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. With OpenPipeline, you can easily collect data from Dynatrace OneAgent®, open source collectors such as OpenTelemetry, or other third-party tools.

Analytics 272

Analytics Processing Transportation Storage 272

The Netflix TechBlog

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! We heard many stories about difficulties related to data access and basic data processing. both for compute and storage. Get started at metaflow.org. Metaflow is a cloud-native framework.

Open Source 135

Open Source AWS Infrastructure Energy 135

Percona

MARCH 30, 2023

The use of open source databases has increased steadily in recent years. Past trepidation — about perceived vulnerabilities and performance issues — has faded as decision makers realize what an “open source database” really is and what it offers. What is an open source database?

Open Source 107

Open Source Database Storage Scalability 107

The Netflix TechBlog

MARCH 4, 2025

As a result, requests are uniformly handled, and responses are processed cohesively. This data is processed from a real-time impressions stream into a Kafka queue, which our title health system regularly polls. This centralized format, defined and maintained by our team, ensures all endpoints adhere to a consistent protocol.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

JANUARY 16, 2023

Open-source software drives a vibrant Kubernetes ecosystem. Open source software drives a vibrant Kubernetes ecosystem. Across all categories in the Kubernetes survey, open source projects rank among the most frequently used solutions. Dynatrace’s investment in open source technologies keeps growing.

Open Source 358

Open Source Java Operating System Programming 358

Percona

OCTOBER 18, 2023

Migrating a proprietary database to open source is a major decision that can significantly affect your organization. It’s a complex process involving various factors and meticulous planning. Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration.

Open Source 111

Open Source Database Strategy Hardware 111

DZone

MAY 5, 2023

Apache Kafka and Apache Flink are increasingly joining forces to build innovative real-time stream processing applications. The core of Kafka is messaging at any scale in combination with a distributed storage (= commit log) for reliable durability, decoupling of applications, and replayability of historical data.

Open Source 246

Open Source Storage Innovation Engineering 246

Dynatrace

JUNE 6, 2023

Kubernetes has become the leading container orchestration platform for organizations adopting open source solutions to manage, scale, and automate application deployment. Kubernetes is an open source container orchestration platform for managing, automating, and scaling containerized applications. What is Kubernetes?

Open Source 246

Open Source Storage Analytics Innovation 246

Dynatrace

OCTOBER 4, 2022

This architecture offers rich data management and analytics features (taken from the data warehouse model) on top of low-cost cloud storage systems (which are used by data lakes). This decoupling ensures the openness of data and storage formats, while also preserving data in context. Ingest and process with Grail.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

The Netflix TechBlog

OCTOBER 19, 2020

Reconstructing a streaming session was a tedious and time consuming process that involved tracing all interactions (requests) between the Netflix app, our Content Delivery Network (CDN), and backend microservices. The process started with manual pull of member account information that was part of the session.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Abhishek Tiwari

JANUARY 6, 2018

Here we present a list of 10 open-source Kubernetes tools to make your SRE and Ops teams more effective to achieve their service level objectives. everything between nodes and processes including deployments, services, replica sets, pods, and containers. The backup files are stored in an object storage service (e.g.

Open Source 111

Open Source DevOps Engineering Storage 111

Scalegrid

JULY 13, 2020

The unstoppable rise of open source databases. One database in particular is causing a huge dent in Oracle’s market share – open source PostgreSQL. See how open source PostgreSQL Community version costs compare to Oracle Standard Edition and Oracle Enterprise Edition. What’s causing this massive shift?

Open Source 244

Open Source Tuning C++ Database 244

Scalegrid

SEPTEMBER 16, 2019

PostgreSQL graphical user interface (GUI) tools help these open source database users to manage, manipulate, and visualize their data. It supports all PostgreSQL operations and features while being free and open-source. pgAdmin Cost: Free (open source). Let’s start with the first and most popular one.

Open Source 262

Open Source Database Azure Cloud 262

Dynatrace

JUNE 10, 2024

The first challenge of effective security analytics involves distributed data sources. The nature of “anytime, anywhere” data generation means data is no longer confined to structured processes and can’t always be defined by existing policies. How do companies reliably find, review, and analyze this data?

Analytics 264

Analytics Network Open Source Hardware 264

Dynatrace

OCTOBER 4, 2022

Traditionally, though, to gain true business insight, organizations had to make tradeoffs between accessing quality, real-time data and factors such as data storage costs. Additionally, it provides index-free storage and direct analytics access to source data without requiring data rehydration. Don’t reinvent the wheel.

Analytics 246

Analytics Software Software Storage 246

Scalegrid

JULY 17, 2020

JSON is faster to ingest vs. JSONB – however, if you do any further processing, JSONB will be faster. JSONB storage has some drawbacks vs. traditional columns: PostreSQL does not store column statistics for JSONB columns. JSONB storage results in a larger storage footprint. whitespace) and ordering of the keys.

Storage 321

Storage Database Efficiency Processing 321

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.

Open Source 211

Open Source Storage Processing 211

Dynatrace

MARCH 24, 2023

Container orchestration is a process that automates the deployment and management of containerized applications and services at scale. Container orchestration enables organizations to manage and automate the many processes and services that comprise workflows. How does container orchestration work?

Infrastructure 246

Infrastructure Open Source Operating System Cloud 246

Dynatrace

MAY 7, 2024

Fluent Bit is a telemetry agent designed to receive data (logs, traces, and metrics), process or modify it, and export it to a destination. Fluent Bit and Fluentd were created for the same purpose: collecting and processing logs, traces, and metrics. Ask yourself, how much data should Fluent Bit process? What is Fluent Bit?

Best Practices 279

Best Practices IoT Metrics Storage 279

Dynatrace

NOVEMBER 17, 2020

With these release candidate APIs available, instrumentation for web frameworks, storage clients, and much more can be built. We at Dynatrace understand the importance of contributing our expertise in enterprise-grade intelligent observability to the open source community. Dynatrace fully embraces OpenTelemetry.

Open Source 207

Open Source Software Engineering Government Java 207

Dynatrace

JULY 25, 2022

DevOps enables developers to rapidly and frequently release new features and services by using continuous integration and continuous delivery (CI/CD) , suites of collaboration tools, and version control practices, most often with the open source Git software at its core. GitOps also requires extensive approvals for any development.

DevOps 278

DevOps Infrastructure Speed Cloud 278

The Netflix TechBlog

OCTOBER 28, 2021

I developed many batch and real-time data pipelines using open source technologies for AOL Advertising and eBay. Over the years, I followed the big data open-source community and Netflix tech blogs closely, and learned a lot about Netflix’s innovative engineering solutions and active contributions to the open-source ecosystem.

Data Engineering 181

Data Engineering Engineering Big Data Software Engineering 181

DZone

JULY 29, 2019

These processes are only possible with a distributed architecture and parallel processing mechanisms that Big Data tools are based on. One of the top trending open-source data storage that responds to most of the use cases is Elasticsearch.

Big Data 162

Big Data Government Open Source Storage 162

Dynatrace

OCTOBER 11, 2021

Avoid lock-in with open-source technologies. The platform automatically manages all the computing resources required in those processes, freeing up DevOps teams to focus on developing and delivering features and functions. GCF also has relevance in IoT and file processing tasks. How Google Cloud Functions works.

Google 246

Google Cloud Serverless Azure 246

Scalegrid

NOVEMBER 12, 2019

There are many things I love about it – PL/ PG SQL, smart defaults, replication (that actually works out of the box), and an active and vibrant open source community. Hopefully we can generate enough interest in the open source community to prioritize these features.

Database 184

Database Open Source Servers Storage 184

The Netflix TechBlog

NOVEMBER 29, 2023

In spite of reaching higher qualities than the fixed ladder, the HDR-DO ladder, on average, occupies only 58% of the storage space compared to fixed-bitrate ladder. For a given rate-quality operating point, the DO process helps allocate bits among the various shots while maximizing an overall objective function.

Open Source 260

Open Source Software Engineering Internet Internet 260

Dynatrace

AUGUST 21, 2023

OpenTelemetry is an open source framework that provides agents, APIs, and SDKs that automatically instrument, generate, and gather telemetry data. The collector processes the data and exports it to a predetermined monitoring, tracing, or logging back end, such as Dynatrace, for analysis. What is OpenTelemetry?

Open Source 246

Open Source Analytics Lambda Metrics 246

Dynatrace

JULY 6, 2022

Weaving DevOps and the related disciplines of DevSecOps and AIOps tightly into the development process can also accelerate the process. These reduce the need to hire specialists while providing a unified view of processes and infrastructure that make SRE more focused and effective.

Best Practices 246

Best Practices Open Source Tuning Infrastructure 246

Scalegrid

JUNE 4, 2020

As an open source database, it’s a highly popular choice for enterprise applications looking to modernize their infrastructure and reduce their total cost of ownership, along with startup and developer applications looking for a powerful, flexible and cost-effective database to work with. ScaleGrid PostgreSQL provides on average 42.3%

Database 230

Database Latency Benchmarking Performance 230

Percona

JANUARY 4, 2024

Managing storage and performance efficiently in your MySQL database is crucial, and general tablespaces offer flexibility in achieving this. In contrast to the single system tablespace that holds system tables by default, general tablespaces are user-defined storage containers for multiple InnoDB tables.

Storage 114

Storage Engineering Database Open Source 114

The Netflix TechBlog

NOVEMBER 22, 2019

This entertaining romp through the tech stack serves as an introduction to how we think about and design systems, the Netflix approach to operational challenges, and how other organizations can apply our thought processes and technologies. Technology advancements in content creation and consumption have also increased its data footprint.

AWS 38

AWS Entertainment Open Source Benchmarking 38

Dynatrace

AUGUST 5, 2022

In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

In a distributed processing environment, message queuing is similar, although the speed and volume of messages are much greater. A producer creates the message, and a consumer processes it. Consumers store messages in a queue — usually in a buffer or on a storage medium — until they can process and delete them.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

JUNE 27, 2023

Many AWS services and third party solutions use AWS S3 for log storage. To date, some customers have used open source or community-backed components to forward logs from S3 to Dynatrace. This is achieved either by Dynatrace AWS S3 forwarder or log processing mechanisms in Dynatrace.

AWS 246

AWS Cloud Lambda Analytics 246

Dynatrace

NOVEMBER 23, 2020

While speeding up development processes and reducing complexity does make the lives of Kubernetes operators easier, the inherent abstraction and automation can lead to new types of errors that are difficult to find, troubleshoot, and prevent. Configuring storage in Kubernetes is more complex than using a file system on your host.

Virtualization 237

Virtualization Infrastructure Monitoring Cloud 237

Dynatrace

DECEMBER 22, 2021

Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. A database could start executing a storage management process that consumes database server resources. In this case, the best option may be to stop the process and execute it when system load is low.

Artificial Intelligence 245

Artificial Intelligence Metrics Architecture DevOps 245

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Dynatrace news.

Metrics 245

Metrics Analytics Software Architecture Open Source 245