151116 Sedania Cloudera BDA Profile
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Transcript of 151116 Sedania Cloudera BDA Profile
1© Cloudera Sedania, All rights reserved.© Copyright 2016 SEDANIA
INTRODUCING
2© Cloudera Sedania, All rights reserved.
A JOURNEY TOWARDS A DATA-DRIVEN ORGANISATION USING
CLOUDERA SEDANIA BIG DATA SOLUTION
3© Cloudera Sedania, All rights reserved.
We optimize data to help achieve your Business Vision
We empower organization to embrace Digital Transformation
4© Cloudera Sedania, All rights reserved.
Market Leaders in Enterprise grade Apache
Hadoop platform
2500+ Strong Partner
Ecosystem
Strong Focus & Momentum in all
industriesFounded by Employees of
Big Data Solutions
E.g.: Customer 360, Risk, EDW off-load, Telco Fraud
Solution
CLOUDERA OVERVIEW
1400Employees
Globally
USD780Mfunding from Intel –
Tight partnership in R&D
>1000Clients across the industry
EMEA + APACIn significant new
deployments
#1
5© Cloudera Sedania, All rights reserved.
DataSystems
Applications
System Integration
More than 2500 partnersensuring compatibility with existing investments
OperationalTools
Infrastructure
Enterprise Data Hub
Security and Administration
Unlimited Storage
Process Discover Model Serve
ROBUST ECOSYSTEM OF PARTNERS
6© Cloudera Sedania, All rights reserved.
Operational Efficiency
New Business Value
WE HELP YOU DISCOVER NEW BUSINESS VALUE AND IMPROVE OPERATIONAL EFFICIENCY
Data EngineeringPragmatic Data Engineering and Pipeline Creation
Analytic DatabaseExplore, analyze, and understand all your
data
Data ApplicationsBuild data-driven
products to deliver real-time insights
7© Cloudera Sedania, All rights reserved.
Where are you?
Who do you know?
How / why have you contacted us?
MODERN ARCHITECTURE – FLOW WITH CDH
Where are you?
Who do you know?
How / why have you contacted us?
Billing/ Ordering
CRM/ Profile
Marketing Campaigns
Network
Other StructuredSources
Location
Social
Clickstream
N/W Logs
Apps
Sqoop or NativeConnector
Secure Kafka Cluster
Sqoop or Native Connector to Impala
SQL Via Impala
Solr
HBase
EDW
BI Tools
Search
Online & Mobile Apps
FlumeCall Center
8© Cloudera Sedania, All rights reserved.
PUTTING BIG-DATA TO WORK FOR ENTERPRISESTop use cases across industries
Customer Experience
Mgmt. (Customer 360°)
Network Optimization
Data Monetization
Operational Analytics
Targeted Marketing /
Personalization
Predictive Churn
AnalyticsProactive Care
Telco Fraud
Real –Time Network Analytics
Network Investment & Planning
Revenue Leakage / Assurance
Cyber Security Analytics
Data Analytics as a
Service (DAaaS)
IoT Services & Analytics M2M
Analytics
Predictive Capacity Planning
9© Cloudera Sedania, All rights reserved.
Who are you?
Where are you?
What car have you purchased?
What services do you prefer?
Who do you know?
What can you afford?
What is your value to the business?
Why have you contacted us?
KNOW YOUR CUSTOMER
10© Cloudera Sedania, All rights reserved.
USE CASES ACCROSS INDUSTRIES
11© Cloudera Sedania, All rights reserved.
Transform the Customer Digital Experience
Challenge:• Disparate view of customers• Unable to cost-effectively analyze unstructured
data• Manual and random analysis of web chats and
customer sentiments
Solution:• Tapping into 100% of unstructured data compared
to 1% previously• Discovering valuable patterns in web chats that
were previously undetectable • Reduce customer complaints by 25%• Roadmap: expand usage to include omni-
channels for 360° view
Increase Customer Retention, Loyalty and Acquisition Rates using Digital Capabilities
Challenge:• Fragmented systems and disparate view of
customers
Solution:• Serve trend information back to customers via
Santander’s “Spendlytics” application• Capture, transform and enrich data in near-real
time
USE CASES – CUSTOMER 3600
12© Cloudera Sedania, All rights reserved.
Digital personalization: Spend data and behavior-based lifestyle segmentation
Challenge:• High storage costs plus acquiring mass archival
data was cost-prohibitive• Unable to obtain a 360 view of consumer spend
data, preferences and behavior or tap into new data sources
Solution:• Used Cloudera to analyze consumers’ preferences
and interests based on their spending behavior patterns. Enhancing spend data with new data sources
• Processing 500% more matches per day• 50X performance gains• Deployment in < 6 months
Next Best Offer: Using better customer profiling and collaborative and content-based filtering to offer the most appropriate bundle of products at any given time.
Challenge:• Too Many Sources • Disparate data is hard to correlate and analyze for
sufficiently personalized product bundling, cross-sell, and up-sell opportunities served in real time
Solution:• Recommendation Engine • Centralize data from silos: transactions,
clickstreams, service logs, social, etc. • Find data using Search and build models
USE CASES – CUSTOMER 3600
13© Cloudera Sedania, All rights reserved.
Builds Holistic Picture of US Market By Looking at 50BN Events/Day
Challenge:• Overseeing transactions from more than 4,100
firms incl. exchanges, brokers-dealers & trade reporting facilities
• Difficult and costly to aggregate and analyze increasing volume of data from numerous sources incl. orders, quotes and trades
Solution:• Built market event graph database using EDH• Provides interactive access to graph data for
investigations• Using EDH on-premise and in the cloud• Monitoring and analyzing transactions to detect
fraud, insider trading, short sale, best execution • Savings of $10-20M annually
Portfolio Analysis: Improves accuracy and reduces trade delays.
Challenge: • Bank staff wanted faster notification when
database issues impacted market events. • Using very large data volumes in portfolio
analysis, but the traditional databases and grid computing technology they used wouldn’t scale.
• Long time to process analytic workload
Solution: • An enterprise data hub to reduce the time and
cost of its analytics. • The bank can work with large-scale data and
explore it from all angles, meaning their portfolio analysis is run on a much larger scale, delivering better results.
• Improve processing time from 10hrs to 30 mins
USE CASES – DATA DISCOVERY & ANALYTICS
14© Cloudera Sedania, All rights reserved.
Delivering deep insights and best practices in big data security & compliance
Challenges: • Need to process 10 Petabyte of data daily
and unable to detect granular fraud and run next best offer analytics. +24hours to process
• Existing solution too expensive and too slow to perform
Solution: • First PCI certified Hadoop platform• Secures 10 PB in a PCI-compliant manner
daily • Improved fraud detection and prevention
via Machine Learning in real time• Increase customer analytics turn around
time in less than 15minutes
USE CASES - DATA DISCOVERY & ANALYTICS
15© Cloudera Sedania, All rights reserved.
Pervasive AnalyticsInformation-driven business culture that uses ubiquitously available analytics of all kinds to continuously improve operations efficiency and decision-making.
“Everyone would be working off the same datasets“ – Mike Olson, Cloudera's Chief Strategy Officer.
Outcome:Allow federal agencies to sweep up and store everything. It could then leverage emerging big data analytics tools to sift through sensor data and social media chatter based on needs.
Source: http://www.enterprisetech.com/2015/02/26/cia-embraces-cloudera-data-hub/
CIA EMBRACES CLOUDERA DATA HUB
16© Cloudera Sedania, All rights reserved.
ASIAN MINISTRY OF HOME AFFAIR
Collected CDRs data from all nationwide telco into a centralized Cloudera Data Hub for national security monitoring.
PAST: Not possible to store semi-structured streaming data from mobile devices into traditional databases but now possible with Hadoop.
OUTCOME: React in real time to counter threats and counter cybercrime by understanding the social network connection of the population.
17© Cloudera Sedania, All rights reserved.
DRIVING A 360° CUSTOMER VIEW @ SFR
Actionable 360 Customer ViewSFR wanted to create a centralized, shared, detailed view into the customer journey that would be available to employees across the company for real-time search, reporting, and analysisBusiness
Challenge
SolutionDeploymen
t
Key BenefitsRealized
A Single, Centralized Data Store• Complemented its data warehouse with Cloudera Enterprise platform
– dedicated to collecting data and doing all the analytics, while MongoDB feeds SFR’s front-office tools
• SFR is able to deliver the 360-degree view that is helping the company optimize the customer journey
Better Customer Experience coupled with IT Efficiencies• Centralized, real-time 360 degree customer view that spans many
devices and data sources• Improved Data warehouse performance – Life extended up to 3X
times
18© Cloudera Sedania, All rights reserved.
Financial Services
Telecom
Healthcare & Life Sciences
Media & Technology
Retail & CP
Public Sector
LEADING COMPANIES RUN ON CLOUDERA
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Download or Deploy in
the Cloud
GETTING STARTED IS EASY
Signup for Training
Contact us or a Partner
to Start a POC
20© Cloudera Sedania, All rights reserved.
Mahadzer ArshadCEO, Sedania Innovator [email protected]
CONTACT US