Self-Driving Data Center

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Self-Driving Data Center The Nugget of Software Defined Movement

About SIOS

• Founded in 1999

• SIOS Technology Corp. is a wholly owned subsidiary of SIOS Technology, Inc., a Tokyo based, publicly traded company

• Worldwide presence with offices throughout the US, UK and Japan

• Over 50,000 licenses installed globally

• Leading Technology Partnerships

Out of the Box Linux Knowledge

Services

• SAP

• WebSphere MQ

• Any Custom App

Applications • Apache

• Samba

• NFS

• LVM

• SW Raid (md)

Databases Storage

• Oracle

• MySQL

• PostgreSQL

• Sybase

• DB2

• Informix

• DMMP

• NAS

• EMC PowerPath

• Hitachi HDLM

• IBM SDD

• Data Replication

Protect

Any

Application

Technology Trends

Hardware Commoditization

Convergence

CLOUD BigData

Technology

Business Model

Technology Trends

Hardware Commoditization

Convergence

CLOUD BigData

Technology

Business Model

Customer Problem

Reduce Capex and Opex while

achieving scale, performance, and

availability.

Software

Black Box

Agility and Flexibility

Customer Problem

Cloud and Virtualization

Data Center Today Storage Network Cloud/Virtualization

Software

Black Box

• Has scale and capacity

• Proprietary Solution (Software and Hardware)

• Not heterogeneous

• Expensive

• Restrictive (vendor lock-in)

https://www.google.com/url?sa=i&rct=j&q=&esrc=s&frm=1&source=images&cd=&cad=rja&docid=AaT2bnT1UxvRJM&tbnid=QZkFX1_CWcBDxM:&ved=&url=https://twitter.com/HP&ei=JWpsUaiQHOqD0QGi_oDwCA&bvm=bv.45175338,d.dmQ&psig=AFQjCNFD6s8xM0HWyyai1DvuChLFA-OirQ&ust=1366145957845812

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Data Center Emerging (Open Source Foundation)

Storage Network

Software White

Box

• Has scale and capacity

• Open Solution (Software and Hardware)

• Heterogeneous

• Cost-effective

• No vendor lock-in

Cloud/Virtualization


Cloud/Virtualization

Software Defined from the

beginning and causes to the

disruption in silos underneath.


Storage

Blog post: http://blog.techdozor.org/index.php/2013/09/30/san-vs-opensource/

• Distributed block storage takes each local storage

system and, in much the same way as RAID

combines multiple drives into one single array. No

SPOF, point of management locus is centralized

• Enterprise level features: scalability, thin-

provisioning, snapshotting, cloning, tiering, caching,

HA/DR

• Performance: ability to spread the load from a heavy

use virtual drive across multiple storage nodes in a

cluster.

• Finally: All of the above is all about CapEx, OpEx,

and TCO

Storage

http://blog.techdozor.org/index.php/2013/09/30/san-vs-opensource/





Network


• What is it? It is a centralized management of the

network infrastructure that enables automation, analytics, and orchestration of network services via the standardized interfaces.

• Why SDN? Efficiency – optimized existing

application, services, and infrastructure

Scale – ability to keep up with the dynamic scaling of application and corresponding services

Innovation – from “black box” to

Why Software Defined *

• To achieve ITaaS, i.e. all aspects of infrastructure

are virtualizaed and delivered as a service

• Make application infrastructure aware for

automation, provisioning, etc.

Is Software Defined * DEAD? What’s Next?

Hardware Defined *?

Back to the problem at hand

Cloud and Virtualization



Physical Servers

Public

Cloud

Private

Cloud

Hybrid

Cloud

Hosted Private

Cloud

Virtualized Servers

On-Premise Off-Premise


Storage Network Cloud/Virtualization

API API API

Software Stack Software Stack Software Stack

Gaps in Current Approaches



Converged Predictive analytics is GAP

Data Complexity

We see it coming – Google Alerts

2014

IT Operations Analytics (born 2014)

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

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




Analytics powered by Machine Learning

Analytics and Machine Learning

Next Generation Datacenter

Five Key Requirements for ML App

Presentation

Scalability is the KEY!

Adoptability, and Portability

Data Strategy (security, privacy, and governance)

Algorithm and Data Normalization

Do It Yourself!

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

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

http://madlib.net/

https://mahout.apache.org/

Questions?

Contact Info

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

http://www.us.sios.com/

http://www.us.sios.com/

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

http://www.twitter.com/TechDozor

http://blog.techdozor.org/

http://blog.techdozor.org/

Thank you!

Self-Driving Data Center

Text of Self-Driving Data Center

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