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influxdata

Beyond Storage: How Time Series Databases Are Becoming Intelligent Data Engines

Jun 12, 2025 By Allyson Boate In InfluxData
Data isn’t just a record of what happened—it shapes what happens next. Across industries, connected devices continuously stream time-stamped data that reflects the current state of machines, environments, and systems. This steady flow gives businesses a live view of their operations and the opportunity to catch issues early, adjust quickly, and operate more efficiently.
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Moving from Relational to Time Series Databases

Jun 10, 2025 By Heather Downing In InfluxData
I’ve been building apps with SQL Server for years. Everything worked well until I started dealing with sensor data, stock trade volume, and IoT telemetry. As the volume of time-stamped records grew into the millions, I saw relational databases struggling with workloads they weren’t designed for. That’s when I explored time series databases. The performance improvements were significant, but what surprised me was the mental shift required.
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What's Inside InfluxDB 3.1

Jun 6, 2025 By InfluxData In InfluxData
InfluxDB 3.1 is now available for both Core and Enterprise editions, bringing significant improvements that make managing high-volume, high-velocity time series data even easier, faster, and more secure. InfluxDB 3 Core is the free, open source edition of InfluxDB 3—a high-speed, recent-data engine licensed under MIT and Apache 2. InfluxDB 3 Enterprise is the commercial version of Core, adding support for longer-term historical queries, high availability, enhanced security, and more.
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influxdata

Edge Data Replication: Contributions and Status Updates for InfluxDB 3

Jun 3, 2025 By Anais Dotis-Georgiou In InfluxData
If you’ve ever stood up multiple edge InfluxDB instances in remote locations and wished you could consolidate their data into a centralized instance for analysis, you’re not alone. That’s exactly why we designed Edge Data Replication (EDR) in InfluxDB v2. Now, with InfluxDB 3 Core and 3 Enterprise, we’re seeing new ways to handle replication using the brand-new Python Processing Engine.
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influxdata

What's Inside InfluxDB 3.1: New Features for Security, Performance, and Visibility

May 29, 2025 By Peter Barnett In InfluxData
InfluxDB 3.1 is now available for both Core and Enterprise editions, bringing significant improvements that make managing high-volume, high-velocity time series data even easier, faster, and more secure. InfluxDB 3 Core is the free, open source edition of InfluxDB 3—a high-speed, recent-data engine licensed under MIT and Apache 2. InfluxDB 3 Enterprise is the commercial version of Core, adding support for longer-term historical queries, high availability, enhanced security, and more.
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influxdata

Breaking Silos: Pairing InfluxDB 3 with Your Historian for Better Insights

May 28, 2025 By Allyson Boate In InfluxData
Industrial systems constantly generate time series data—streams of time-stamped values like temperature, flow rate, vibration, or power load. This data powers real-time monitoring, performance tracking, and long-term forecasting across critical infrastructure, energy systems, and manufacturing environments.
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Forecasting with InfluxDB 3 and HuggingFace

May 20, 2025 By Anais Dotis-Georgiou In InfluxData
Machine learning models must do more than make accurate predictions; they also need to adapt as the world around them changes. In real-world systems, data distributions shift due to seasonality, equipment wear, user behavior changes, or other external forces. If your models can’t keep up, the result is poor predictions. This can lead to outages, inefficiencies, or missed opportunities. That’s why forecasting systems need to be monitored and resilient, not just accurate.
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5 Must-Have Python Plugins for InfluxDB 3 Core & Enterprise

May 13, 2025 By Suyash Joshi In InfluxData
InfluxDB 3 is our latest time series database built for real-time analytics and high-volume data. Its Python Processing Engine lets developers run custom scripts known as plugins to process data, trigger alerts, or integrate with external systems via HTTP web requests. To demonstrate what’s possible, we’ve developed several plugins, all of which are available in the influxdb3_plugins GitHub repository. This public repo is open for anyone to use, modify, and contribute to.
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The Power of Great Design: Introducing the Enhanced Administrative UI for InfluxDB Cloud Dedicated

May 7, 2025 By Ritwika Ghosh In InfluxData
Managing your InfluxDB Cloud Dedicated environment just got easier. We’ve introduced an admin UI to streamline everyday tasks, so you can spend less time navigating settings and more time working with your data. The update is built for speed and usability. Whether you’re creating tables, managing tokens, or checking database status, the new UI helps you move faster with: This update is all about reducing friction for developers and teams managing time series infrastructure at scale.
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