Apache IoTDB for Intelligent Transportation — Architecture, Core Capabilities, and Industry Fit
The Data Infrastructure Problem Layer Often Overlooked When intelligent transportation is discussed, the focus typically falls on autonomous vehicles,
2026-03-12
Time-Series Databases vs. Relational Databases, What is the Difference
Introduction Many teams default to relational databases because they are familiar and versatile. For business systems, that choice is often correct. B
2026-03-10
Google Summer of Code 2026: Apache IoTDB Project Ideas Now Open
The application season for Google Summer of Code (GSoC) 2026 is approaching, and the Apache Software Foundation (ASF) is once again participating as a
2026-03-05
From OpenClaw to IoTDB Skills: How Databases Evolve for the AI Agent Era
Recently, OpenClaw has been gaining rapid traction in the developer community. Its rise highlights a broader shift: AI is evolving from "able to chat"
2026-03-04
Covariate Forecasting: The Next Leap in Time-Series Database Capabilities
Beyond the Myth of "Simple" Time-Series Forecasting Many practitioners still view time-series forecasting as a straightforward exercise: use historica
2026-03-03
Key IoTDB Distributed Tuning Details You Must Understand
How many databases should you create? How should you model your data to fully utilize hardware resources? When deploying Apache IoTDB in distributed m
2026-02-26
Why IoTDB Is Written in Java: A Decade of Engineering Trade-offs
Why build a high-performance time-series database in Java—despite the common belief that Java is “too slow” or “unsuitable” for database systems? Drawing on nearly a decade of hands-on experience developing Apache IoTDB, this article revisits the long-standing debate between Java and database systems. From ecosystem maturity and code maintainability to operability, portability, performance, edge deployment, and talent scalability, we explain why Java is not only viable—but often a pragmatic choice for building production-grade database systems.
2026-02-10
Looking for One Answer, Ending Up with Ten Tabs?
Ask AI is a built-in assistant on the Apache IoTDB website that helps users locate precise, project-specific answers across documentation and GitHub—especially when traditional search falls short.
2026-02-05
Time Series Databases Explained: Data Mining Methods and Analytical Strategies
As organizations increasingly generate time-dependent data from IoT devices, financial systems, industrial sensors, and digital platforms. Technologie
2026-01-06
InfluxDB TSDB Format vs Traditional TSDB Models: Key Differences Explained
As time series datasets continue to grow across domains such as IoT, finance, manufacturing, and cloud infrastructure, choosing an appropriate TSDB mo
2026-01-06
