Empowering What’s Next
Cisco
Customer Education
Big Data Is
A Big Opportunity
and Cisco
Can Help
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Empowering What’s Next
Cisco
Customer Education
Big Data Is
A Big Opportunity
and Cisco
Can Help
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Who is Cisco?
ü
Data Warehouse Overview
ü
What is Big Data
ü
The Ecosystem
ü
The Products
ü
What’s New
ü
Next Steps
About Your Host
Brian Avery
Territory Business Manager
Cisco Systems, Inc.
Cisco Confidential 5 © 2014 Cisco and/or its affiliates. All rights reserved.
Computer scientists,
Len Bosack and Sandy Lerner
found Cisco Systems
Bosack and Lerner run network cables between two different buildings on the
Stanford University campus
A technology has to be invented to deal with disparate local area protocols; the multi-protocol router is born
Cisco Confidential 6 © 2014 Cisco and/or its affiliates. All rights reserved.
Who Is Cisco?
Chuck Robbins, CEO, Cisco
•
Dow Jones Industrial Average
Fortune 100 Company
•
$145B Market Capitalization
•
$48B in Revenue
•
$8B in Annual Profits
•
$33B More Cash than Debt
§
CCE is an educational session for current and
prospective Cisco customers
§
Designed to help you understand the capabilities and
business benefits of Cisco technologies
§
Allow you to interact directly with Cisco subject matter
experts and ask questions
§
Offer assistance if you need/want more information,
demonstrations, etc.
November 2015
Cisco Big Data and Analytics Infrastructure
and Solutions
Unlock the Power of Your Data
to Initiate Tomorrow’s Trends
EFFICIENCY
§ Process Analytics Anywhere § Cost-Effective, Massive Scalability § Advanced Intelligence, Automation
SPEED
§ Accelerate Insights at Enterprise Scale § Accelerate Analytics Deployments§ Detect and Manage Business Risk Faster and Better
DISRUPTION
§ Solve More Business Problems Faster
§ Deliver Self-Service Analytics to More Employees
Big data and Analytics convert meaningless raw data into a powerful competitive advantage
§ 277x data created by IoE devices vs. end users – source: 2014 Cisco® Global Cloud Index
§ By 2020, there will be 5200 GB of data for every person on earth – source: 2012 Digital Universe Study conducted by IDC and sponsored by EMC (see:
http://www.computerworld.com/article/2493701/data-center/by-2020--there-will-be-5-200-gb-of-data-for-every-person-on-earth.html) § 180 billion mobile app downloads by 2015 – source: 2011 IDC Study: https://www.smaato.com/blog-180billiondownloads/
277X
Data created by IoE devices vs. end-user30M
New devices connected every week180B
Mobile apps downloaded in 201540%
Of all data will come from sensor data by 2020
5TB+
of data per person by 20204.2B
Web filtering blocks per dayDigital Disruption Is Dramatically Changing
the Competitive Landscape
Converting Big Data into Disruptive Intelligence
Data-Based Products
and Services
Improve customer retention through better
segmentation, offers Improve customer loyalty
with data-based awards
Predictive
Insights
Increase output by replacing a part before it fails
Predict patient outcomes based on historical data
Prescriptive
Insights
Identify security breaches sooner Improve in-store sales, automatically sense wait
times, increase staffing
Data-based insights create the power to be the disruptor, not to be disrupted
Autom otive
Auto sensors reporting location, problems Com m unications Location-based advertising Consum er Packaged Goods Sentiment analysis of w hat’s hot, problems
Financial Services
Risk and portfolio analysis New products Education and Research Experiment sensor analysis
Potential for ongoing innovation can generate a continuously renewable competitive edge
Enabling Disruptive Transformation
Across Industries
High Technology/ Industrial Mfg. Mfg. quality w arranty analysis Life Sciences Clinical trials Genomics Media/ Entertainm ent View ers/advertising effectiveness On-Line Services/ Social MediaPeople and career matching Web-site optimization
Health Care
Patient sensors, monitoring, EHRs Quality of care
Oil and Gas
Drilling exploration sensor analysis
Retail
Consumer sentiment Optimized marketing
Consum er Travel and Transportation
Sensor analysis for optimal traffic flow s
Customer sentiment
Utilities
Smart-meter analysis for netw ork capacity,
Law Enforcem ent and Defense
Threat analysis - social media monitoring, photo analysis
Not All Data Is Alike
Analytics Must Address the Types of Data and Decisions
Traditional Data
Warehouse Big Data Store
Structured Data
Unstructured Data
Data Streaming at the Edge
Short Term
Make a Decision Today
Real Time
Make a Decision NOW
Long Term
G B o f D at a (I N BI LLI O N S )
DATA GROWTH
Traditional Data Warehouses are Not Cost Effective for Unstructured and Underutilized Data
2005 2010 2015
•More than 90% is unstructured data
•Quantity doubling every 1-2
years
•50%-70% of data on traditional data warehouses is unused or underutilized
10,000
0
STRUCTURED DATA UNSTRUCT URED DATA
Source: Cloudera
$2K-$5K/TB
BIG DATA IN THE CLOUD
0 5 10 15 20 2011 2012 2013 2014 2015 2016 2017 2018 On-Premise CloudBig Data Infrastructure Market ($B)
By 2018,
74%
of infrastructure
spend will be on-prem
Security drives on-prem
POCs and Test/Dev in the Cloud
Need for real-time data
continues to increase
Cisco Confidential 17 © 2013-2014 Cisco and/or its affiliates. All rights reserved.
Hold up.
Cisco Confidential 18 © 2014 Cisco and/or its affiliates. All rights reserved.
Unified Computing: Inspired by Customer Needs
Help Me:
Industry in Transition:
2005-2010
• Reduce complexity that drives
OPEX
• Get the most out of virtualization
• Automate and move faster
• Get ready for cloud
Unique Design of Cisco UCS Automates and Reduces Complexity
Application Centric
UCS Manager Service Profiles define server identity for rapid
deployment.
Treat hardware like software.
Cisco Singleconnect
Technology
One connection for LAN, SAN, and management. Physical and Virtual
Rack and Blade.
Single Unified System
Designed from the ground up to integrate computing, networking, storage access and virtualization for
greater operational simplicity and seamless infrastructure
Cisco Confidential 20 © 2014 Cisco and/or its affiliates. All rights reserved.
Source: 1 IDC Worldwide Quarterly Server Tracker, 2015Q1, May 2015, Vendor Revenue Share
Source: 2 As of Cisco Q3FY15 earnings results Data Center Revenue is defined as Cisco UCS and Nexus 1000V
#1
Americas market share in x86 blades 13,700+
UCS CHANNEL PARTNERS43,800+
UNIQUE UCS CUSTOMERS 2100+
world record performance benchmarks to dateMore than
85%
of allcustomers have invested in UCS
Fortune 500
Cisco UCS® Manager
§ Automate consistent,
repeatable server deployment and updates in minutes
Superior Automation and Policy-Based
Intelligence Helps Ensure Operational Excellence
Cisco UCS Director Express for Big Data
§ Deploy hundreds of Hadoop nodes in one click
§ Single-pane-of-glass visibility
Cisco ACI™ and Cisco Nexus® 9000 Series
§ Specify, automate security and compliance rules
§ One common policy for private and public clouds
§ Enable customized experiences for users, devices at the edge
One policy-based, integrated infrastructure for all big data and analytics workloads
Cisco Infrastructure Redefines
Big Data and Analytics TCO
83%
Reduction
in server
provisioning
times
1CISCO ACI™
§ Dramatically increases performance of big data and analytics workloads
§ Improves traffic latency, throughput across the network § Monitors, adapts to network conditions
§ Prioritizes big data and analytics workloads
CISCO UCS
®§ 100+ world-record benchmarks
§ TPCx-HS benchmark validates big data performance, price:performance for big data workloads from 3 to 30 to 100 TB
Exceptional Performance
at Enterprise Scale
Data Center Fabric (Cisco Nexus®
9000 Series)
Cisco® Application Policy
Infrastructure Controller
SPEED
UCS Integrated Infrastructure Strategy
UCSM/Central API
UCS Director API
Cisco Converged Infrastructure
UCS Director
Policy Driven, Application Centric Infrastructure Management and Orchestration
UCS Manager Domain
Software Defined Storge (SdS) Hyper-converged Infrastructure Centralized-Simple Management Interface One Button Infrastructure Deployment Simple Scale
Application specific Infrastructure
Bringing the
same simplicity
model to ANY
storage type
Big Data Analytics UCS DirectorEmpowering What’s Next
November 18, 2015
Big Data
Big Data and Analytics Requires
A Broad Perspective
Data Center
Cloud
Edge and IoT
App
SaaS
PaaS
Faster, better detection of security risks Predictable, real-time
performance at scale
Fast time to value
Speed
Cisco Delivers Big Data and Analytics Anywhere
with Leading Efficiency and Speed
M assive scalability Single portfolio processes
analytics anywhere
Low TCO Automation and
intelligence
Cisco Big Data and Analytics
Infrastructure
Data Center Cloud Edge and IoT
Security
SaaS PaaS IaaS Cisco UCS® Cisco Nexus® Cisco ONE™ Cisco ACI™ Programmable Fabric Programmable NetworkBig Data and Analytics at Data Center Core Cisco ONE Enterprise Cloud Suite Cisco® OpenStack Private Cloud Bridge to Delivering Analytics as a Service in a Private Cloud Cisco UCS Integration of Analytics into Business Apps Cisco UCS Mini
Cisco Big Data and Analytics
Partner Ecosystem
Data Management
Data Integration
Analytics/Business Intelligence
Hadoop
Massive Parallel Processing
NoSQL
Data Preparation Data Virtualization
Empower more employees with self-service access to analytics insights, faster
Cisco Data Integration Options Dramatically
Improve Speed of Data Access
Development Approach • Specification Driven • Workflow Scripting • Industrial Scale • Rapid Iteration
• Drag and Drop Modeling • Flexible Scale
• Ad Hoc Discovery/Exploration • Spreadsheet/No Coding
• Spark/Hadoop Cluster Scale IT Data Architect/ETL
Developer
Enterprise Data Warehouse
IT Data Architect/ DV Developer
Abstraction Layer
Business Analyst
Hadoop Analytics Sandbox
Data Preparation
Data Virtualization
User Agility RepositoryTraditional
Enterprise data ETL
Weeks, Months Hours, Days Minutes, Hours
SPEED
Cisco Connected Analytics Portfolio
Accelerates Solution Deployment
Partner-Designed Solutions
Streaming Analytics Intellectual Capital Data Virtualization Workload Automation
Agile and Pervasive Data Access
Integrated Infrastructure and Networking
Big Data- and Analytics-Ready Infrastructure
Real-Time Connected Solutions
Cisco Connected Analy tics for Events
Cisco Connected Analy tics for IT Cisco Connected
Analy tics™ for Retail
Cisco Connected Analy tics for SP
Cisco Connected Analytics Packages for Optimized Infrastructure Contact Center Video Analy tics Threat Analy tics Location Analy tics Collaboration Analy tics Network Analy tics Energy Analy tics Access Wired | Small Cell | Wi-Fi Data Center | Intercloud
Core and Edge | IoT | IoX
Mobile Packet Core/Cisco SON I Unif ied Communications Collaboration | Contact Center
3G/4G
Wi-Fi Video
Devices POS Sensors Social
Security Analytics Extends Power of Your
Security Solutions, Speeding Detection, Response
Security Analytics on
Cisco UCS
®Cisco ASA Firew alls
Cisco IPS Cisco® Cloud Web Security Cisco pxGrid Cisco Catalyst® 6500 Series FWSM Cisco FireSIGHT®
(Sourcefire®) and AMP
Cisco Web Security Appliance Cisco Email Security
Appliance Cisco Identity Services Engine Transactional Records Mobile Data Email Web Services Servers Online Carts Sensors Social Media App Transaction Data Badges Web Servers Threat focused Visibility-driven Platform based SPEED
Empowering What’s Next
Why Cisco for Data Virtualization?
•
Wrote the Book on Data Virtualization
•
Deepest data virtualization expertise
•
Hundreds of published articles and blogs
•
Largest Data Virtualization Customer Base
-
Highly complex implementations
-
Greatest business outcomes
•
Performance Leader
•
Most powerful optimization algorithms
•
Only vendor to offer network, compute and data
synergies
•
The Most Trusted IT Vendor
•
Cisco is rated #1 among technology vendors in trus
Data Warehouses and Marts Business Intelligence Transactional Applications Operational Stores ETL
Traditional Data
Warehouse
?
SaaS
Applications Services Web Transactional Applications Analytic Stores “Big Data” and NoSQL Business Intelligence ESBs and App Servers Self-service Analytics Data Warehouses and Marts Operational Stores
Challenges
• Accelerating business demand • Proliferation of distributed silos • Many different access
SaaS
Applications Services Web Data Warehouses and Marts Transactional Applications Operational Stores Analytic Stores “Big Data” and NoSQL Business Intelligence ESBs and App Servers
Data Virtualization Platform
Abstract Federate Cache
Self-service Analytics
Logical Data
Warehouse
Development Environment
Cisco Data Virtualization Platform
Cisco Information Server
Runtime Server Environment Management Environment
XML
Packaged Apps RDBMS Excel Files Data W arehouse OLAP Cubes Hadoop / “ Big Data” XML Docs Flat Files W eb Services
Data Warehouse Extend / Of fload Gov ernance, Risk
& Compliance Business Intelligence Customer Experience Management Mergers & Acquisitions Single View of Enterprise Data Supply Chain
Management Analy tics
HDF S HDF S HDF S
Integrating Hadoop with the Enterprise
Data Virtualization Platform
STINGER
Data Virtualization Platform
Combine Hadoop data with data from traditional enterprise sources.
1
Provide enterprise data directly to map-reduce jobs in Hadoop.
Offload data to less expensive Hadoop cluster to save on data management costs
2
As data volume increases exponentially, cost of warehousing rises also
Add operational data for greater insight and agility
in analytics and BI
4
Data Virtualization Platform
1
HDF S HDF S HDF SCombine Hadoop data with DW data for a more comprehensive
view of history
3
New Offering: Big Data Warehouse
UCS Integrated Infrastructure Strategy
UCSM/Central API
UCS Director API
Cisco Converged Infrastructure
UCS Director
Policy Driven, Application Centric Infrastructure Management and Orchestration
UCS Manager Domain
Software Defined Storge (SdS) Hyper-converged Infrastructure Centralized-Simple Management Interface One Button Infrastructure Deployment Simple Scale
Application specific Infrastructure
Big Data Deployments Often Start Small
• Experimental use of Big Data
• Deployed into IT Ops mandated infrastructures
• “Skunk works”
• Small to medium clusters
• App team mandated infrastructure
• Purpose built for Big Data
• Big Data has established business value
• Performance matters
• Large or small clusters
Start: General Purpose IT Data Center
SAP WEB BIG DATA
VMw are
IT Infrastructure
Standard IT servers
With Big Data deployments, it is important to take a long-term view
Evolve to: Dedicated “Pod” for Big Data
BIG DATA
Zero Touch Deployment of Hadoop Clusters
Simple Scalability
Dashboard for status and health monitoring
Centralized End-to-End Visibility
UCS Director Express For
Big Data
On-Demand Hadoop Deployment
Deploy Hadoop in hours not weeks
Single management pane
Extend UCS Management value into Hadoop
infrastructure
Cisco Quick Start Solutions
Jump-start Hadoop deployments within lines of business with pre-built solution templates
Qu
ic
k
S
ta
rt
S
ol
u
ti
ons
Data Warehouse Optimization and Analytics –
Data Offload & UCS Deployment
Data Warehouse Optimization Analytics – ETL
Offload and UCS Deployment
Security log Analytics & UCS Deployment
Cisco Integrated Infrastructure for Big Data
•
Easy to order (no missing parts)
•
Aggressively discounted
•
Tested and validated with our ISV
partners
•
Address majority of big data apps
and workloads
•
Appliance-like model without lock-in
•
Matching CVD’s show investment
Single-SKU pre-configured bundles
UCS 6200 Series Fabric Interconnects Nexus 2232 Fabric Extenders UCS Manager UCS 240 M3/M4 or 3000 Servers
Reference Architectures and Bundles
48
Starter Kit
High Performance
Performance
Optimized
Capacity
Optimized
Extreme Capacity
Designed for SMB Deployments, low cost entry to Big Data, Hadoop
and NoSQL, POC
Extreme performance and density for analytics
engines
Balance of compute and storage for scale-out applications including Hadoop, NoSQL, and MPP
databases
Storage-intensive Hadoop and scale-out storage
deployments.
Lowest cost per Terabyte Snapshots, Backup, Compliance, Surveillance, Video, Email, Media Store
Server UCS C220 M4 UCS C220 M4 UCS C240 M4 UCS C240 M4 UCS C3160
Storage 8 1.2-TB 10K SAS SFF HDD 6 400-GB SAS SSD 24 1.2-TB 10K SAS SFF HDD 12 4-TB 7.2K SAS SFF HDD 60 4-TB 7.2K SAS SFF HDD Network and Cluster Scaling
2 Cisco UCS 6248UP FIs
Scalable to 32 Servers
2 UCS 6248UP Fis Up to 32 servers with no
additional switching
2 6296UP Fis Up to 80 servers per
domain
2 UCS 6296UP FIs, Up to 80 servers per domain
Integrates into existing or new Cisco
MULTIPLE DOMAINS
Up to 10,000 Servers
SINGLE DOMAIN
Up to 10 Racks, 160 Servers
Easily Scale Cisco UCS CIIBD for Big Data
ScalabilityUCS Manager
UCS Central
Enterprise Applications
Cisco Integrated Infrastructure
for Big Data
Single Platform for Enterprise and Big Data Apps
UCS Rack- Mount Servers UCS Blade Servers SAN/NAS Arrays
Empowering What’s Next
ParStream Announcement
On October 26, 2015 Cisco announced its intent to acquire ParStream, a privately-held technology company based in Cologne, Germany. Founded: 2011 Customers: • Siemens. Orange, Telstra, eTracker, Citibank, Searchmetrics, Metagenopolis ParStream is a maker of a highly specialized database built for IoT
environments
• Enables hyper distributed real time analytics
• Supports scenarios where data needs to be analyzed in real time with minimal infrastructure and operating costs, at the edge
ParStream leadership team includes:
• Peter Jensen: CEO
Formerly at Oracle, VMWare and three successful startup exits
• Mike Hummel: CTO &
Founder, formerly with Accenture
• Jorg Bienert: COO &
Founder formerly with Accenture
This Tech & Talent Acquisition bolsters Cisco’s Data & Analytics capabilities and enhances our team with world-class software engineering talent.
Empowering What’s Next
Cisco Data Preparation is a self-service application that makes it easy
for non-technical business analysts to gather, explore, cleanse,
combine and enrich the data that fuels analytics.
Cisco Data Preparation at a Glance
Data Prep
Time
Analysis
Time
Data Prep
Time
Analysis
Time
+400 Cores on First Bite at Global Asset Manager /
Investment Bank
Faster record matching
and remediation
IT control of data
provisioning and
security
Unified View of Client Activity in a
Highly-Regulated Environment
•
Integrated Excel spreadsheet, Bloomberg and internal
structured data sources
•
Unified the data provisioning and record remediation process
under IT control
•
Increased availability and accessibility of data for use by
business analysts
Business analysts
Answer Set Shape Add Data Explore Clean & Change Enrich Combine Share & Govern
Cisco Data Preparation:
Data Preparation Complements Existing Integration
Options
DEVELOPMENT APPROACH • Specification Driven • Workflow Scripting • Industrial Scale • Rapid Iteration• Drag & Drop Modeling • Flexible Scale
• Ad Hoc Discovery / Exploration • Spreadsheet / No Coding
• Spark / Hadoop Cluster Scale IT Data Architect /
ETL Developer
Enterprise Data Warehouse
IT Data Architect / DV Developer Abstraction Layer Business Analyst Hadoop Sandbox
Data Preparation
Data Virtualization
USER AGILITY REPOSITORYTraditional ETL
Cisco UCS Integrated Infrastructure for Big Data
with IBM BigInsights
IBM Open Platform
Big Data Exploration
Find, visualize, understand all big data to improve decision making
Enhanced 360o View of the Customer
Extend existing customer views by incorporating additional internal and external data sources
Security/Intelligence Extension
Lower risk, detect fraud and monitor cyber security in real-time
Data Warehouse Augmentation
Integrate big data and data warehouse capabilities to increase operational efficiency
Operations Analysis
Analyze a variety of machine data for improved business results
Unlock the Power of Your Data to Initiate
Tomorrow’s Trends
EFFICIENCY
§ Process Analytics Anywhere § Cost-Effective, Massive Scalability § Advanced Intelligence, Automation
SPEED
§ Accelerate Insights at Enterprise Scale § Accelerate Analytics Deployments§ Detect and Manage Business Risk Faster and Better
DISRUPTION
§ Solve More Business Problems Faster
§ Deliver Self-Service Analytics to More Employees
Turning Data from Connected Infrastructures into Extraordinary Outcomes
We Are Investing in Three Ways
Real-Time
Connected Solutions
Analytics Packages
for Optimized
Infrastructure
Agile and Pervasive
Data Access
Analytics from Core
Cisco Competencies
Video Location / Mobility Threat Energy Management Network Collaboration Contact CenterCVD’s
Big Data Resources for Customers
Cisco Big Data Web Page
http://www.cisco.com/go/bigdata
Cisco Design Zone for Big Data (CVDs)
http://www.cisco.com/c/en/us/solutions/enterprise/data-center-designs-cloud-computing/bigdata.html
Cisco UCS Common Platform Architecture for Big Data Solution At-A-Glance
http://www.cisco.com/en/US/solutions/collateral/ns340/ns517/ns224/ns1199/at-a-glance-c45-730798.pdf
Cisco UCS Common Platform Architecture for Big Data Analyst Whitepaper
http://www.cisco.com/en/US/solutions/ns340/ns517/ns224/ns1150/ns1199/245209January.pdf
Unleashing IT – Big Data Special Edition
Thank You and Next Steps
Brian Avery
[email protected]
Contact Your Cisco Partner
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