from:"Nematollah Bidokhti"

Re: [Openstack-operators] looking for feedback on proposals to improve logging

2017-04-27 Thread Nematollah Bidokhti

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 there must be consistent logs. This comes 
>> with having IDs and severity properties.
>> 
>> Cloud resiliency in general requires fast fault detection, isolation and 
>> recovery. In addition, there are applications such as NFV that is sensitive 
>> to fast fault detection and recovery. One approach is to have meaningful 
>> logs where by parsing the data we can make real time fault management 
>> decisions.
>> 
>> Similar to interrupts, I would like us to have logging hierarchy which can 
>> help an automated fault management system to take accurate and appropriate 
>> actions. The format of the logs is important since it will ease the ML 
>> analysis later in the process.
>> 
>> Thanks,
>> Nemat

-Original Message-
From: Doug Hellmann [mailto:d...@doughellmann.com] 
Sent: Wednesday, April 26, 2017 7:28 AM
To: openstack-operators 
Subject: [Openstack-operators] looking for feedback on proposals to improve 
logging

I am looking for some feedback on two new proposals to add IDs to log messages. 
Please see the thread on openstack-dev, and comment there or on the specs 
referenced there.

http://lists.openstack.org/pipermail/openstack-dev/2017-April/115958.html

Thanks!
Doug

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Re: [Openstack-operators] Fault Genes WG Meeting Summary

2017-04-06 Thread Nematollah Bidokhti

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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[Openstack-operators] [Fault_Genes] Weekly Summary

2017-03-09 Thread Nematollah Bidokhti


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 USA
Tel:+1-408-330-4714
Cell:  +1-408-528-4909
Fax:   +1-408-330-5088
E-mail: http://nematollah.bidok...@huawei.com
2330 Central Expressway
Santa Clara, CA 95050
http://www.huawei.com/
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[Openstack-operators] [Fault Genes] WG Weekly Meeting

2017-03-02 Thread Nematollah Bidokhti

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 ccess Numbers\n\n\n\nThe link to the wiki
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[Openstack-operators] [Fault Genes] WG Weekly Meeting

2017-03-02 Thread Nematollah Bidokhti

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[Openstack-operators] [Fault Genes] WG Weekly Meeting

2017-03-02 Thread Nematollah Bidokhti

BEGIN:VCALENDAR
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ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN='openstack
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DESCRIPTION;LANGUAGE=en-US:Standard Agenda Items:\n-   Launchpad data t
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Re: [Openstack-operators] [Fault Genes] WG Weekly Meeting Summary

2017-02-10 Thread Nematollah Bidokhti

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 leadership in running the Logging WG.
*   There is a meeting with OSIC team regarding further collaboration on 
machine learning and Web based database.
*   Mike Turvey has been providing information and guidance on his 
development of the FI orchestration.
*   Since Nemat will be on China business trip, Isaac will run the meeting 
for the next two weeks.

Thanks,
Nemat


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Re: [Openstack-operators] [Fault Genes] WG Weekly Meeting Summary

2017-01-19 Thread Nematollah Bidokhti

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 the updated OpenStack Fault Management Blueprint 
architecture
*   Discussed the importance of having SMART logs in OpenStack
*   Isaac agreed to drive the SMART log sub project in Fault Genes
*   Ala will be driving the Collector component of the architecture
*   Zainab will update the chart with the time between failures
*   Michael will provide the Stackoverflow data in the appropriate format 
to the team
*   Zainab will run her word frequency script on the Stackoverflow data
*   Zainab will merge all word count data into one to be used for  
dictionary selection
*   Team will brainstorm on the potential fault classification to be used 
for the machine learning training data
*   Suli - provide update on the web based database and Fault Genes front 
end design

Thanks to Isaac for involving more people from his project team in Fault Genes 
WG.

Regards,
Nemat





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[Openstack-operators] [Fault Genes] WG Weekly Meeting

2017-01-13 Thread Nematollah Bidokhti

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 from 8:00 AM to 9:00 AM (UTC-08:00) Pacific Time (US & Canada).\nWhere: Co
 nference Call\n\nNote: The GMT offset above does not reflect daylight savi
 ng time adjustments.\n\n*~*~*~*~*~*~*~*~*~*\n\nStandard Agenda Items:\n-  
  Launchpad data transformation to Fault Genes database\n-   Stacko
 verflow data capture\n-   User Interface for Operators\n-   Machin
 e learning analysis process\n-   Collaboration with other projects suc
 h as Congress\n-   Open items\n\n\n\n  Meeting Conference Link: ht
 tps://www.connectmeeting.att.com\n  Meeting Number: 8887160594\n  
 Code: 3773562\n  USA Toll-Free: 888-716-0594\n  USA Caller Paid: 2
 15-861-6199\nFor Other Countries:Click Here to View Global Con
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BEGIN:VEVENT
SUMMARY:[Fault Genes] WG Weekly Meeting
DTSTART;TZID=Pacific Standard Time:20161222T08
DTEND;TZID=Pacific Standard Time:20161222T09

Re: [Openstack-operators] [Fault Genes] WG Weekly Meeting

2017-01-13 Thread Nematollah Bidokhti

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 our initial focus will be on defining and analyzing 
the fault classifications
*   Isaac presented the activities that Intel & Rackspace are performing 
regarding the OpenStack resiliency and HA
*   Nemat presented the draft of OpenStack Fault Management Blueprint white 
paper & team provided some feedback.
o   The plan is to have internal reviews first and then send it to a larger 
audience
o   Also adding additional use cases

Action Items:

*   Michael will obtain & combine the latest set of data from Launchpad, 
stack overflow and provide them to the team for analysis
*   Zainab, Suli & Michael will perform the 1st part of the data 
pre-processing for the next meeting.
o   The activity is to come up with word frequency of use from the raw data
o   This is the 1st step for us to start the machine learning data modeling 
which will help us to create the dictionary
*   Isaac will provide all the data and links to the Intel/Rackspace fault 
insertion testing data
*   Nemat submit an abstract for OpenStack summit in Boston regarding the 
OpenStack fault management blueprint

Thanks,
Nemat


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Re: [Openstack-operators] [Fault Genes] WG Weekly Meeting Summary

2016-12-02 Thread Nematollah Bidokhti

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 out the latest dataset to team members
o   Suli: will has create draft of the web based database and will complete 
after next week
-   Stack-overflow data capture
o   Michael: will send the output of the Stack-overflow script to the team 
for review
-   User Interface for Operators
o   Suli: will create the UI
o   Team discussed the format today
o   Need to finalize the interface
-   Machine learning analysis process
o   Jinzhong, Suli, Zainab & Michael: collaborate on the data analysis
-   Collaboration with other projects
o   Nemat: will continue to work with Eric Kao from Congress project
-   Open items
o   No open items discussed




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Re: [Openstack-operators] [User-committee] [Fault Genes] WG Meeting Summary

2016-11-23 Thread Nematollah Bidokhti

I'm very interested to know if there is data from stackoverflow which other 
groups could use, is there a place where this data is being collected or easily 
queried.  Specifically, I'm wondering if there is data pertaining the DevOpps 
or CloudApp communities which might be sought?

We will bring in the data from Stackoverflow and other sources to our database 
where you will be able to run queries. The Stackoverflow data is not as crisp 
as you might find in Launchpad. We are going to run some scripts that will grab 
info based on keywords.

BTW, we would like to have the opportunity to work with Operators where we can 
receive OpenStack bugs and mitigations data.

In addition, we are interested in the OpenStack tribal knowledge where they did 
not become bugs in Launchpad, but annoying enough that needs to be addressed.

Interesting, what would be the audience/intended 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.org; user-commit...@lists.openstack.org
Subject: Re: [User-committee] [Fault Genes] WG Meeting Summary

Great to see the summary on-list here Nemat (nice work modelling good behaviour 
for other WG chairs), especially for folk on this side of the planet who are 
unable to attend the meeting given timezones.
Comments/questions inline below:

On Thu, Nov 24, 2016 at 5:41 AM, Nematollah Bidokhti 
<nematollah.bidok...@huawei.com<mailto:nematollah.bidok...@huawei.com>> wrote:
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 members can review and provide their feedback

o   Michael: will port the latest image of the Launchpad database. He will 
ensure that we bring in all the related fields.

o   Jinzhang mentioned that for the data analysis is best to have the data in 
.csv format

-  Stackoverflow data capture

o   Michael is still working on extracting the applicable data from 
Stackoverflow site that could be used in conjunction with our Launchpad or 
other sources of data

o   He will use the input provided by Zsolt and create the environment on his 
MAC

I'm very interested to know if there is data from stackoverflow which other 
groups could use, is there a place where this data is being collected or easily 
queried.  Specifically, I'm wondering if there is data pertaining the DevOpps 
or CloudApp communities which might be sought?


-  User Interface for Operators

o   Suli will create the UI as part of his website design

o   We need to brainstorm on what is the best format to communicate with the 
users

-  Machine learning analysis process

o   Jinzhang provided valuable insights on how we can approach the machine 
learning in our application

o   He mentioned that this is a challenging machine learning project since it 
needs to be applied to natural language instead of some numbers or metrics

o   He suggested to create a training data set which will require OpenStack 
experts

o   For the 1st version of the data we will focus on extracting the fault 
classification first

o   Then share this info with the community and get feedback from appropriate 
experts

-  Collaboration with other projects such as Congress

o   Nemat is communicating with the Congress PTL on future collaboration and 
how Fault Genes data and output can support other projects

-  White Paper

o   Anni Lai suggested to write a white paper to help the community become more 
familiar on the concept that we working towards

o   Team agreed to support this effort

o   Nemat will put together the template and start the paper

o   The team will each contribute based on their areas of expertise
Interesting, what would be the audience/intended topic of the whitepaper?
/
dff

Thanks,

Nemat Bidokhti
Chief Architect, Cloud Resiliency
IT Product Line, Computing Lab
Futurewei Technologies, Inc.
HUAWEI R USA
Tel: +1-408-330-4714<tel:%2B1-408-330-4714>
Cell:   +1-408-528-4909<tel:%2B1-408-528-4909>
Fax:+1-408-330-5088<tel:%2B1-408-330-5088>
E-mail: nematollah.bidok...@huawei.com<mailto:nematollah.bidok...@huawei.com>
2330 Central Expressway
Santa Clara, CA 95050
http://www.huawei.com<http://www.huawei.com/>


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http:/

[Openstack-operators] [Fault Genes] WG Meeting Summary

2016-11-23 Thread Nematollah Bidokhti

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 members can review and provide their feedback

o   Michael: will port the latest image of the Launchpad database. He will 
ensure that we bring in all the related fields.

o   Jinzhang mentioned that for the data analysis is best to have the data in 
.csv format

-  Stackoverflow data capture

o   Michael is still working on extracting the applicable data from 
Stackoverflow site that could be used in conjunction with our Launchpad or 
other sources of data

o   He will use the input provided by Zsolt and create the environment on his 
MAC

-  User Interface for Operators

o   Suli will create the UI as part of his website design

o   We need to brainstorm on what is the best format to communicate with the 
users

-  Machine learning analysis process

o   Jinzhang provided valuable insights on how we can approach the machine 
learning in our application

o   He mentioned that this is a challenging machine learning project since it 
needs to be applied to natural language instead of some numbers or metrics

o   He suggested to create a training data set which will require OpenStack 
experts

o   For the 1st version of the data we will focus on extracting the fault 
classification first

o   Then share this info with the community and get feedback from appropriate 
experts

-  Collaboration with other projects such as Congress

o   Nemat is communicating with the Congress PTL on future collaboration and 
how Fault Genes data and output can support other projects

-  White Paper

o   Anni Lai suggested to write a white paper to help the community become more 
familiar on the concept that we working towards

o   Team agreed to support this effort

o   Nemat will put together the template and start the paper

o   The team will each contribute based on their areas of expertise

Thanks,

Nemat Bidokhti
Chief Architect, Cloud Resiliency
IT Product Line, Computing Lab
Futurewei Technologies, Inc.
HUAWEI R USA
Tel: +1-408-330-4714
Cell:   +1-408-528-4909
Fax:+1-408-330-5088
E-mail: nematollah.bidok...@huawei.com
2330 Central Expressway
Santa Clara, CA 95050
http://www.huawei.com

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[Openstack-operators] Canceled: [Fault Genes] WG Weekly Meeting

2016-11-21 Thread Nematollah Bidokhti

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DESCRIPTION;LANGUAGE=en-US:When: Thursday\, November 24\, 2016 8:00 AM-9:00
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 \n\n*~*~*~*~*~*~*~*~*~*\n\nStandard Agenda Items:\n-   Launchpad data 
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 \n-   User Interface for Operators\n-   Machine learning analysis 
 process\n-   Collaboration with other projects such as Congress\n-
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[Openstack-operators] Canceled: [Fault Genes] WG Weekly Meeting

2016-11-21 Thread Nematollah Bidokhti

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 -operat...@lists.openstack.org':MAILTO:openstack-operators@lists.openstack
 .org
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN='user-comm
 it...@lists.openstack.org':MAILTO:user-commit...@lists.openstack.org
DESCRIPTION;LANGUAGE=en-US:When: Thursday\, November 24\, 2016 8:00 AM-9:00
  AM (UTC-08:00) Pacific Time (US & Canada).\nWhere: Conference Call\n\nNot
 e: The GMT offset above does not reflect daylight saving time adjustments.
 \n\n*~*~*~*~*~*~*~*~*~*\n\n\n\n\n  Meeting Conference Link: https://ww
 w.connectmeeting.att.com\n  Meeting Number: 8887160594\n  Code: 37
 73562\n  USA Toll-Free: 888-716-0594\n  USA Caller Paid: 215-861-6
 199\nFor Other Countries:Click Here to View Global Conference 
 Access Numbers\n\n\n\nThe link to the wik
 i https://wiki.openstack.org/wiki/Fault_Genes_Working_Group\n\n\n\n
SUMMARY;LANGUAGE=en-US:Canceled: [Fault Genes] WG Weekly Meeting
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[Openstack-operators] [Fault Genes] WG Weekly Meeting

2016-11-21 Thread Nematollah Bidokhti

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Re: [Openstack-operators] Audit Logging - Interested? What's missing?

2016-11-16 Thread Nematollah Bidokhti

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 consistent log structure for our fault management 
policies.

Thanks,
Nemat


-Original Message-
From: Tom Fifield [mailto:t...@openstack.org] 
Sent: Wednesday, November 16, 2016 2:29 PM
To: OpenStack Operators
Subject: [Openstack-operators] Audit Logging - Interested? What's missing?

Hi Ops,

Was chatting with Department of Defense in Australia the other day, and one of 
their pain points is Audit Logging. Some bits of OpenStack just don't leave 
enough information for proper audit. So, thought it might be a good idea to 
gather people who are interested to brainstorm how to get it to a good level 
for all :)

Does your cloud need good audit logging? What do you wish was there at the 
moment, but isn't?


Regards,


Tom

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[Openstack-operators] [Fault Genes] WG Weekly Meeting Summary

2016-09-19 Thread Nematollah Bidokhti

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 members to the team
o   Zsolt Nagy (T-Systems)
o   Michael Zhouzzy (UCSD)
*   Asked the team members to contribute to the creation of fault classes & 
types list for their respective areas
o   Input from Matt Greene
*   Fault Class: VM not accessible
*   Fault Type: network connectivity, insufficient hypervisor resources, VM 
guest mis-configuration, authentication/permissions error
*   Michael: will update the Google sheet to include the dropdowns
*   Zsolt: provide the source code to grab data from StackOverflow
*   Michael: Use Zsolt's source code to provided the latest updates & 
determine if there are open APIs to export the data to our worksheets for 
further analysis
*   Zsolt: invite more people from the T-Systems Operation team
*   Nemat: invite Ching and Farhad to join the team as Neutron experts

Thanks,
Nemat




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[Openstack-operators] New working group: [fault genes]. Recap from Austin from "Taxonomy of Failure" Ops session and plans going forward as a working group

2016-05-04 Thread Nematollah Bidokhti

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 all comments were positive and felt we
are going in a right direction.

The goal is to look at OpenStack resiliency in holistic fashion by identifying
all possible failure modes (either experienced to date or based on design
implementation), classifying them, defining the ideal mitigation strategy, how
should they be reported and how they can be re-created with the OpenStack
version in mind. The results of this effort will be used throughout OpenStack
lifecycle (design, development, test, deployment).

After our meeting I met with a lot of companies in the market place and
received lots of encouragement to complete the effort that we have started.
There were 20 companies that I met with and all expressed their interest to
support this activity. As a result, we have decided to start a working group
"Fault Genes" to focus on all OpenStack failure modes.

The plan is to start with email communications and filling out our Google Sheet
template
(https://docs.google.com/spreadsheets/d/1sekKLp7C8lsTh-niPHNa2QLk5kzEC_2w_UsG6ifC-Pw/edit#gid=2142834673)
that we have set up, start out with a weekly meeting, adjusting as the group
sees fit and in 3 months have a check point on what we have accomplished. Then,
we should have a picture of what we have accomplished, where this will go and
have information to present at OpenStack in Barcelona. Below is the link to the
etherpad:

https://etherpad.openstack.org/p/AUS-ops-Taxonomy-of-Failures

For those who were in the meeting or discussed this at the summit, and you
understand spreadsheet, please take time and fill in the spreadsheet with the
failure modes that you have experienced so far and related attributes for each
failure mode.

I'll schedule a meeting to get those who weren't at the summit informed of the
process and how to use the spreadsheet.

Suggestions of meeting times, or further discussion here is appreciated and
appropriate.

My availability for meetings is: 1600-2359 UTC

Please use this link http://doodle.com/poll/8ymwuqva7itv84p8 to provide your
suggested time.

Thanks,

Nemat Bidokhti
Chief Reliability Architect
IT Product Line, Computing
Lab
Futurewei Technologies, Inc.
HUAWEI R USA
Tel: +1-408-330-4714
Cell: +1-408-528-4909
Fax:+1-408-330-5088
E-mail:
nematollah.bidok...@huawei.com
2330 Central Expressway
Santa Clara, CA 95050
http://www.huawei.com
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