Hi,
As per our WG presentation in the Boston summit, the goal of our WG is to
define OpenStack fault management policies. These policies would be utilized by
other OpenStack projects such as Congress.
There were suggestions from the Operators on how should they provide data to
Fault Genes WG.
O
Hi,
I have been working on the concept of fault management blueprint to increase
cloud resiliency. As part of this proposal, info such as logs, KPIs, health
checks and so on are critical since we are engaging in deep data analysis and
machine learning.
>>
>> To ease the data analysis process t
Hi All,
Below is the link to the weekly meeting summary. There are a lot of exciting ML
work being performed by the team.
https://etherpad.openstack.org/p/Fault-Genes
thanks,
Nemat
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Below is the link to our meeting summary and action items.
https://etherpad.openstack.org/p/Fault-Genes
Thanks,
Nemat Bidokhti
Chief Architect, Cloud Resiliency
IT Product Line, Computing Lab
Futurewei Technologies, Inc.
Huawei R&D USA
Tel:+1-408-330-4714
Cell: +1-408-528-4909
Fax:
Below is the link to meeting summary:
https://etherpad.openstack.org/p/Fault-Genes
Thanks,
Nemat Bidokhti
Chief Architect, Cloud Resiliency
IT Product Line, Computing Lab
Futurewei Technologies, Inc.
Huawei R&D USA
Tel:+1-408-330-4714
Cell: +1-408-528-4909
Fax: +1-408-330-5088
E
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Hi All,
Following is our meeting summary:
* Zainab presented her work on creating the dictionary.
* Suli talked about his plan and development of Fault Genes web based
database
* Isaac discussed the logging research that he is doing.
* The goal is for him to take more lea
Hi All,
Following is our meeting summary:
* We have a new member Robert Lee from Ericsson joined the team. He has
great experience that should enhance our team skill sets.
* Zainab - presented her updated data.
o Stated that Stackoverflow data is large and need to find a way to
Hi All,
We had a great meeting today. Following were the items that we discussed:
* Zainab presented her word frequency analysis of the Launchpad data and
high level review of the source code
* Michael provided some info on the types of data in Stackoverflow
* Nemat reviewed th
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Hi All,
Following are the meeting summaries:
* We had a good participation
* We have a new member (solution architect) from University of Alabama
* Nemat presented the team machine learning approach to analyze the data
and focused on data pre-processing
* Team agreed that
Hi,
Following is the meeting summary:
* Nemat presented the Machine Learning approach for the Launchpad bug
summary data
o It is a combinations of activities such as:
* Creating the dictionary
* Specifying classes
* Constructing the training data
* Running the
General:
- We had two new members (Ahmed & Zainab) joining our WG
- Still plan to generate the white paper. Tentative target date is before
the Operator mid cycle meeting.
Standard Agenda Items:
- Launchpad data transformation to Fault Genes database
o Michael: will send o
d topic of the whitepaper?
The goal is to make it interesting enough so developers and operators can
benefit from the concept.
Nemat
From: David F Flanders [mailto:fland...@openstack.org]
Sent: Wednesday, November 23, 2016 2:02 PM
To: Nematollah Bidokhti
Cc: openstack-operators@lists.openstack
Hi All,
Following is the meeting summary:
- Launchpad data transformation to Fault Genes database
o Discussed the design of a new web based database where we can upload info
and query the database
o Suli: will develop the database and he will be sending out the plans so all
team
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Hi Tom,
It would be great if the logs were formatted as such that could convey the
following:
- Fault classification/types
- Potential root Causes
- Latest state before failure/crash
The above can help with automation and self healing. This is part of our Fault
Genes WG mission to get to consis
Hi All,
Please refer to the link below to add your input/content.
OpenStack bugs with Importance == Critical:
https://docs.google.com/spreadsheets/d/1vGmSEroPlpMn3w_-ljS5Eh1f1pSdBdTiokUrkVpo0PM/edit?usp=sharing
OpenStack bugs with Importance == High:
https://docs.google.com/spreadsheets/d/1lL9Xh
Hi All,
We had a great meeting today. Following were discussed and action items:
* Started reviewing the Launchpad critical bugs
o Classifying the bugs (fault class & fault types), recommended mitigation
* Decided to focus on the high bug rate projects
* Added two new membe
Hi Everyone,
Based on input from people who have responded Monday May 16th @ 9 AM PST is set
for our 1st WG meeting. The intent of the meeting is to discuss the following:
* WG mission
* Deliverables
* Timeline
* Technical contributions
* Taxonomy Temp
Hi,
This email is a recap from our OpenStack summit meeting "Taxonomy of Failure"
in Austin. The purpose of this email is to provide a summary of the meeting and
future plans.
We had between 55-60 people participating in our session and received a number
of comments and suggestions. Basically
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