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 230

Open Source Monitoring Scalability Code 230

Scalegrid

MAY 13, 2020

It can scale towards a multi-petabyte level data workload without a single issue, and it allows access to a cluster of powerful servers that will work together within a single SQL interface where you can view all of the data. This feature-packed database provides powerful and rapid analytics on data that scales up to petabyte volumes.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

MAY 8, 2023

Today’s organizations are constantly enhancing their systems and services as new opportunities arise, inspiring new forms of collaboration while relying on open ecosystems and open source software. To realize the benefits of open ecosystems, organizations must plan for ecosystem-level observability.

Open Source 246

Open Source Strategy Lambda Metrics 246

Dynatrace

OCTOBER 15, 2021

These are just a few of the open-source technologies you may encounter as you research observability solutions for managing complex multicloud IT environments and the services that run on them. Of these open-source observability tools, one stands out. Source: OpenTelemetry Documentation. What is telemetry data?

Open Source 246

Open Source Metrics Cloud Transportation 246

Dynatrace

FEBRUARY 4, 2025

It also makes the process risky as production servers might be more exposed, leading to the need for real-time production data. This is why were excited to announce the launch of Dynatrace Live Debugger , a revolutionary tool that provides developers with visibility and data access to their running applications. Browse your code.

Open Source 223

Open Source Code Engineering Best Practices 223

Dynatrace

MARCH 5, 2025

Log ingestion can seem daunting when getting started with Dynatrace, especially when staring at an empty screen in the Logs or Clouds apps. The newly introduced step-by-step guidance streamlines the process, while quick data flow validation accelerates the onboarding experience even for power users. Configuration is fully customizable.

Open Source 211

Open Source IoT Cloud Azure 211

Alex Podelko

SEPTEMBER 8, 2020

Some time ago Federico Toledo published Performance Testing with Open Source Tools- Busting The Myths. Otherwise we wouldn’t see so many commercial tools built on the top of open source including BlazeMeter (it is ironic that the article is posted on the BlazeMeter site), Flood, and OctoPerf.

Open Source 223

Open Source Performance Testing Testing Performance 223

Scalegrid

OCTOBER 18, 2024

Structured Query Language (SQL) is a simple declarative programming language utilized by various technology and business professionals to extract and transform data. Visualization & Reporting: Can the tool generate reports or visual representations like ER diagrams, data charts, or query execution plans?

Open Source 147

Open Source Database Cloud Operating System 147

Dynatrace

MARCH 15, 2024

For example, a supported syslog component must support the masking of sensitive data at capture to avoid transmitting personally identifiable information or other confidential data over the network. Log batching, enrichment, transformation, log source distinction, and application offloading are also regular requirements.

Open Source 246

Open Source Infrastructure Network Government 246

Dynatrace

OCTOBER 3, 2024

The complexity of modern cloud-native environments is ever-increasing. The latest State of Observability 2024 report shows that 86% of interviewed technology leaders see an explosion of data beyond humans’ ability to manage it. OpenPipeline then filters and preprocesses the data.

Cloud 299

Cloud Lambda AWS Analytics 299

Dynatrace

DECEMBER 8, 2020

Cloud-native technologies, including Kubernetes and OpenShift, help organizations accelerate innovation. Open source has also become a fundamental building block of the entire cloud-native stack. Why cloud-native applications, Kubernetes, and open source require a radically different approach to application security.

Cloud 306

Cloud Open Source Internet Internet 306

The Netflix TechBlog

DECEMBER 17, 2024

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. DJ stands out as an open source solution that is actively developed and stress-tested at Netflix.

Analytics 212

Analytics Engineering Entertainment Metrics 212

Dynatrace

JANUARY 13, 2021

The addition of OpenTelemetry is especially helpful for organizations looking at embedding OpenTelemetry into their applications as their data will automatically enrich PurePath’s distributed trace data. For this, they created a form where they fill data such as business unit, application name, application URL, etc.

Open Source 211

Open Source Code Monitoring Azure 211

Dynatrace

JUNE 15, 2023

Cloud application security is becoming more of a critical issue as cloud-based applications gain popularity. The cloud allows a modular approach to building applications, enabling development and operations teams to create and deploy feature-rich apps very quickly. What is cloud application security?

Cloud 245

Cloud Open Source Architecture Monitoring 245

Dynatrace

FEBRUARY 3, 2020

Self-Service Progressive Delivery of Microservices, Automated SLI/SLO based Quality Gates, Continuous Feedback through ChatOps and Automatic Remediation of Production Issues are some of the capabilities you expect from a modern cloud-native software delivery platform. The recent improvements released in Keptn 0.6,

Cloud 295

Cloud Open Source Google Scalability 295

Dynatrace

OCTOBER 11, 2021

In recent years, function-as-a-service (FaaS) platforms such as Google Cloud Functions (GCF) have gained popularity as an easy way to run code in a highly available, fault-tolerant serverless environment. What is Google Cloud Functions? Google Cloud Functions is a serverless compute service for creating and launching microservices.

Google 246

Google Cloud Serverless Azure 246

Scalegrid

MARCH 10, 2025

Whether youre a developer, database administrator, or data analyst, a good GUI can make everyday tasks faster, clearer, and less error-prone. Its built for users who want more than just basic queryingNavicat includes tools for data modeling, automation, team collaboration, and cloud integrations. Thats where MySQL GUIs come in.

Open Source 162

Open Source Database Design Cloud 162

Dynatrace

JANUARY 16, 2023

Modern, cloud-native computing is impossible to separate from containers and Kubernetes adoption. The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing.

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

MAY 1, 2023

With 99% of organizations using multicloud environments , effectively monitoring cloud operations with AI-driven analytics and automation is critical. IT operations analytics (ITOA) with artificial intelligence (AI) capabilities supports faster cloud deployment of digital products and services and trusted business insights.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 246

Dynatrace

FEBRUARY 8, 2021

Leveraging cloud-native technologies like Kubernetes or Red Hat OpenShift in multicloud ecosystems across Amazon Web Services (AWS) , Microsoft Azure, and Google Cloud Platform (GCP) for faster digital transformation introduces a whole host of challenges. Collecting data requires massive and ongoing configuration efforts.

Cloud 264

Cloud Azure Analytics Open Source 264

Dynatrace

JANUARY 21, 2022

Key takeaways from this article on vulnerability management for cloud application security: Today’s cloud apps with their fast innovation cycles and frequent use of open-source libraries must address a gap for runtime vulnerability management in production environments. Dynatrace news. Contextual insight.

Strategy 246

Strategy Cloud DevOps Open Source 246

Dynatrace

JULY 12, 2022

With AWS Summit taking place July 12 in New York City, Dynatrace will release new data from its global chief information security officer (CISO) survey, revealing the state of vulnerability management in the financial services sector. The impact of open source code on runtime application security. Dynatrace news.

Cloud 244

Cloud Open Source Serverless Innovation 244

Dynatrace

APRIL 11, 2023

Today’s organizations face increasing pressure to keep their cloud-based applications performing and secure. Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. In many cases, organizations don’t discover vulnerabilities until after they have been exploited.

Cloud 246

Cloud DevOps Open Source Retail 246

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. Observability relies on telemetry derived from instrumentation that comes from the endpoints and services in your multi-cloud computing environments.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

JUNE 27, 2023

Logs complement metrics and enable automation Cloud practitioners agree that observability, security, and automation go hand in hand. The increasing complexity of cloud service architectures requires a rock-solid understanding of the activity, health status, and security of cloud services.

AWS 246

AWS Cloud Lambda Analytics 246

Dynatrace

OCTOBER 4, 2022

Some time ago, at a restaurant near Boston, three Dynatrace colleagues dined and discussed the growing data challenge for enterprises. At its core, this challenge involves a rapid increase in the amount—and complexity—of data collected within a company. Work with different and independent data types. Thus, Grail was born.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Percona

APRIL 28, 2023

We are a company of open source proponents. We’re also dedicated and active participants in the global open source community. Both open source and proprietary options have advantages. With open source database software , anyone in the general public can access the source code, read it, and modify it.

Open Source 134

Open Source Database Software Software 134

Dynatrace

JUNE 20, 2023

Modern IT organizations are generating more data from more tools and technologies than ever. Data is proliferating in separate silos from containers and Kubernetes to open source APIs and software to serverless compute services, such as AWS and Azure.

Open Source 246

Open Source Google Serverless Azure 246

Dynatrace

SEPTEMBER 27, 2024

Carbon Impact leverages business events , a special data type designed to support the real-time accuracy and long-term granularity demands common to business use cases. Use DQL to perform ad-hoc analysis of energy consumption and carbon emissions Carbon Impact simplifies evaluating your carbon footprint at data center and host levels.

Energy 246

Energy Infrastructure Cloud Best Practices 246

Dynatrace

FEBRUARY 15, 2023

Cloud environments—including multicloud, hybrid, and cloud-native ecosystems—offer unmatched agility, scalability, and cost-effectiveness, though they also present new challenges and complexities that are impossible to manage manually.

Cloud 244

Cloud DevOps Code Open Source 244

Dynatrace

FEBRUARY 13, 2025

Those in the observability space are no strangers to OpenTelemetry (OTel) , a vendor-neutral, open source project of the Cloud Native Computing Foundation (CNCF). Since its inception, it has become one of the CNCFs most active open source projects second only to Kubernetes. However, gRPC is not yet supported.

Open Source 147

Open Source Metrics C++ Java 147

Scalegrid

SEPTEMBER 16, 2019

PostgreSQL graphical user interface (GUI) tools help these open source database users to manage, manipulate, and visualize their data. Offers great visualization to help you interpret your data. The window-based interface makes it much easier to manage your PostgreSQL data. pgAdmin Cost: Free (open source).

Open Source 262

Open Source Database Azure Cloud 262

Dynatrace

NOVEMBER 18, 2021

Cloud-native observability is a prerequisite for companies that need to meet these expectations. A key element of effectively leveraging observability is analyzing telemetry data in context. This provides a holistic view, advanced analytics, and AI-powered answers for cloud optimization and troubleshooting. Dynatrace news.

Analytics 246

Analytics Cloud Java Serverless 246

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 299

Scalability Open Source Analytics Innovation 299

DZone

SEPTEMBER 2, 2024

Are you ready to get started with cloud-native observability and telemetry pipelines? This article is part of a series exploring a workshop guiding you through the open source project Fluent Bit, what it is, a basic installation, and setting up the first telemetry pipeline project.

Open Source 291

Open Source Cloud 291

Dynatrace

SEPTEMBER 21, 2023

Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms. But while moving workloads to the cloud brings overall carbon emissions down, the cloud computing carbon footprint itself is growing. Certainly, this is true for us.

Cloud 264

Cloud Energy Airlines Strategy 264

Dynatrace

SEPTEMBER 29, 2021

If cloud-native technologies and containers are on your radar, you’ve likely encountered Docker and Kubernetes and might be wondering how they relate to each other. A standard Docker container can run anywhere, on a personal computer (for example, PC, Mac, Linux), in the cloud, on local servers, and even on edge devices.

Open Source 334

Open Source DevOps Traffic Cloud 334