This standard specifies the collaboration protocols of enabling machine learning on the edge computing node with support from industrial clouds. This standard provides implementation reference of machine learning upon lower powered, cheaper, embedded devices, a specific hardware-based method of accepting the introduced machine learning models and then online optimization, i.e. comparing the models with incoming live data.
- Sponsor Committee
- IES/IES - Industrial Electronics Society Standards Committee
Learn More - Status
- Active PAR
- PAR Approval
- 2019-02-08
Working Group Details
- Society
- IEEE Industrial Electronics Society
- Sponsor Committee
- IES/IES - Industrial Electronics Society Standards Committee
Learn More - Working Group
-
ECN - Edge Computing Node
Learn More - IEEE Program Manager
- Vanessa Lalitte
Contact - Working Group Chair
- Wenbin Dai
P2805.1
Self-Management Protocols for Edge Computing Node
This standard specifies the self-management protocols for edge computing node. These requirements include management protocols of Self-organization, self-configuration, self-recovery and self-discovery between multiple edge computing nodes. The autonomic management features for edge computing node shall cover discovery, node identification, negotiation, transport, messaging and security mechanisms.
P2805.2
Data acquisition, Filtering and buffering Protocols for Edge Computing Node
This standard specifies the protocols used by the edge computing node of buffering, filtering and pre-processing data collected from controllers including programmable logic controllers, computer numerical controllers (CNC) and industrial robots. The data acquisition from field devices with different interfaces must be automatically stored, filtered and calculated according to reconfigurable rules (including buffering data from selected time frame, convert data format and filter invalid data) from industrial clouds and other edge computing nodes.
No Active Standards
No Superseded Standards
No Inactive-Withdrawn Standards
No Inactive-Reserved Standards