Software Defined Networking (SDN) for the Datacenter

Clusters Your Way.™

Copyright © 2014 SIOS Technology Corp. All Rights Reserved.

Clusters Your Way.™

Self-Driving Data Center Applying Machine Learning to the Cloud

Sergey A. Razin, CTO, SIOS Technology Corp.

Clusters Your Way.™

Copyright © 2014 SIOS Technology Corp. All Rights Reserved.

Founded in 1999

Formerly Steeleye Technology

Headquarters in San Mateo, CA

Offices across the US, UK and Japan

Recognized Experts in Application Availability

More than 50,000 licenses installed globally

in a wide range of industries

Who is SIOS?

Partners are industry leaders

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Clusters Your Way.™

Technology Trends

Hardware Commoditization

Convergence

CLOUD BigData

Technology

Business Model

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Data Center Today

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Data Center Emerging (Open Source Foundation)

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Back to the problem at hand

Storage Network Cloud/Virtualization

API API API

Software

Stack

Software

Stack

Software

Stack

Clusters Your Way.™

Gaps in Current Approaches

Clusters Your Way.™

Gaps in Current Approaches

Clusters Your Way.™

Clusters Your Way.™

Gaps in Current Approaches

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COMPLEXITY

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Clusters Your Way.™

Converged Predictive analytics is GAP

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Good Bye, Big Data!

Hello, Smart Data!

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What is Machine

Learning?

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Clusters Your Way.™

IT Operations Analytics (born 2014)

Source: http://www.itoa-landscape.org/

Clusters Your Way.™

Analytics powered by Machine Learning

Clusters Your Way.™

Open Source is Ready

Clusters Your Way.™

Next Generation Datacenter

Clusters Your Way.™

Data Complexity

Clusters Your Way.™

Five Key Requirements for ML App

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Why should IT

brush up on

Algorithms?

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Expert Knowledge + Machine Learning

“Data Scientist”

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Stay Relevant - Education

Machine Learning Course:

https://www.coursera.org/learn/machine-learning

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Stay Relevant - Education

Data Scientist Certification Program:

https://www.coursera.org/specialization/jhudatascience/1

Clusters Your Way.™

DIY – Machine Learning

http://www.r-project.org/

http://www.cs.waikato.ac.nz/ml/weka/

http://madlib.net/

https://mahout.apache.org/

http://jubat.us/en/

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How about those latencies?

Anomaly Detection – K-means Clustering

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Outlier Detection Using K-means

Anything outside 3 standard deviations is an outlier

Clusters Your Way.™

Social Graph -> IT Graph

http://neo4j.com/

FlockDB

https://github.com/twitter/flockdb

http://giraph.apache.org/

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Neo4j

https://www.vmware.com/support/pubs/sdk_pubs.html

API

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Want to see it

in Action? http://us.sios.com/

Clusters Your Way.™

SIOS iQ™

Machine Learning Analytics for optimizing

VMware environments

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+ Opportunity to win grand prize:

$100

SIOS iQ™ Machine Learning Analytics for

optimizing VMware environments

Participate in our SIOS iQ™

usability study and have a coffee on us!

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• Back-End (Variety)

• UI Rock Star (AngularJS)

• QA

Job Opportunities @ SIOS

Great People. Exciting and Innovative Projects.

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Clusters Your Way.™

Sergey A. Razin, Ph.D.

Chief Technology Officer

SIOS Technology Corp.

Email: [email protected]

LinkedIn: http://www.linkedin.com/in/sergeyrazin

Follow me: http://www.twitter.com/TechDozor

Read me: http://blog.techdozor.org