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

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

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 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

MARCH 15, 2024

As organizations strive for observability and data democratization, OpenTelemetry emerges as a key technology to create and transfer observability data. This collector, fully supported and maintained by Dynatrace, is entirely open source. A collector helps developers control their telemetry data streams for each signal.

Open Source 306

Open Source Best Practices Infrastructure Tuning 306

DZone

SEPTEMBER 14, 2023

In today's data-driven world, efficient data processing plays a pivotal role in the success of any project. Apache Spark , a robust open-source data processing framework, has emerged as a game-changer in this domain.

Big Data 279

Big Data Processing Open Source Games 279

DZone

FEBRUARY 21, 2023

In this hands-on lab from ScyllaDB University, you will learn how to use the ScyllaDB CDC source connector to push the row-level changes events in the tables of a ScyllaDB cluster to a Kafka server. and ScyllaDB Open Source 4.3. What Is ScyllaDB CDC? CDC is production-ready (GA) starting from ScyllaDB Enterprise 2021.1.1

Open Source 314

Open Source Servers 314

Dynatrace

MARCH 5, 2025

The newly introduced step-by-step guidance streamlines the process, while quick data flow validation accelerates the onboarding experience even for power users. After successfully installing OneAgent, the log ingestion wizard provides a host selector drop-down to validate the data flow. The API-based approach is the most flexible.

Open Source 211

Open Source IoT Cloud Azure 211

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

The Netflix TechBlog

JUNE 12, 2023

Netflix has open-sourced Escrow Buddy, which helps Security and IT teams ensure they have valid FileVault recovery keys for all their Macs in MDM. To be a client systems engineer is to take joy in small endpoint automations that make your fellow employees’ day a little better.

Open Source 199

Open Source Database Servers Storage 199

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

FEBRUARY 13, 2025

OpenTelemetry (OTel) is an open source framework for generating, ingesting, transforming, and exporting telemetry data. Backed by most of the industrys major observability vendors, OpenTelemetry has become one of the CNCF s most active open source projects, second only to Kubernetes. And why shouldnt we?

Open Source 173

Open Source Metrics Engineering 173

Dynatrace

MAY 23, 2024

The jobs executing such workloads are usually required to operate indefinitely on unbounded streams of continuous data and exhibit heterogeneous modes of failure as they run over long periods. Failures are injected using Chaos Mesh , an open source chaos engineering platform integrated with Kubernetes deployment.

Engineering 245

Engineering Tuning Latency Open Source 245

DZone

FEBRUARY 26, 2025

With the evolution of modern applications serving increasing needs for real-time data processing and retrieval, scalability does, too. One such open-source, distributed search and analytics engine is Elasticsearch, which is very efficient at handling data in large sets and high-velocity queries.

Scalability 147

Scalability Open Source Latency Architecture 147

The Netflix TechBlog

JULY 26, 2021

This happens at an unprecedented scale and introduces many interesting challenges; one of the challenges is how to provide visibility of Studio data across multiple phases and systems to facilitate operational excellence and empower decision making. With the latest Data Mesh Platform, data movement in Netflix Studio reaches a new stage.

Big Data 257

Big Data Government Processing Analytics 257

DZone

AUGUST 23, 2023

Monitoring Time-Series IoT Device Data Time-series data is crucial for IoT device monitoring and data visualization in industries such as agriculture, renewable energy, and meteorology. In this tutorial, we will guide you through the process of setting up a monitoring system for IoT device data.

IoT 241

IoT Energy Open Source Analytics 241

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

AUGUST 29, 2024

In today’s data-driven world, businesses across various industry verticals increasingly leverage the Internet of Things (IoT) to drive efficiency and innovation. Dynatrace offers a feature-rich agent, Dynatrace OneAgent ® , and an agentless open source approach perfectly tailored for edge-IoT use cases, leveraging OpenTelemetry.

IoT 264

IoT Analytics Transportation Metrics 264

Dynatrace

MAY 1, 2023

IT operations analytics is the process of unifying, storing, and contextually analyzing operational data to understand the health of applications, infrastructure, and environments and streamline everyday operations. ITOA collects operational data to identify patterns and anomalies for faster incident management and near-real-time insights.

Analytics 246

Analytics Artificial Intelligence Big Data Open Source 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

MARCH 28, 2025

PostgreSQL is, without a doubt, one of the most popular open source databases in the world. Well, there are many reasons, but if I had to pick just one, I’d say its extensibility. PostgreSQL isnt just a database; its an ecosystem of extensions that can transform it to tackle any upcoming challenges. By enabling […]

Open Source 81

Open Source Database 81

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. However, they had numerous custom applications with separate APIs.

Open Source 246

Open Source Google Serverless Azure 246

Dynatrace

JANUARY 31, 2024

Organizations choose data-driven approaches to maximize the value of their data, achieve better business outcomes, and realize cost savings by improving their products, services, and processes. However, there are many obstacles and limitations along the way to becoming a data-driven organization. Understanding the context.

Analytics 272

Analytics Processing Transportation Storage 272

Dynatrace

JANUARY 16, 2023

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 software drives a vibrant Kubernetes ecosystem. Java, Go, and Node.js

Open Source 358

Open Source Java Operating System Programming 358

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. Learn more.

Open Source 147

Open Source Metrics C++ Java 147

Dynatrace

MARCH 13, 2025

OpenTelemetry Astronomy Shop is a demo application created by the OpenTelemetry community to showcase the features and capabilities of the popular open-source OpenTelemetry observability standard. metrics from span data. Afterward, the demo starts instantly, and the load generator automatically begins creating data.

Open Source 147

Open Source Metrics Architecture Infrastructure 147

Dynatrace

OCTOBER 4, 2022

Software and data are a company’s competitive advantage. But for software to work perfectly, organizations need to use data to optimize every phase of the software lifecycle. The only way to address these challenges is through observability data — logs, metrics, and traces. Teams interact with myriad data types.

Analytics 246

Analytics Software Software Storage 246

Scalegrid

JULY 17, 2020

It is an open standard format which organizes data into key/value pairs and arrays detailed in RFC 7159. JSON is the most common format used by web services to exchange data, store documents, unstructured data, etc. You can also check out our Working with JSON Data in PostgreSQL vs. JSONB Patterns & Antipatterns.

Storage 321

Storage Database Efficiency Processing 321

InfoQ

NOVEMBER 18, 2024

Uber uses Presto, an open-source distributed SQL query engine, to provide analytics across several data sources, including Apache Hive, Apache Pinot, MySQL, and Apache Kafka. To improve its performance, Uber engineers explored the advantages of dealing with quick queries, a.k.a.

Analytics 80

Analytics Open Source Engineering Performance 80

Dynatrace

MARCH 17, 2025

Until recently, improvements in data center power efficiency compensated almost entirely for the increasing demand for computing resources. The rise of big data, cryptocurrencies, and AI means the IT sector contributes significantly to global greenhouse gas emissions. However, this trend is now reversing. The time to act is now.

Software Engineering 147

Software Engineering Engineering Software Software 147

Dynatrace

OCTOBER 10, 2024

You’re gathering a lot of data, but you can’t make sense of it. A histogram is a specific type of metric that allows users to understand the distribution of data points over a period of time. In practice, histograms are useful when the measurement distribution is relevant and the data sets are large.

Metrics 240

Metrics Monitoring Efficiency Availability 240

DZone

JUNE 4, 2024

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. Are you ready to get started with cloud-native observability with telemetry pipelines?

Open Source 189

Open Source Cloud 189

DZone

JANUARY 16, 2023

BindPlane OP is a powerful open-source tool that makes it easy to build and manage telemetry pipelines to ship data from IT environments of any kind and size to any analysis tool or storage destination. The vendor-agnostic toolset is excellent for reducing data costs and getting the most out of your data.

Open Source 211

Open Source Storage Processing 211

The Netflix TechBlog

JUNE 20, 2024

A summary of sessions at the first Data Engineering Open Forum at Netflix on April 18th, 2024 The Data Engineering Open Forum at Netflix on April 18th, 2024. At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale.

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

Dynatrace

FEBRUARY 16, 2023

How do you get more value from petabytes of exponentially exploding, increasingly heterogeneous data? The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. To solve this problem, Dynatrace launched Grail, its causational data lakehouse , in 2022.

Analytics 246

Analytics Innovation Metrics Database 246

Dynatrace

OCTOBER 1, 2021

In IT and cloud computing, observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. Organizations usually implement observability using a combination of instrumentation methods including open-source instrumentation tools, such as OpenTelemetry.

Metrics 363

Metrics Open Source Monitoring Cloud 363