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Your AIOps Adoption Partner
Automated Root Cause
Analysis with Elastic Stack
2
Who we are and what we do?
● Full visibility with automation
on top of warehouse
solutions
● Combine cybersecurity, data
science, networking and dev
for tailored solutions
● Data monetization
DevOps
● Designing, integrating and
securing server, storage and
network
● Combine solutions to avoid
vendor lock-in
● Certified engineers at the
highest level on all
infrastructure technologies
Infrastructure
● Leverage Big Data analytics
and customized machine
learning solutions
● Automation capabilities for
improved security
● Augment your existing
security team
Security
● Talented engineers blazing the
trail for AI solutions in IT
● Siscale certifies first engineers
as experts in Elastic solutions,
providing consulting expertise in
devops,IT infrastructure and
security
● We contribute to the next wave
of productivity in IT by helping
customers with AIOps adoption,
developing custom solutions on
top of Elastic Stack
“by 2022, 40% of all large enterprises will combine big data and machine learning functionality to support and partially replace monitoring, service desk and
automation processes and tasks, up from 5% today.”*
*Gartner, Market Guide for AIOps Platforms, Gartner, August 3, 2017
3Winning the race for efficiency in IT
● Siloed teams (Lack of insight across
the stack) : DB, Infrastructure,
Security, Monitoring Tools, missing
CMDB
● Need for fast response and
proactiveness
● Multiple simultaneous reasons for
failure
● Lots of Logs but not used (properly)
Challenges:
● Reduce Response time through
Automation and Algorithms
● Unify Teams through Data using
Elastic Stack
● Precision at investigation with Neural
Networks (Tensorflow)
● Leverage existing Elastic Stack install
base
RCA Enables:
Siscale RCA Implementation
Root
Cause
Analysis
(RCA) Classify Issues
False Positive Root Cause
Visualize RCA initial results
Tag Original Events
User
Feedback UI Present results to user
for feedback collection
Data Sources (API, Logs, Beats,
Anything)
RCA Reviewed By User
Many Iterations till
perfection!
Event1: Root Cause
Event2: Root Cause
Event3: False Positive
Event4: False Positive
Event5: False Positive
Event6: Root Cause
Event1: False Positive
Event2: Root Cause
Event3: False Positive
Event4: False Positive
Event5: False Positive
Event6: False Positive
4
RCA Demo

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Siscale Lightning Talk: Automated Root Cause Analysis with Elastic Stack

  • 1. Your AIOps Adoption Partner Automated Root Cause Analysis with Elastic Stack
  • 2. 2 Who we are and what we do? ● Full visibility with automation on top of warehouse solutions ● Combine cybersecurity, data science, networking and dev for tailored solutions ● Data monetization DevOps ● Designing, integrating and securing server, storage and network ● Combine solutions to avoid vendor lock-in ● Certified engineers at the highest level on all infrastructure technologies Infrastructure ● Leverage Big Data analytics and customized machine learning solutions ● Automation capabilities for improved security ● Augment your existing security team Security ● Talented engineers blazing the trail for AI solutions in IT ● Siscale certifies first engineers as experts in Elastic solutions, providing consulting expertise in devops,IT infrastructure and security ● We contribute to the next wave of productivity in IT by helping customers with AIOps adoption, developing custom solutions on top of Elastic Stack “by 2022, 40% of all large enterprises will combine big data and machine learning functionality to support and partially replace monitoring, service desk and automation processes and tasks, up from 5% today.”* *Gartner, Market Guide for AIOps Platforms, Gartner, August 3, 2017
  • 3. 3Winning the race for efficiency in IT ● Siloed teams (Lack of insight across the stack) : DB, Infrastructure, Security, Monitoring Tools, missing CMDB ● Need for fast response and proactiveness ● Multiple simultaneous reasons for failure ● Lots of Logs but not used (properly) Challenges: ● Reduce Response time through Automation and Algorithms ● Unify Teams through Data using Elastic Stack ● Precision at investigation with Neural Networks (Tensorflow) ● Leverage existing Elastic Stack install base RCA Enables:
  • 4. Siscale RCA Implementation Root Cause Analysis (RCA) Classify Issues False Positive Root Cause Visualize RCA initial results Tag Original Events User Feedback UI Present results to user for feedback collection Data Sources (API, Logs, Beats, Anything) RCA Reviewed By User Many Iterations till perfection! Event1: Root Cause Event2: Root Cause Event3: False Positive Event4: False Positive Event5: False Positive Event6: Root Cause Event1: False Positive Event2: Root Cause Event3: False Positive Event4: False Positive Event5: False Positive Event6: False Positive 4