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Solving Big Data Issues with Big Data Based Solutions
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Mark Ford
Vivit Leader
Carolinas Chapter
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© Copyright 2013 Vivit Worldwide
Today’s Presenter
Ian Bromehead
Director, Product Marketing
HP Software
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Webinar Abstract
More and more firms are trying to determine how they can best-use the mountains and mountains of information in their
possession.
Banks need faster data processing and sophisticated analytics to achieve a 360-degree view of the customer,
developing true relationship-based pricing, and achieve critical objectives for banking transformations such as a
customer-focused enterprise, optimized enterprise risk management, and more flexible and streamlined operations
At one of the biggest retailers in N. America, customer analyses and market trends taking 30days, were reduced to
3hours using Big Data. Not only that, but now they are able to launch marketing campaigns tailored to buying patterns,
customer demographics and event.
Healthcare institutions have used Big Data based solution to execute healthcare data analytics and provide workflow
information that helps the entity to customize business services for individual physicians, and also helps the company
develop educational materials to help train physicians on the most effective
Big data projects that are making city government smarter and more efficient make it easier to spot patterns and pull
meaning from information such as sensors and video feeds that can’t be neatly organized in a spreadsheet. Federal
entities are exploring how big data can democratize scientific research and better spot waste, fraud and abuse.
How do new Big Data capabilities turn into tangible value? Is the business value of Big Data being able to do something
faster today than yesterday? Solving Big Data issues, actually requires a Big Data solution.
What is common to all of these examples apart from Big Data, is that IT should innovate to provide agile means to
support the business, whatever means the business prefers to choose to facilitate delivery to their customers.
In this session we describe some of the above examples, and tell you how HP Software is providing leading, innovative
Big Data based solutions to help IT in this innovation.
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 8
Agenda
• Big Data trends today
• Adoption and application in the industry
• Is important to manage Big Data Resources
• How HO can help
• Applying Big Data to IT Operations
• Call to Action
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 9
Accelerating innovation & time to value
695,000 status updates
98,000+ tweets
698,445 Google searches
1,820TB of data created
11million instant messages
168 million+ emails sent
YouTube
Viber
Qzone Amazon Web Services GoGrid Rackspace LimeLight Jive Software salesforce.com Xactly Paint.NET Business Education Entertainment Games Lifestyle Music Navigation News
Photo & Video
Productivity Reference Social Networking Sport Travel Utilities Workbrain SuccessFactors Taleo Workday Finance box.net Facebook LinkedIn TripIt Pinterest Zynga Zynga Baidu Twitter Twitter Yammer Atlassian Atlassian MobilieIron SmugMug SmugMug Atlassian Amazon Amazon iHandy PingMe PingMe Associatedcontent Flickr Snapfish Answers.com Tumblr. Urban Scribd. Pandora MobileFrame.com Mixi CYworld Renren Xing Yandex Yandex Heroku RightScale New Relic AppFog Bromium Splunk CloudSigma cloudability kaggle nebula Parse ScaleXtreme SolidFire Zillabyte dotCloud BeyondCore Mozy Fring Toggl MailChimp Hootsuite Foursquare buzzd Dragon Diction SuperCam UPS Mobile Fed Ex Mobile Scanner Pro DocuSign HP ePrint iSchedule Khan Academy BrainPOP myHomework Cookie Doodle Ah! Fasion Girl PaperHost SLI Systems NetSuite OpSource Joyent Hosting.com Tata Communications Datapipe PPM Alterian Hyland NetDocuments NetReach OpenText Xerox Google Microsoft IntraLinks Qvidian Sage SugarCRM Volusion Zoho Adobe Avid Corel Microsoft Serif Yahoo CyberShift Saba Softscape Sonar6 Ariba Yahoo! Quadrem Elemica Kinaxis CCC DCC SCM ADP VirtualEdge Cornerstone onDemand CyberShift Kenexa Saba Softscape Sonar6 Workscape Exact Online FinancialForce.com Intacct NetSuite Plex Systems Quickbooks eBay MRM Claim Processing Payroll Sales tracking & Marketing
Commissions Database ERP CRM SCM HCM HCM PLM HP EMC Cost Management Order Entry Product Configurator Bills of Material Engineering Inventory Manufacturing Projects Quality Control SAP Cash Management Accounts Receivable Fixed Assets Costing Billing Time and Expense Activity Management Training
Time & Attendance Rostering Service Data Warehousing
The Internet
Gigabytes
Client/Server
Megabytes
Every 60 seconds
IBM Unisys Burroughs Hitachi NEC Bull Fijitsu Mainframe KilobytesMobile, Social,
Big Data & The Cloud
Zettabytes
217 new mobile web users
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 10
Big Data Market Trends
Big data market trends
• IDC FY13 Market Spending: $10 Billion, CAGR 40% , 30%
Software
• Big data pure play vendors : $0.5 Billion FY12
• Vertica (NO.1), Opera, Aster Data , Splunk,
Greenplum
• Traditional players : Teradata, Oracle, IBM, EMC, SAP etc.
• IDC Hadoop-Map reduce software ecosystem FY13
• $378 Million , CAGR : 60%
VERTICA - Next Generation Data Warehouse
HADOOP - Open Source for Big Data
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 11
There is a huge opportunity
Relational
Technology
(1990-2000)
$100B
SAP, Oracle, Siebel,
PeopleSoft...
Growth
Information monetized
100
x!
10%
10%
100%
100%
n-Apps
Real time
info
processing
10x
10x
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 12 © Copyright 2012 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice.
Leverage your data, make it matter
Innovative companies are changing rules of the
game
• Develop disruptive business models
• Create better products and services
• Enhance customer experience
• Drive sustained competitive
advantage
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 13
Innovative analytic use cases are cutting across structured, unstructured and semi structured data
Big Data opportunities across industries and use cases
Government
Telecom
Manufacturing
Healthcare
• Sentiment analysis
• Social CRM / network analysis
• Churn mitigation
• Brand monitoring
• Cross and Up sell
• Loyalty & promotion analysis
• Web application optimization
• Marketing campaign optimization
• Brand management
• Social media analytics
• Pricing optimization
• Internal risk assessment
• Customer behavior analysis
• Revenue assurance
• Logistics optimization
• Clickstream analysis
• Influencer analysis
• IT infrastructure analysis
• Legal discovery
• Equipment monitoring
• Enterprise search
• Drug
development
• Scientific research
• Evidence based
medicine
• Healthcare
outcomes
analysis
• Supply chain
optimization
• Defect tracking
• RFID Correlation
• Warranty
management
• Broadcast
monitoring
• Churn prevention
• Advertising
optimization
• Law enforcement
• Counter terrorism
• Traffic flow
optimization
Horizontal use cases
Sources: IDC: 2012 “Worldwide Big Data Technology and Services Forecast: 2011-2015, Gartner: 2012 “Big Data Drives Rapid Changes in Infrastructure and $232 Billion in IT Spending
Through 2016
Finance
• Fraud detection
• Anti-money
laundering
• Risk management
Energy
• Weather
forecasting
• Natural resource
exploration
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 14
Large USA appliance reseller 2600 stores
Large retailer using BigData
Benefits
-
Reports in 3 days instead of 6-12 weeks
-
Costs 33% of legacy RDBMS systems
Marketing
Campaign
Campaign1
Campaign2
Campaign 3
30
3
#
Of
Days
Before After
BEFORE BigData
AFTER BigData
Customer Analysis
100%
10%
Data Window
Examined Before
Data Window
Examined After
Benefits
-
Mobile commerce analyses done daily not weekly
-
1 min difference between 100M and 2B records
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 15
One platform for structured, semi, and unstructured to profit from 100% of data.
Big Data needs a unified approach
• Capture
• Store
• Manage
• Analyze
• Optimize
Universal log management
Structured warehouses
Unstructured
100% of data
Enable you to:
on
CRM, transactions, sales, marketing…
IT logs, security logs, social, tweets, JSOn’s
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 17
HAVEn – Big Data platform
HAVEn
Social media
Video
Audio
Texts
Mobile
Transactional
data
IT/OT
Search engine
Images
Catalog massive
volumes of
distributed data
H
adoop/
HDFS
Process and
index all
information
A
utonomy
IDOL
Analyze at
extreme scale
in real-time
V
ertica
Collect & unify
machine data
E
nterprise
Security
Powering
HP Software
+
your
apps
n
Apps
Documents
hp.com/haven
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice.
Big Data Solutions for IT
Key IT challenges
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 19
Mobility
Today’s IT
Point tool proliferation for management
Software-defined datacenter
Optimized fabric + networking
On-premise + cloud
Bring your own device
Composite apps
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 20
April 16 2013
Cause of the problem
“Not immediately clear”
$100 million
No single
cause
Perfect
storm:
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 21
• Amazon.com offline 30 to 40 minutes,
estimated $3 million in losses
1
• Outlook.com users locked out up to 7
hours
1
• Google Search, Gmail,YouTube stopped
working worldwide
2
• American Express out of service for
hours
3
• 32k users incapacitated
at South Korea's
banks and television networks
3
1 – Evolven.com, 2 –
Minyanville
, 3 -
UsaToday
Problem:
How do you defend
against the perfect
storm?
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 22
Gather and retain
all the data
Store it in a
system that
understands what
it means
System Events
Log files
Machine Data
Telemetry
Business metrics
Structured
Unstructured
LOB
Solution:
Prepare
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 23
Harness the
power of
Predictive
Analytics
Uncover trends
before they
become
catastrophes
Analytics
Extract signal
from the noise
Spot relationships
Machine
learning
Subtle effects
Forecasting
Solution:
Predict
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 24
Solution:
Pinpoint
Replay history to
recreate the
events
Pinpoint root
causes with
advanced
analytics
Haystack
On a rocket
In a storm
Needle
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 25
Prepare
Big Data store for
IT
Connects to all your
operations data
Stores, indexes and
understands
Automated
Analytics
Self-calibrates via
machine learning
Predicts future
behavior
Instant replay
Recreates history
with beautiful
visualizations
Isolates trouble in
time…in context
Predict
Pinpoint
Solution:
HP Operations Analytics
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 26
80%
safer
Reduced severe outage
incidents
80%
faster
To diagnose complex
trouble
80%
lower cost
Than 3
rd
party solutions
ROI: we hope you’ll never find out
HP Operations Analytics
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential.
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential.
Featuring the Run Time Service Model
HP Business Service Management
Ensure optimal IT performance and availability…in a dynamic world
Business Service Management
Forrester &
Gartner Leader
Ops Analytics the
next big thing!
Unique RTSM
engine
Patented
Analytics: IT’s
crystal ball
Huge Installed
Base
Operations
Intelligence
Actionable analytics from
events, logs, metrics & topology
data
Comprehensive visibility
and monitoring of hybrid
IT
Infrastructure Management
●●
Consolidated management,
accelerated root cause
analysis
Operations Bridge
End to end composite
application performance
management
Application
Management
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 29
Comprehensive, actionable insight into all aspects of operations for the New Style
of IT
HP Operations Analytics
Application
Mobile app
Storage
Network
System
Cloud
Standalone, Scalable Operations Analytics platform
Operational
Events
Performance
Metrics
Topology
Logs
Guided Troubleshooting
IT Search
Visual Analytics
3
rd
Party tools e.g. Splunk
New
standalone
solution
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 30
Guided Troubleshooting
Visual Analytics
Phrase Query
Language
(PQL)
Analytics Query
Language
(AQL)
Provides Advanced, Big Data Analytics for the New Style of IT
HP Operations Analytics
IT Search
Analytics Query
Language
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 31
For whom and why?
Persona
Primary use cases
Subject Matter Experts
-Application Support
Infra/Network Support
• Application & Infra problem isolation using Guided
Troubleshooting with application specific content &
visualization
• IT Search – Ad hoc use cases for problem isolation
• Problem analysis against event data, logs and metrics to
understand repeat issues, or service delivery improvements
Data Analyst
Data specialist
• The ability to create ad hoc queries against metrics, events,
topology and logs to gain insight with analytics tools such as
trending, volume and custom algorithms
Problem Manager
Service Manager
NOC/Ops Bridge Mgr
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 32
Why care about ‘HP Operations Analytics’
Why HP for HP Operations Analytics?
• With HP Operations Analytics
•
Prepare, Predict, Pinpoint
•
80% Faster - practice analytics otherwise humanly not feasible
•
80% Safer – less downtime, reduce triage time, reduce outages
•
80% cheaper – costs not related to data volume collected
•
Embeds Vertica, state of the art Big Data technologies
•
Embeds Arcsight Logger, leader in Gartner MQ Quadrant
• HP Operations Analytics
•
Is Enterprise ready and scalable to virtually any store size
•
Protects your investment
•
Exploits existing data from HP data collectors incl EUM
•
Integrates but is independent of HP BSM
•
Integrates with 3
rdParty solutions e.g. Splunk
•
voted Strong Value by EMA
“As both a platform and a vision, HP
Operations Analytics offers a highly modular
and adaptive approach to tackling new and
even unforeseen problem sets.
HP’s introduction of Operations Analytics has
all the makings of a visionary industry event.”.
Dennis Drogseth, Vice President
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 33
HP Operations Analytics
Explore 1
st
Generation operations
analytics
-
Download the freemium integration
components
-
(Optional) Download freemium Arcsight logger
and/or OMi
-
Integrate your OMi or OM or NNMi
-
Exploit Award winning search to find issues
fast
Adopt the New Style of IT
Management
-
Ask to enter the Early Release Program for HP
Operations Analytics
-
Install the Virtual appliance
-
Get all the advantages of BigData Analytics for
IT Operations
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential.
“At Vodafone Ireland, we see our successful
implementation of HP BSM software for consolidated
operations, being extremely well complemented by the
potential we see in HP Operations Analytics.
The capability to rapidly search through massive
amounts of data, events, topology, metrics, machine
data and log files, will complement our monitoring
solution, and helps us master the dynamics of our
Hybrid IT environment”
Luke Bradley, Service Management Tools
Manager, Technology Operations,
Vodafone Ireland
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential.
Predictive Analytics for IT
Operations
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 36
No early warning of service
degradation
No easy way to correlate if
current issue is similar to
those seen in the past
Static thresholds are
problematic to maintain
And sometimes impossible
to set
Enterprise IT environments
are more diverse, complex
and constantly changing
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 37
HP BSM: Service Health Analyzer
• Predictive alerting based on learned
pattern detection
• Unique topology-based performance analytics
• Automated root-cause and similarity analysis
• HP patented algorithms / IP
Foresight
of potential issues with behavioural learning and predictive analytics
“SHA Detected an issue 36 minutes before
regular monitoring detected it”
Healthcare Provider
“SHA detected an issue 1 hour before it was
reported by end user”
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. 38
SHA Value Summary
Reduce
negative
business
Impact
Get notified earlier
Prevent and reduce business impact
of problems
Reduce Labor
Costs
No need to set and maintain
thresholds
Triage multiple events at the same
time
Avoid reinventing the wheel -
automatically detect similar issues
Low Risk
Deployment
Leverage BSM investment and RTSM
Topology
Analyze any time series data
Easy to deploy
Product
St
rengt
h
Cost Efficiency
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 39
Predictive Analytics with HP SHA
Attend the HP Virtual Events
September 10, 2013 | Americas
October 1, 2013 | EMEA
Follow the Webinar
Get the power of predictive analytics featuring
Forrester Research
Read the Solution Brief
You can anticipate IT issues before they impact your business.
Predict and preemptively solve more IT problems with HP
Service Health Analyzer
Watch the HP Service Health Analyzer
overview and demo
Learn how customers have gained
success
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential.
The management cockpit for Big Data
platforms such as Hadoop and Vertica
“As a Hadoop Administrator, I would like to
know the availability of the Hadoop
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 41
HP Operations Manager i + Management Packs
HP Big Data Monitoring Cockpit
Real time
Visualization
of your
end to end big data environment
Monitor
availability &
performance of big data
applications & infrastructure
components
Isolate, diagnose &
Remediate
problems impacting your
complex big data environment
Single version of the
truth for all Operations
Centralise management
information, faster triage
Lowered costs, increaed
operational efficiencies
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 42
Obtain the health & performance summary of specific Big Data technology
element
Visualize – your big data infrastructure from the top
Hadoop Dashboard
• Real time reflection of
topology & health
• Instant information on
availability of services e.g.,
HDFS, MapReduce
• Notifications on
performance & workload
Management Cockpit on
IOS and Android too
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 43
Big Data monitoring use cases
Ensure Hadoop jobs are
completed on optimal time
Monitor available M/R slots,
slots used, completed and
waiting jobs
Alert on high wait time or
failure of jobs
Visualize map and reduce
slot usage trends Understand
the impact of failed jobs
Remediate: Realign the
Hadoop cluster for optimal
performance
Ensure analytics reports are
executed on time on Vertica
Monitor the resource queues
& rejection, lock and query
execution time
Alert on lock, execution time,
long queue or resource
rejection
Analyze real time & historical
data together, Check for
performance trends
Remediate: Create resource
pool for high priority requests
Avoid any data loss on
Vertica cluster
Monitor and alert on node
down, not K-Safe and critical
node state
Visualize the cluster availably
and impact on your service
topology
Report on capacity planning
& forecasting
Remediate: Immediately
restore any failed /Shutdown
node.
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 44
Maintain the health of your dynamic infrastructure
Automated
End to end
Integrated
HP Solution: Big Data Monitoring Cockpit
Ensure Performance and
high availability for
big-data middleware
across network, storage,
compute resources
Fast, dynamic, and
cost-effective monitoring
Monitoring scale-up and
scale-out with the big-data
platform.
Quick and consistent
trouble response
integrated in existing 24x7
support operations.
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 45
Out of the box | Available today | More to come
OMi: Big Data Monitoring Cockpit
Hadoop
Distributed storage &
application processing
Vertica
Interactive real-time
analytics
Discovery
Data
Collection
Availability
monitoring
Performance
monitoring
Event
Correlation
Real time
graphs
Trend
Reporting
Infrastructure
System, OS, Virtual OS,
Cluster
Variety of supported
operating systems /
virtual operating systems
- CPU
- Memory
- Disk
- Network
- Resources
Monitor 1000s of
Hadoop nodes & clusters
through a single
dashboard
- MapReduce
- Job Statistics
- RW ops Throughput
- HDFS availability
Maintain the
infrastructure analyzing
your big data
- Query Performance
- Resource rejection
- Process status
- Node status
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 46
Reduce cost, Reduce risk, Increase confidence
HP Management Cockpit helps customers
Increase service availability
Vodafone reduced downtime by 77%, increased availability to
99.9%
Minimize business impact when issues happen
Florida Blue lowered the time to resolve to problems by 80%
Reduce cost
© Copyright 2013 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice. HP Confidential. 47
Call to action
• Free downloadable software
• White Papers
• Videos
• Recorded webinars
• Customer use cases
• Industry experts’ opinions
HP.COM/GO/OpsAnalytics
Download HP Operations
Manager I (OMi) and OMi
Management Packs Today!
Plus!
Download the new OMi White Paper
:
Intelligent IT Operations. Making IT smarter with
advanced event correlation and management
© Copyright 2012 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice.