lightning speaker kapil bakshi distinguished architect
TRANSCRIPT
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Lightning Speaker
Kapil Bakshi Distinguished Architect
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© 2014 Cisco and/or its affiliates. All rights reserved.
Approaches to Big Data & Analytics
Kapil Bakshi
Distinguished Architect, Cisco System
Oct. 2014
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Agenda
• THE approach
• Big Data Analytics
• Network Edge Analytics
• Data Virtualization
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Cisco Confidential 5© 2014 Cisco and/or its affiliates. All rights reserved.5
New Data Sources (IoT) Creates Big Data
Email/Web
E-commerce
Social
Video
Internet of
Things
VolumeOf Data
Present Time
Heritage Operational Data
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Big Data and Analytics Approach
Network Edge Analytics
Big Data Analytics in DC
or Cloud
Data Virtualization
Network
Network N
etwor
k
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Cisco Big Data Analytics Platforms in DC and Cloud
Massively Parallel Processing; RDBMS for EDW
UnstructuredKey-Value Store DatabaseDocument Database
Apache Opens Source ProjectManage and Process Massive Amounts of Data
No SQL MPP Databases
Had
oop
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Network Edge Computing Platform – UCS Mini
New architectural entry point for IoE and Network Edge Analytics
UCS Mini :
• Compute
• Solid-state • Networking
• UCS Manager
• Unified Computing in 6U
• Chassis-Integrated Fabric Interconnects
• UCS Manager
• Standard UCS Blades / Fans / Power Supplies UCS Mini
UCS Mini
Edge-Scale Computing
Core Big Data Workloads
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How Data Virtualization WorksExample Scenario
So the data needs to look like this…
2
But the data comes from these sources, in these formats…
3
I need to build BI/Analytics application that looks like this…
1
Agile data integration software
that makes it easy to access all your
data,
no matter where it’s managed,
and query it across the network
as if it were in a single place.
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Data Virtualization: Big Data Warehouse Expansion
Data Warehouse
Big Data WarehouseExpansion Solution
Big Data
+
Data Warehouse
UCS UCSUCS
Data Virtualization
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Big Data and Analytics Approach
Network Edge Analytics
Big Data Analytics in DC
or Cloud
Data Virtualization
Network
Network N
etwor
k
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©2013 Cisco and/or its affiliates. All rights reserved.
Thank you.
Cisco Confidential