Attendees

Sl. No.	Topic	Presenter	Notes
1	AlgoSelector Update	Sridhar Rao	Current Status and Demo. https://github.com/opensource-tnbt/algoselector Target for 24-September: One category (RL/SL/UL) should be completed. Kanak: Working on the questions - prepared few but not convinced. Jahanavi: Edit the wiki to add questions. Akanksha: Added two graph - will continue to improve it.
2	Failure Emulation Update	Sridhar Rao	Running just CPU (matrix mul), Memory, Storage and Network - at high-rate doesn't cause failures. stress-ng: Above 4 + systemcalls, IPC, interrupts, process-mgmt. Remote mgmt of this tool (stress-ng) was missing. It was added by an intern, and we have the complete (client-server) system ready. Client is used to configure and control, multiple instances of stress-ng.
3	FP Model Development Update	Girish/ Rohit Singh Rathaur	Status: Implementation of the following models are ready: Existing: decision-tree, xg-boost. New: lstm, gnn Each will be a separate Jupyter Notebooks. Documentation: (a) Data, and data-format. - Orange published IMS clearwater VNF data. Application-Failure. Application-Data and Infrastructure-Data. 177000 Rows, VNF: 26 Features. Assumption: Data in the filesystem. (b) Usage (c) Interpretation. Final Demo: 24-Sept-2021
4	Data Extraction Tool Status	Sridhar Rao	Prometheus: Done. Elasticsearch: Implementation is done, testing is pending - RI-1 (airship) pods are down.
5	Data Generation - GANs as an option	Girish	Data: Textual-Data. Can we use GANs to generate 'Monitoring' Data: There is potential, and the below work should be a good starting point. https://dl.acm.org/doi/10.1145/3419394.3423643
6	ONES Summit presentation		Mention of Thoth. Share the WIP document - mention/highlight the sections.

2021-09-17 AI/ML for NFV Meeting Minutes

Attendees