The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

DECEMBER 4, 2023

Data quality and drift: Monitoring the quality and characteristics of training and runtime data to detect significant changes that might impact model accuracy. OpenLLMetry, an open source SDK built on OpenTelemetry, offers standardized data collection for AI Model observability.

Open Source 255

Open Source Latency Metrics Java 255

DZone

AUGUST 9, 2023

Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up. Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods.

Scalability 246

Scalability Best Practices Open Source Virtualization 246

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages. Open Source. Major Use Cases.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Dynatrace

FEBRUARY 9, 2023

Prometheus alerting is great for small environments Usually, teams turn to open source tools like Prometheus and Alertmanager to set up alerting. In other words, the training aspect of setting up alerts is reduced to near zero. Otherwise, some pods might remain stuck in a pending state. Alertmanager is free, and setup is easy.

Open Source 182

Open Source Metrics Monitoring Technology 182

Percona

NOVEMBER 3, 2023

Sure, database migration is complex, particularly when you’re looking to migrate from a proprietary database to an open source one. This is particularly true when you’re migrating to an open source database that those on your staff may or may not be intimately familiar with.

Database 87

Database Open Source Benchmarking Strategy 87

Dynatrace

JANUARY 31, 2022

To get a handle on observability, teams often adopt open-source observability tools, such as Prometheus, OpenTelemetry , and StatsD. But between multicloud platforms and open-source tools, teams can also experience data silos. Harnessing data from open-source observability tools.

Serverless 174

Serverless Architecture Open Source Innovation 174

Dynatrace

MARCH 29, 2024

Generative AI: A type of AI that uses an algorithm trained on large amounts of data collected from diverse sources to generate various types of content, including text, images, audio, and synthetic data.

Artificial Intelligence 179

Artificial Intelligence DevOps Strategy Open Source 179

Percona

DECEMBER 27, 2023

We want adopters of our technology to be able to deploy their critical open source databases and applications across any public or private cloud environment. The newly formed Open Source AI Alliance , led by META and IBM, promises to support open-source AI.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Percona

NOVEMBER 13, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Download the Updated Release of Percona Distribution for PostgreSQL 16.0 26 was released.

Innovation 90

Innovation Open Source Scalability Database 90

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Yes, we are committed to supporting the open-source community. As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF.

Open Source 252

Open Source Software Engineering Internet Internet 252

Percona

OCTOBER 2, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for MySQL (PS-based variation) 8.0.34 Percona Server for MySQL 8.0.34-26

Open Source 83

Open Source Scalability Database Servers 83

Testlodge

MARCH 12, 2024

TestLink – TestLink is another test management tool with several integration options, and is open-source. It is open-source and has an endless amount of support documentation. Cypress – Cypress is also an open-source tool for end-to-end testing of web applications.

Systems 90

Systems Testing Open Source Hardware 90

Dynatrace

FEBRUARY 23, 2022

With MLOps, data needs to be trained to understand normal behavior and what is anomalous. Unlike MLOps, AIOps doesn’t require training of data. GitOps is a framework of practices that manage infrastructure and application configurations using Git, an open-source version control system. AIOps capabilities.

Serverless 261

Serverless Infrastructure Innovation DevOps 261

Percona

AUGUST 7, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for MySQL (PXC-based variant) 8.0.33 Percona XtraDB Cluster 8.0.33-25

Open Source 88

Open Source Scalability Servers Database 88

Percona

JUNE 26, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for MySQL (PS-based variation) 8.0.33 was released.

Servers 74

Servers Open Source Scalability Database 74

Percona

SEPTEMBER 4, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for PostgreSQL 15.4 2 came out on August 25, 2023.

Open Source 81

Open Source Scalability Database Software 81

Percona

OCTOBER 31, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look. Percona Monitoring and Management 2.40.1 PMM) was released on October 20, 2023.

Monitoring 83

Monitoring Open Source Scalability Database 83

Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. With the ability to generate new content—such as images, text, audio, and other data—based on patterns and examples taken from existing data, organizations are rushing to capitalize on the AI model.

Artificial Intelligence 226

Artificial Intelligence Cloud Best Practices DevOps 226

Percona

DECEMBER 4, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Percona Distribution for MySQL (PS- based variant) 8.1.0 was released.

Open Source 83

Open Source Azure Servers Programming 83

Dynatrace

SEPTEMBER 21, 2023

Research from 2020 suggests that training a single LLM generates around 300,000 kg of carbon dioxide emissions—equal to 125 round-trip flights from New York to London. The growing adoption of innovations like generative AI, based on large-language models (LLMs), will only increase demand for cloud computing.

Energy 230

Energy Cloud Airlines Strategy 230

Dynatrace

JUNE 16, 2022

At the same time, open source software (OSS) libraries now account for more than 70% of most applications’ code base, increasing the risk of application vulnerabilities. Rather than using a trained model to predict behavior, RASP watches an application’s runtime, studying the application’s task execution to detect attacks.

Tuning 220

Tuning Cloud Open Source Network 220

Percona

NOVEMBER 9, 2023

At its core, Kubernetes (often abbreviated as K8s) is an open source tool that automates the deployment, scaling, and management of containerized applications. This makes it much easier for organizations to transition to open source solutions, reduce costs, and avoid vendor lock-in.

Efficiency 107

Efficiency Cloud Healthcare Open Source 107

O'Reilly

APRIL 4, 2024

In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. OpenAI, for example, has trained not just on publicly available data but reportedly on copyrighted content retrieved from pirate sites. But those investments demand commensurately large returns.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

Percona

MAY 8, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. It’s time for the release roundup! Take a look! Percona Distribution for MongoDB 5.0.17

Monitoring 81

Monitoring Open Source Database Servers 81

Percona

APRIL 24, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. You know what time it is… it’s time for the release roundup!

Open Source 81

Open Source Storage Servers Database 81

Percona

AUGUST 21, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look. Percona Monitoring and Management 2.39.0 was released on August 14, 2023.

Open Source 86

Open Source AWS Servers Database 86

Percona

JULY 24, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look. Percona Monitoring and Management 2.38.1 PMM) was released on July 13, 2023.

Open Source 76

Open Source Scalability Database Monitoring 76

Percona

JULY 10, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look! Percona Monitoring and Management 2.38 was released.

Monitoring 80

Monitoring Open Source Scalability Database 80

Percona

FEBRUARY 13, 2023

Percona is a leading provider of unbiased open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive. It is a free, fully compatible, enhanced, and open source drop-in replacement for any MySQL database. Take a look!

Open Source 88

Open Source Database Servers Scalability 88

Brendan Gregg

MAY 1, 2022

Teaching others is another passion of mine – it's what drives me to write books, create training materials, and write blog posts here. I'll still be working on eBPF and other open source projects, and I'm glad that Intel's leadership has committed to continue supporting [open source].

Wireless 145

Wireless Hardware Open Source AWS 145

Percona

DECEMBER 18, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look. Percona Monitoring and Management 2.41.0 was released on December 12, 2023.

Monitoring 91

Monitoring Open Source Servers Scalability 91

Percona

MARCH 13, 2023

Percona is a leading provider of unbiased open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive. It is a free, fully compatible, enhanced, and open source drop-in replacement for any MySQL database, and Percona Server for MySQL 5.7.41-44

Servers 83

Servers Open Source Database Software 83

Percona

OCTOBER 16, 2023

Percona is a leading provider of unbiased, performance-first, open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive, free from vendor lock-in. Take a look. Percona Monitoring and Management 2.40.0 was released.

Servers 78

Servers Monitoring Open Source Scalability 78

Percona

DECEMBER 8, 2022

This is the premier open source database conference and you not only want to attend but you also need to present at! Topics can cover any and all open source database and data-related topics. Tutorial Sessions present a technical session that aims for a level between a training class and a conference breakout session.

Open Source 69

Open Source Database DevOps Cloud 69

Dynatrace

DECEMBER 5, 2023

Not only that, but the growing reliance on a complex software supply chain that includes homegrown, third-party, and open-source software makes it more difficult to manage risk throughout the software development lifecycle.

Best Practices 248

Best Practices Government C++ Education 248

Percona

JANUARY 9, 2023

Percona is a leading provider of unbiased open source database solutions that allow organizations to easily, securely, and affordably maintain business agility, minimize risks, and stay competitive. It’s time for the release roundup! Percona XtraDB Cluster 8.0.30-22 22 was released on December 28, 2022.

Open Source 89

Open Source Database Servers Software 89