Operations | Monitoring | ITSM | DevOps | Cloud

From Data to Dashboards: Building Streamlit Applications with InfluxDB 3

Python developers often reach for Streamlit when they need to construct compelling web applications quickly. It provides a fast way to transform Python scripts into interactive applications without complex web frameworks. When paired with InfluxDB 3 Core, the leading time series database, engineers can build powerful real-time analytics dashboards entirely in Python.

Inside the InfluxDB 3 Plugin Ecosystem

Companies today face growing pressure to manage and analyze massive flows of time series data, from IoT sensors to cloud-native infrastructure. Storing this information is relatively straightforward. The greater obstacle is keeping it useful and consistent while balancing a wide range of tools and modern technology platforms that continue to evolve.

What's New in InfluxDB 3.5: Explorer Dashboards, Cache Querying, and Expanded Control

InfluxDB 3.5 is now available for both Core and Enterprise, along with updates to the new Explorer UI that make it easier to save, organize, and query your data. This release highlights the biggest updates since our 3.4 release, including Explorer Dashboards in beta, new cache querying capabilities, and stronger operational tools for managing clusters. InfluxDB 3 Core is free and open source, optimized for recent data, and licensed under MIT and Apache 2.

InfluxDB 3 Core: Open Source, Recent-Data Engine

Dive into InfluxDB 3 Core, an open source, high-speed recent-data engine. InfluxDB 3 Core is an open source, high-performance real-time data engine (MIT/Apache 2 licensed). It’s built for real-time monitoring, edge data collection and transformation, sensor alerting, and streaming analytics with simplicity and speed.

How Nexus BMS Uses Time Series and AI to Power Smarter Buildings

Monitoring equipment isn’t enough for today’s smart buildings; true value comes from being able to predict issues, optimize performance, and take action automatically. Traditional building management systems often fall short, limited to dashboards and alarms that only notify you of an issue after the fact. With the rise of open source hardware, modern databases, and AI-driven diagnostics, facilities can now move from reactive to proactive management.

Distinct Value Cache in InfluxDB 3

The Distinct Value Cache in InfluxDB 3 speeds up metadata queries and tag value lookups for faster, more responsive UIs. The Distinct Value Cache in InfluxDB 3 delivers sub-30 ms lookups for tag values and series metadata, making exploratory queries and UI dropdowns quick and responsive. By reducing latency on these common operations, it allows developers to build real-time monitoring and analytics tools without extra complexity.

InfluxDB 3 Enterprise: Deploy Your Way, Scale on Demand

InfluxDB 3 Enterprise is engineered for performance and designed for flexibility, delivering high-scale, production-ready time series data management with operational simplicity. InfluxDB 3 Enterprise is built on a cloud-native, diskless architecture that removes the limits of traditional storage. It’s easy to deploy, scales effortlessly, and eliminates the complexity of managing clusters so you can deploy your way and meet the unique demands of your environment.