InfluxData: InfluxDB databases and Telegraf collection tools for timestamped measurements

InfluxData develops InfluxDB time-series databases and Telegraf collection tools for sensor data, operational telemetry and analytics.

Summary

Best for
Engineering teams storing and querying large streams of timestamped measurements.
Less suited to
Users expecting a complete energy-management workflow without building an application.
Deployment
Self-managed InfluxDB editions and cloud services; Telegraf runs beside data sources.
Data in
Line protocol and compatible write APIs, with Telegraf plugins collecting external measurements.
Pricing
Open-source Core and commercial editions have different features and licensing.

Overview

InfluxData develops databases and collection tools for timestamped measurements. Its company description identifies InfluxDB as the central product and Telegraf as the collection ecosystem. For an energy application, these products provide data infrastructure beneath dashboards, calculations and reporting workflows. They store and query the readings an application receives rather than defining the meaning of every meter register or automatically implementing an energy-management process. The current InfluxDB 3 Core documentation covers event and time-series data with an emphasis on ingestion and responsive queries, while Enterprise adds capabilities for a broader production database estate.

Offering

InfluxDB 3 Core is the open-source release in the third-generation database family. It persists data in Parquet and supports object storage or local disk. The documentation describes an embedded Python environment for plugins and triggers and compatibility with InfluxDB 1.x and 2.x write APIs. Those write interfaces help existing data producers send measurements, but do not mean every earlier query language or database feature is identical. Core is presented around recent, responsive operational queries. The documentation directs users to a separate edition comparison when choosing a migration path from older InfluxDB installations.

Products and platforms

  1. InfluxDB 3 Enterprise

    Time-series database

    Adds historical querying, high availability and read replicas to Core.4

  2. Telegraf

    Data collection agent

    Plugin-based measurement collection and delivery to InfluxDB.5

  3. Telegraf Modbus input

    Industrial data connector

    Configurable Modbus data collection with register and decoding settings.6

Technology

InfluxDB 3 Enterprise builds on Core with historical query capability, single-series indexing, high availability and read replicas. The current page distinguishes released functionality from items still labelled forthcoming, so the latter should not be treated as existing capabilities. This is a meaningful choice for an energy historian: querying long periods and operating a resilient service are different needs from a small recent-data application. Core and Enterprise share underlying storage and processing concepts, while the commercial edition addresses a different operational scale and query workload. Their documentation and support paths are maintained separately.

Markets

Telegraf collects measurements through plugins and writes them to InfluxDB. The InfluxDB 3 documentation includes a configuration example that parses CSV and delivers line protocol, demonstrating how collection and storage can be separate processes. The Modbus input plugin provides a more direct industrial route, with configuration for equipment communication and register interpretation. This agent layer is where a project describes the fields being collected before they reach the database. The resulting measurements can then be stored alongside telemetry from other sources, with consistent timestamps and field types for the application's queries and calculations.

Company

InfluxData dates its founding to 2012 and names Evan Kaplan as CEO, noting that he joined in 2016. The company describes a remote-first team and a business focused on time-series data, serving industrial systems, infrastructure monitoring and other real-time applications. Its contact page gives a San Francisco address at 548 Market Street. The product organisation includes the InfluxDB database family and the Telegraf plugin ecosystem, with technical documentation, community resources and commercial support channels. Current product documentation makes the distinction between open-source Core, Enterprise features and older database versions explicit rather than presenting them as one uniform edition. Its official company profile identifies San Francisco, California, United States as headquarters. The company operates with a remote-first, globally distributed workforce.

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