In this blog, we share three log ingestion strategies from the field that demonstrate how building up efficient log collection can be environment-agnostic by using our generic log ingestion application programming interface (API). Yet observability into syslog data on Dynatrace would help you monitor and troubleshoot infrastructure.

Strategy 174

Strategy AWS Open Source Transportation 174

Dynatrace

OCTOBER 20, 2020

Certified for Red Hat OpenShift, Dynatrace is now available on the Red Hat Marketplace for customers to try, buy, and deploy, to manage their enterprise applications and infrastructure across their dynamic multi-cloud environments. You can start your own Dynatrace free trial on the Red Hat Marketplace now!

Automotive 150

Automotive DevOps Software Software 150