The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. This insight led us to build Edgar: a distributed tracing infrastructure and user experience. Our distributed tracing infrastructure is grouped into three sections: tracer library instrumentation, stream processing, and storage.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

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. Microsoft initially designed the OS for internal use to develop and manage Azure services. What is Azure Linux?

Azure 226

Azure Monitoring Operating System Virtualization 226

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. What is AWS observability? And why it matters. Amazon EC2.

Best Practices 211

Best Practices AWS Monitoring Serverless 211

Dynatrace

APRIL 26, 2022

Digital experience monitoring (DEM) allows an organization to optimize customer experiences by taking into account the context surrounding digital experience metrics. What is digital experience monitoring? Primary digital experience monitoring tools.

Monitoring 203

Monitoring Social Media IoT Metrics 203

Dynatrace

SEPTEMBER 15, 2023

In the 2023 Magic Quadrant for Application Performance Monitoring (APM) and Observability, Gartner has named Dynatrace a Leader and positioned it highest for Ability to Execute and furthest for Completeness of Vision. Although implementations are nascent, the security capabilities of APM and observability tools have proved to be valuable.

Monitoring 245

Monitoring Performance Analytics DevOps 245

Dynatrace

JULY 10, 2023

Dynatrace also named a Gartner Customers’ Choice Customers also named Dynatrace a Customers’ Choice in the latest Gartner® Peer Insights™ Voice of the Customer: Application Performance Monitoring report, from November 2022. Director of infrastructure, software sector “ Strong technology and stronger people.

Monitoring 220

Monitoring Retail Performance Government 220

Dynatrace

APRIL 29, 2021

Cloud integration and application performance monitoring at the federal level is in full force. Managing the mission with cloud monitoring. The EMCA recently implemented a new monitoring approval process, which breaks down details such as how a system functions, how information is being shared, and the overall software capabilities.

Artificial Intelligence 140

Artificial Intelligence Cloud Monitoring Education 140

Dynatrace

MARCH 18, 2024

Empowering teams to manage their FinOps practices, however, requires teams to have access to reliable multicloud monitoring and analysis data. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time. Dynatrace looks inside the machine and immediately tells you what’s running on it.

Best Practices 232

Best Practices Strategy Cloud AWS 232

Dynatrace

MAY 2, 2024

Hybrid cloud infrastructure explained: Weighing the pros, cons, and complexities – blog While hybrid cloud infrastructure increases flexibility, it also introduces complexity. Observability is critical for monitoring application performance, infrastructure, and user behavior within hybrid, microservices-based environments.

Artificial Intelligence 229

Artificial Intelligence Cloud Best Practices DevOps 229

Dynatrace

MAY 12, 2021

Kubernetes (K8s) is the platform of choice for many organizations, providing a portable, extensible, open-source solution designed to streamline containerized workload oversight. According to InfoQ , Kubernetes monitoring offers substantial benefits for container management, but it’s not a complete platform in and of itself.

Monitoring 184

Monitoring Infrastructure Open Source Metrics 184

The Netflix TechBlog

OCTOBER 27, 2021

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task.

Open Source 222

Open Source Monitoring Scalability Code 222

Dynatrace

JANUARY 31, 2024

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. Estimates show that NVIDIA, a semiconductor manufacturer, could release 1.5 million AI server units annually by 2027, consuming 75.4+

Cache 204

Cache Azure Infrastructure Monitoring 204

Dynatrace

JANUARY 6, 2021

If we think back to just a few years ago when most application workloads were primarily monolithic and deployed on-premise, it was fairly simple to gain observability by collecting some logs, metrics and traces, since all the infrastructure was self-owned and the scale was manageable.

Monitoring 203

Monitoring Cloud Open Source Google 203

Dynatrace

JUNE 7, 2023

A typical design pattern is the use of a semantic search over a domain-specific knowledge base, like internal documentation, to provide the required context in the prompt. OneAgent automatic injection of monitoring and tracing code works not only for the NodeJS language binding but also when using the raw HTTPS request in NodeJS.

Monitoring 164

Monitoring Latency Metrics Azure 164

Dynatrace

MARCH 29, 2024

Using these tools, organizations can scale faster with real-time insights into their Google Cloud infrastructure, enhanced by AI-powered context from Davis. Dynatrace and Google Cloud collaborate seamlessly, offering ready-to-use functions like AlloyDB, BigQuery, and CloudSQL.

Google 261

Google Innovation Cloud Analytics 261

DZone

OCTOBER 27, 2023

This dedicated infrastructure layer is designed to cater to service-to-service communication, offering essential features like load balancing, security, monitoring, and resilience. To maintain the reliability, security, and performance of your microservices , you need a well-structured service mesh.

Traffic 231

Traffic Best Practices Architecture Infrastructure 231

Dynatrace

JANUARY 25, 2020

This means that you should ask the following: Does your monitoring solution work with SAP both on-premise and within cloud infrastructure ? Cover all your monitoring needs across your entire SAP product portfolio with Dynatrace. Monitor, analyze, and boost customer experience on SAP C/4HANA and SAP Cloud Platform.

Monitoring 143

Monitoring Performance C++ Infrastructure 143

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 203

Government Infrastructure Programming Cloud 203

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. Auto-detection starts monitoring new virtual machines as they are deployed. Dynatrace is proud to be an AWS launch partner in support of Amazon Linux 2023 (AL2023).

AWS 281

AWS Lambda Serverless Virtualization 281

Dynatrace

APRIL 4, 2023

Even in higher education, IT staff depend on key visibility into their complex ecosystems of applications and infrastructure to monitor and manage application health. They also explored how Dynatrace is advancing visibility and health monitoring with new AI-driven health view features.

Education 215

Education Monitoring C++ Design 215

Dynatrace

MARCH 13, 2024

The directive mandates operators of critical infrastructure and essential services to implement appropriate security measures and promptly report any incidents to the relevant authorities and affected parties. As the pace of digital transformation accelerates, the cloud applications supporting digital infrastructure become more complex.

Best Practices 227

Best Practices Education Strategy Analytics 227

Dynatrace

APRIL 10, 2023

According to the Dynatrace “2022 Global CIO Report,” 79% of large organizations use multicloud infrastructure. Moreover, organizations have to balance maintaining security, retaining cloud management expertise, and managing infrastructure performance. Rural lifestyle retail giant Tractor Supply Co.

Cloud 171

Cloud Ecommerce Performance Retail 171

Dynatrace

NOVEMBER 8, 2021

Application performance monitoring (APM) solutions have evolved in recent years, and organizations now have plenty of options to choose from when selecting the right tools for their needs. APM solutions track key software application performance metrics using monitoring software and telemetry data. Dynatrace news.

Artificial Intelligence 232

Artificial Intelligence Monitoring Infrastructure Cloud 232

Dynatrace

NOVEMBER 3, 2023

already address SNMP, WMI, SQL databases, and Prometheus technologies, serving the monitoring needs of hundreds of Dynatrace customers. JMX monitoring extensions are currently being migrated. are technologically very different, Python and JMX extensions designed for Extension Framework 1.0 Extensions 2.0 Dynatrace Extensions 1.0

Technology 246

Technology Technology Scalability Availability 246

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 226

Systems Media Cache Open Source 226

Dynatrace

DECEMBER 15, 2022

ITOps is an IT discipline involving actions and decisions made by the operations team responsible for an organization’s IT infrastructure. ITOps refers to the process of acquiring, designing, deploying, configuring, and maintaining equipment and services that support an organization’s desired business outcomes.

Artificial Intelligence 202

Artificial Intelligence DevOps Hardware Virtualization 202

Dynatrace

JULY 23, 2019

While Flask , described as a micro framework for building web applications, is designed to be simpler, more flexible, and also allow for more fine-grained control during development. The application I want to monitor is called Flaskr. I would like to monitor that functionality as a separate service. dbinfo = getdbinfo().

Monitoring 136

Monitoring Software Software Database 136

Dynatrace

SEPTEMBER 9, 2022

Based on IDC’s research, 83% of enterprises are rationalizing, or optimizing, their technology infrastructure. According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. Monitor and measure progress during the migration.

Strategy 226

Strategy Benchmarking Serverless Infrastructure 226

Dynatrace

OCTOBER 28, 2021

The many disaster scenarios and outcomes allow chaos engineers to better model what happens to applications and microservices, which gives them increasing intelligence to share with developers to perfect software and cloud-native infrastructure. The history of chaos engineering. Netflix pioneered chaos engineering out of necessity.

Engineering 225

Engineering Entertainment Cloud Infrastructure 225

Dynatrace

JUNE 7, 2023

Container orchestration allows an organization to digitally transform at a rapid clip without getting bogged down by slow, siloed development, difficult scaling, and high costs associated with optimizing application infrastructure. This flexibility helps organizations avoid vendor lock-in. Networking.

Open Source 206

Open Source Social Media Infrastructure Operating System 206

Percona Community

AUGUST 4, 2022

Percona Monitoring and Management (PMM) is an open source database monitoring, observability, and management tool that can be used for monitoring the health of your database infrastructure, exploring new patterns in database behavior, and managing and improving the performance of your databases no matter where they are located or deployed.

Monitoring 52

Monitoring Open Source Database Infrastructure 52

Dynatrace

SEPTEMBER 22, 2022

Automating tasks throughout the SDLC helps software development and operations teams collaborate while continuously improving how they design, build, test, deploy, release, and monitor software applications. It’s also a component of digital experience monitoring (DEM). Automated application monitoring.

DevOps 188

DevOps Innovation Speed Monitoring 188

Dynatrace

NOVEMBER 23, 2020

Typically, Kubernetes monitoring is managed using a separate dashboard (like the Kubernetes Dashboard or the Grafana App for Kubernetes ) that shows the state of the cluster and alerts when anomalies occur. To protect yourself from this, you want to instrument your application to provide deep monitoring insights.

Virtualization 161

Virtualization Infrastructure Monitoring Cloud 161

Dynatrace

JUNE 13, 2022

“The Dynatrace platform’s extensive observability spans applications, infrastructure, user experience, application security, and the latest open source standards, including OpenTelemetry. Gartner,, Magic Quadrant for Application Performance Monitoring and Observability, Padraig Byrne, Gregg Siegfried and Mrudula Bangera, 7 June 2022.

Innovation 202

Innovation Cloud Open Source Monitoring 202

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Customers can monitor their Function URLs with new CloudWatch metrics such as UrlRequestCount, Url4xxError, Url5xxError, and UrlLatency.

Lambda 166

Lambda AWS Serverless Infrastructure 166

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. Access management improves overall security by enforcing strict access policies, managing user privileges to resources, and monitoring cloud identities to prevent unnecessary entitlements.

Strategy 130

Strategy Cloud Best Practices Government 130

Dynatrace

MAY 5, 2021

Dynatrace Operator for OneAgent, API monitoring, routing, and more. 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.

Cloud 224

Cloud Traffic Monitoring Open Source 224