AI TOOL PROFILE
InfluxData: Time Series Database Platform
- Data and Analytics
- Database
- Software Companies
- Mid-Market Companies
- Enterprise Companies
- IoT and Sensor-heavy operations
- DevOps and SRE teams
Pricing
A free tier is available, which includes a $250 credit for 30 days upon upgrade. Enterprise trials are also available.
At a glance
- Best for
- Software Companies, Mid-Market Companies, Enterprise Companies, IoT and Sensor-heavy operations, DevOps and SRE teams
- Key use cases
- Infrastructure and Network Monitoring, IoT Analytics and Predictive Maintenance, AI and Machine Learning Pipelines, Satellite and Aerospace Telemetry, Modern Data Historian
- Integrations
- Apache Iceberg, Parquet, AWS, Grafana
- Official website
- Visit InfluxData official website
How AI is used
InfluxData offers InfluxDB, a time series database designed to handle the flow of data from edge devices, telemetry, and real time systems. The platform supports high-speed ingestion and real time queries, with both self-managed and fully managed cloud deployments available.
It is intended for organizations in industries such as IoT, aerospace, energy, and manufacturing. The tool supports various deployment models, including an open-source core, dedicated cloud, and enterprise versions.
The platform helps capture millions of data points per second and supports integration with lakehouses or warehouses. It is also designed for AI and machine learning workloads by providing a stream of high-precision telemetry.
Buyers should confirm which deployment model fits their needs, as features vary between the open-source Core, the Enterprise self-managed version, and the Serverless or Dedicated cloud options.
Key Features
High-Speed Ingestion
Supports the intake of millions of data points per second for high-velocity data streams.
Real Time Analytics
Designed to transform and analyze time series data in real time.
Parquet Compression
Uses Parquet-based compression to store more data in less space, which may reduce storage costs.
Lakehouse Integration
Supports the eviction of cold data and streaming into data lakes and warehouses.
Telegraf Plugins
Includes over 400 plugins to help collect data from various systems, applications, and containers.
Multi-Language Client Libraries
Provides libraries for Python, JavaScript, Go, C#, and Java to support application integration.
Use Cases
Infrastructure and Network Monitoring
Collecting and analyzing real time metrics to monitor system health and identify performance regressions.
IoT Analytics and Predictive Maintenance
Ingesting granular sensor data from industrial equipment to help predict failures and optimize throughput.
AI and Machine Learning Pipelines
Providing high-precision telemetry streams to support the development and operation of AI models.
Satellite and Aerospace Telemetry
Capturing high-rate sensor streams for navigation and real time diagnostics.
Modern Data Historian
Replacing legacy historians with a system designed for Industry 4.0 real time data requirements.
Integrations
- Apache Iceberg
- Parquet
- AWS
- Grafana
FAQ
What is InfluxData used for?
- It is used to collect, store, and analyze high-resolution time series data in real time, specifically for systems like IoT sensors, network monitoring, and AI pipelines.
Does InfluxData offer a free version?
- Yes, there is an open-source InfluxDB 3 Core version and a free tier for the cloud service that provides a $250 credit for 30 days upon upgrade.
Where can InfluxDB be deployed?
- It supports several environments, including self-managed on-prem or private cloud, and fully managed cloud options like Serverless and Dedicated.
Source category: Data & Analytics
Source subcategory: Database
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