Sensor data processing requirements are increasing in the Smart-X era. As a core technology of IIoT edge computing, a new type of DBMS is required for sensor data area. Machbase is being applied for sensor data processing and has become essential software in the IoT era.
Edge intelligence, using traditional open source, ignores the consumption of resources such as excessive memory usage when performing large-scale engineering work, resulting in poor performance. In industrial IoT, latency, bandwidth, hardware resource utilization, data compression, security, and connectivity are quite different from general IoT.
Mass sensor data generated by IIoT must be transmitted to the Fog, Cloud or data center while being monitored through the edge. When implementing sensor data processing, edge intelligence must be accompanied by optimizations to ensure that hardware resources are used appropriately. You can not store data on edge intelligence indefinitely, nor you can ignore storage costs in the cloud. Edge computing and the cloud are inseparable.