Time-Series Database Essentials

Understand the core concepts, best practices, and real-world applications of time-series databases
— and unlock the real value of your data.

Deploy Edge–Cloud Synchronization with a Time-Series Database

Edge–cloud synchronization architecture has gradually become an important pillar supporting the development of the industrial Internet.

Joel Brass

March 14, 2025 | Time-Series Database, Featured

Building Real-Time Dashboards with Grafana

In this article, we’ll explore how to use Grafana to visualize time-series data and make the most of its powerful features.

Joel Brass

March 9, 2025 | Time-Series Database, Featured

Why You Should Use a Time-Series Database

This article discusses the drawbacks of general-purpose and legacy systems for time-series data and how you can benefit by moving to a purpose-built system.

Jeff Tao

February 27, 2025 | Time-Series Database, Featured

Stream Processing in Time-Series Databases

Stream processing is a natural extension of the capabilities of a time-series database and offers new insights from real-time data analytics.

Chait Diwadkar

February 25, 2025 | Time-Series Database, Featured

What Is a Time-Series Database and Why Do I Need One?

A time-series database (TSDB) is a database management system that is optimized to store, process, and analyze time-series data.

Jeff Tao

January 23, 2025 | Time-Series Database

Data Historians vs. Time-Series Databases: The Race Is On

No one is backing down in this competition. Both types of databases continue to evolve, driven by changing business needs.

Jeff Tao

August 2, 2024 | Featured, Time-Series Database

Can Typical Time-Series Databases Replace Data Historians?

Typical time-series databases are not comprehensive solutions like traditional data historians and cannot fully meet industrial customers’ data processing needs

Jeff Tao

May 8, 2024 | Featured, Time-Series Database

Cloud Time-Series Databases vs On-Premises: Which Is Better?

This article compares the benefits and drawbacks of using a cloud time-series database vs an on-premises database.

Chait Diwadkar

October 17, 2023 | Time-Series Database, Featured

It’s Time to Say Goodbye to Traditional Data Historians

TDengine, a next generation data historian built on a cloud native, open source core, is perfectly positioned to take the place of legacy data historians.

Jeff Tao

September 26, 2023 | Featured, Time-Series Database

High Cardinality in Time Series Data

TDengine 3.0 is the first time series DB to resolve the issue of high cardinality, and this article gives some background into how this was accomplished.

Jeff Tao

August 1, 2023 | Time-Series Database

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