Improve Availability of IT-Services with Machine Learning

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?

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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...

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AUTOMATION

FLEXIBILITY

EASE-OF-USE

RELIABILITY

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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

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1,200 CUSTOMERS

>150,000 SERVERS IN LAST 12 MONTHS

CUSTOMERS FROM >10 COUNTRIES

MADE & HOSTED IN GERMANY

Take Away‘s

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Automate everything – no compromises

Stop centralizing infrastructure – distribute

Use self-optimizing infrastructures

Great partners are a key to success

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JOIN US AT BOOTH 680

FOR A COCKTAIL

Thank you!