EMQ X Kuiper - An edge lightweight IoT data analytics software
EMQ X Kuiper is an edge lightweight IoT data analytics / streaming software implemented by Golang, and it can be run at all kinds of resource constrained edge devices. One goal of Kuiper is to migrate the cloud streaming software frameworks (such as Apache Spark，Apache Storm and Apache Flink) to edge side. Kuiper references these cloud streaming frameworks, and also considered special requirement of edge analytics, and introduced rule engine, which is based on
SQL (business logic) and
Sink, rule engine is used for developing streaming applications at edge side.
It can be run at various IoT edge use scenarios, such as real-time processing of production line data in the IIoT; Gateway of Connected Vehicle analyze the data from data-bus in real time; Real-time analysis of urban facility data in smart city scenarios. Kuiper processing at the edge can reduce system response latency, save network bandwidth and storage costs, and improve system security.
- Core server package is only about 3MB, initial memory usage is about 10MB
- CPU Arch：X86 AMD * 32, X86 AMD * 64; ARM * 32, ARM * 64; PPC
- The popular Linux distributions, MacOS and Docker
- Industrial PC, Raspberry Pi, industrial gateway, home gateway, MEC edge cloud server
Data analysis support
- Support data extract, transform and filter through SQL
- Data order, group, aggregation and join
- 60+ functions, includes mathematical, string, aggregate and hash etc
- 4 time windows
Plugin system is provided, and it supports to extend at
- Source: embedded support for MQTT, and provide extension points for sources
- Sink: embedded support for MQTT and HTTP, and provide extension points for sinks
- UDF functions: embedded support for 60+ functions, and provide extension points for SQL functions
Integration with EMQ X Edge
Seamless integration with EMQ X Edge, and provided an end to end solution from messaging to analytics.
Build from source
- Go version >= 1.11
$ make pkg
- Docker images:
$ make docker
To using cross-compilation, refer to this doc.