AI/ML for NFV Usecases
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6 is the number of Thoth, and Ibis/Beak-of-Ibis is one of the symbols of Thoth - The above symbol captures both.
Introduction
AI has potential in creating value in terms of enhanced workload availability and improved performance and efficiency for NFV usecases. This work aims to build machine-Learning models and Tools that can be used by Telcos (typically by the operations team in Telcos). Each of these models aims to solve single problem within a particular category. For example, the first category we have chosen is Failure prediction, and we aim to create 6 models - failure prediction of VMs. Containers, Nodes, Network-Links, Applications, and middleware services. This project also aims to define set of data models for each of the decision making problems, that will help both provider and consumer of the data to collaborate.
Approach
Decision Driven Data Analytics.
https://mitsloan.mit.edu/ideas-made-to-matter/decisions-not-data-should-drive-analytics-programs
PTL
Sridhar K. N. Rao (Sridhar Rao)
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---
project: 'Thoth'
project_creation_date: '01 June 2021'
project_category: 'Infrastructure' # One of: Deployment, Integration & Testing, Infrastructure
lifecycle_state: 'Incubation' # One of: Incubation, Mature, Integration, Archived
project_lead: &anuket_PROJECTNAME_ptl
name: 'Sridhar K. N. Rao'
email: 'sridhar.rao@spirent.com'
company: 'Spirent Communications'
id: 'sridharkn' # Linux Foundation ID
timezone: 'IST ((GMT+5:30)'
primary_contact: *anuket_PROJECTNAME_ptl
issue_tracking:
type: 'jira'
url: 'https://jira.anuket.io/projects/thoth'
key: 'thoth'
mailing_list:
type: 'groups.io'
url: 'anuket-tech-discuss@lists.anuket.io'
tag: 'thoth'
realtime_discussion: # Fields may be blank if no realtime discussions
type: 'slack'
server: 'anuketworkspace.slack.com'
channel: '#thoth'
meetings: # Fields may be blank if no standing meetings
- type: 'zoom'
agenda: 'https://wiki.anuket.io/display/HOME/Thoth-Meeting+Minutes' # eg: 'https://wiki.anuket.io/display/HOME'
url: 'https://zoom.us/j/96163911066' # eg: 'https://global.gotomeeting.com/join/819733085'
repeats: 'weekly' # ex: weekly, monthly, bi-weekly
time: '13:00 UTC' # ex: '16:00 UTC'
repositories:
- 'thoth' # ex: myproject
committers:
- name: 'Sridhar K. N. Rao' # repeat all fields for each committer
email: 'sridhar.rao@spirent.com'
company: 'Spirent Communications'
id: 'sridharkn'
- name: 'Girish L' # repeat all fields for each committer
email: 'girish.l@cittumkur.org'
company: 'VTU, Belagavi'
id: 'girishl'
tsc:
# yamllint disable rule:line-length
approval: 'https://wiki.anuket.io/display/HOME/2021-08-03+TSC+Agenda+and+Minutes' # ex: https://wiki.anuket.io/display/HOME/2021-01-12+TSC+Agenda+and+Minutes
changes:
- type: ''
link: ''
# yamllint enable rule:line-length
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