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Telegraf Configuration Migration

In v1.30.0, Telegraf will remove a few long-standing deprecated plugins. These plugins have been deprecated for a number of years, and plugins with better support and configuration options now replace them. This version of Telegraf also removes a number of configuration options. The full list of deprecated plugins includes: Starting from v1.30.0 Telegraf will show an error message and stop running if any of the plugins or options are present in your configuration.

Network Monitoring Tools Explained

Ensuring the reliability and performance of your network is essential for success in the modern software industry. In this article, you’ll learn about the basics of network monitoring and get an overview of some of the most popular tools used for network monitoring. Whether you’re managing a sprawling enterprise network or your home lab, understanding and deploying the right tools can mean the difference between smooth sailing and unforeseen downtime.

How to create a search engine

Search engines are one of those things in life we take for granted. Whenever we’re looking for something, we throw a word or phrase into a search engine and, like magic, it gives us a list of matching results. It might not feel as magical nowadays because it’s something we do every day. But anyone who remembers the days of Alta Vista should understand how well we have it now.

Aiven workshop: Build a movie recommendation app with TensorFlow and pgvector

Learn how to create a movie recommendation web app, using PostgreSQL® and pgvector. We'll work together to build a movie recommendation system from start to finish, utilizing NodeJS, TensorFlow, and PostgreSQL’s extension pgvector. We'll guide you through the process of creating the vector embeddings using TensorFlow right on your laptop. Additionally, we'll leverage pg-promise to efficiently handle bulk row inserts, and we'll explore the usage of Next.js for a full-stack project. By the end of the workshop, you'll have a fully functional project that generates movie recommendations.

593% return on investment by migrating off OpenSearch for search and logging

When investing in technology, organizations should look for products and services that get them the best bang for their buck. So, who comes out on top when investing in search and logging solutions? Elasticsearch® surpasses OpenSearch in cost efficiency.

Accelerating Continuous Improvement with MES Data Analytics

As global competition and consumer demand intensify, manufacturers face immense pressure to optimize complex workflows. An emerging solution helping manufacturers thrive is deploying Manufacturing Execution Systems (MES). These digital systems deliver unparalleled visibility and control over manufacturing processes, acting as a catalyst for continuous improvement.

Mastering Predictive Analytics: Powering Engines for Continual Insight

Predictive analytics are a powerful tool, enabling organizations to make informed data-driven decisions. These tools are far-reaching and can deliver impactful results, either in the long term, like supply chain management and overall equipment effectiveness, or in the short term, like anomaly detection. Let’s take a look at what predictive analytics are and how to power predictive analytics engines for continued, meaningful insight into your data and operations.

Time Series Data and OLAP: Why You Should Use InfluxDB for Real-Time Analytics

Picture a bustling control room at a major aerospace company, where engineers and executives monitor aircraft performance, analyze flight data, and make critical decisions in real-time. In this dynamic environment, the ability to harness the power of real-time analytics becomes paramount. This is where InfluxDB 3.0, the latest version of InfluxData’s time series database, delivers an innovative edge to organizations with time-critical analytics needs.