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Patent application: Policy Induced Feature Selection

Project
17002 AutoDC
Type
New standard
Description
  • Reduce monitoring overhead by selecting features irrespective of tasks.
  • Our method does this while still being able to leverage domain expertise which helps the method in selecting generalizable features
Contact
Tor Björn Minde
Email
Tor.bjorn.minde@ericsson.com
Technical features

Input(s):

  • Measurement data.
  • Policies (features that we know will be monitored).
  • Number of desired features to be selected.

Main feature(s):

  • Unsupervised feature selection taking domain knowledge into account.

Output(s):

  • List of selected features
Integration constraints

None, this is an intellectual property.

Targeted customer(s)

People/software in charge of data center operations and monitoring.

Conditions for reuse

Commercial license to be negotiated.

Confidentiality
Public
Publication date
01-06-2020
Involved partners
Ericsson (SWE)
Ericsson (Canada) (CAN)