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Improve availability of IT-Services with Machine Learning
Presented by: Michael Balser, Chief Product Officer, gridscale GmbH
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IaaS: scaling and resources on demand
Do your current serverapplications benefit?
Improve Availability of IT-Services with Machine Learning - November 2016
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IaaS: scaling and resources on demand
Scaling and high availability is
very complex and expensive.
Often, IaaS is used as „just another server“
Improve Availability of IT-Services with Machine Learning - November 2016
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IaaS: scaling and resources on demand
Today‘s IaaS...
...auto-recovers after a crash...
...but does not proactively prevent it
Improve Availability of IT-Services with Machine Learning - November 2016
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IaaS: scaling and resources on demand
“Most of today‘s IaaS & PaaS is
NOT build for zero downtime“Torsten Urbas, CTO
Improve Availability of IT-Services with Machine Learning - November 2016
What is a Zero-Downtime infrastructure?
6Improve Availability of IT-Services with Machine Learning - November 2016
Imagine IaaS with an effective immune system
Single-point-of-failure
Centralized components
Locality, everything distributedNO
What is a Zero-Downtime infrastructure?
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NOW imagine IaaS that predicts the future
INFRASTRUCTURE MEASUREMENT
PREDICTIONVS
REACTION
RISK MITIGATION
EVENT RANKING
SELF-HEALING
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How do we determine failure probabilites?
machine learning
Improve Availability of IT-Services with Machine Learning - November 2016
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How do we determine failure probabilites?Lessons learnt from Machine Learning
Keep all data
Focus on adaptive correlation
Do not rely on standard statistics
Improve Availability of IT-Services with Machine Learning - November 2016
gridscale adresses what you need...
10Improve Availability of IT-Services with Machine Learning - November 2016
AUTOMATION
FLEXIBILITY
EASE-OF-USE
RELIABILITY
11Improve Availability of IT-Services with Machine Learning - November 2016
Equal partnership!
THE leading data center provider in Europe
Very agile and flexible
Certified according to ISO/IEC, PCI, ...
... and very important:
They are environment friendly
Why did we choose interxion?
About us
12Improve Availability of IT-Services with Machine Learning - November 2016
1,200 CUSTOMERS
>150,000 SERVERS IN LAST 12 MONTHS
CUSTOMERS FROM >10 COUNTRIES
MADE & HOSTED IN GERMANY
Take Away‘s
13Improve Availability of IT-Services with Machine Learning - November 2016
Automate everything – no compromises
Stop centralizing infrastructure – distribute
Use self-optimizing infrastructures
Great partners are a key to success
14Improve Availability of IT-Services with Machine Learning - November 2016
JOIN US AT BOOTH 680
FOR A COCKTAIL
Thank you!