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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

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

Explore what time-series databases are, how they work, and why TDengine outperforms others for IoT and industrial data.

Jeff Tao

January 23, 2025 | Time-Series Database Essentials

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 | Time-Series Database Essentials

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 | Time-Series Database Essentials

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 Essentials

Storage Engine Comparison Between TDengine and Prometheus

This article provides a storage engine comparison between TDengine and Prometheus to help developers select the best time-series database for their use case.

Jeff Tao

May 20, 2023 | Time-Series Database Essentials

Data Model Comparison Between Time-Series Databases

This article compares the data models of InfluxDB, TDengine, TimescaleDB, Prometheus, OpenTSDB, and QuestDB to help you select the right TSDB.

Jeff Tao

May 19, 2023 | Time-Series Database Essentials

Characteristics of Time Series Data

This article describes the main characteristics of time series data.

Jeff Tao

May 17, 2023 | Time-Series Database Essentials

Why I’m Still Obsessed with the Time Series Database

Many people ask me what TDengine can bring to the time series database market segment. Let me share with you my thoughts based on a technical analysis.

Jeff Tao

August 27, 2022 | Time-Series Database Essentials