The document discusses business integration challenges with CDH 4 and Apache Hadoop, emphasizing the need for solutions in areas like risk management, ecommerce, and text analysis through large data processing. It outlines the capabilities of Apache Hadoop's architecture, including HDFS for distributed storage and MapReduce for data handling, and highlights various use cases and integrations for effective data management. Cloudera, founded in 2009, provides enterprise tools, consultation, and support for harnessing Hadoop's capabilities.

1. Business Integration with
CDH 4
(including Apache Hadoop)
Alexander Alten-Lorenz, Cloudera INC
Muenchen, 22. February 2013

2. Challenges
Volume Velocity Variety

3. Business Integration
• CRM • Invoicing
• Analytics • Risk Management
• Social Networks • Universal Data Access
• Marketing • Data Governance
• Document Store • SAP / Salesforce
• Search-Indices • Article and Storage
Management

4. Use Cases

5. Risk Management
• Problem: Scoring of Customers and
Projects
• Solution: Finance History, Communication
and Pattern Detection
• User: Finance, Insurance

6. Recommendations
• Problem: Recommend convenient products
to purchased products, matching the
interests
• Solution: Statistical analysis of interests,
purchase history, detect matching swarm
patterns
• Users: eCommerce, Advertising

7. Graph-Analytics
• Problem: Detect trends and curves in large
distributed networks (Wired, Social, Mesh)
• Solution: Collecting and Data Mining all
data, applying to self learning patterns to
detect trends and forecasts
• User: Enterprises, Gov, NGO, Provider,
Telco, Stock Exchange

8. Detection of
Dangerous Use
• Problem: Spam, Credit Card Abuse
• Solution: Pattern Detection, Prioritizing,
heuristically Analytics
• Users: Retail, Finance, Reseller

9. Text Analysis
• Problem: Detect the meaning of the written
word (Sentiment Analysis)
• Solution: Keyword patterns, Coherences
detection, Path detection
• Users: eCommerce, Social Media Service
Provider, Attitude Research

10. Amounts of real Data
• Ebay: 12 PB, Search Optimization
• Facebook: 50 PB, Logs, Reports
• Walmart, 4.5 PB, Customer Transactions
http://wiki.apache.org/hadoop/PoweredBy
http://en.wikipedia.org/wiki/Big_data

11. Apache Hadoop
• Software Framework for large amounts of
unstructured data
• Apache-License
• Two main cores
• HDFS: Distributed data storage
• MapReduce: Distributed data handling

12. Hadoop Cluster
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node Data Node Data Node Data Node
Data Node: 4-16 Cores, 4-16 Disks,
8-64 GB RAM, 1-10GB Network

13. Hadoop Distributed
File System
File
Block Block Block Block Block Block Block
Data Node Data Node Data Node

14. MapReduce
Data
RDBMS Query
Data
Hadoop Query

15. Features
HDFS MapReduce
Distribution ✔ ✔
Fault Tolerance ✔ ✔
Scalability ✔ ✔

16. Hadoop Eco System
SQL Scripts HBase
Whirr
Hive Pig Oozie
MapReduce Avro
Java API
HDFS
eeper
Zook
Sqoop Flume Connectors Hue
RDBMS Logs ... Mahout

17. Example of a
Integration

18. Scope
• Successful Audits per ISO 27001
• Analyze different Data Sources from
different Data Bases and CRM Systems
• Realtime and Lifetime Statistics per Product
• Periodical Analytic and Statistic Jobs
• Weekly Re-Import into CRM
• Single Queries per User (Analyst) over a
Secured GUI

19. Solution Path
• Cluster Authentication and Authorization via
Kerberos and crypted data communication / Data
Protection
• Sqoop Connector to CRM / DB
• Terradata, Oracle, Postgres, MySQL, MS SQL
• Hive - HBase Integration
• Hive Analytics, controlled automatically over Oozie
Workload Orchestrator
• Hue Shell, Authentication via Kerberos SPNEGO

20. CRM Park Integration CDH Authentification
Sqoop
Kerberos
(AD, MITv5)
Real Time HBase Hive Oozie
Automation
Enduser HUE

21. How to Manage?

22. Cloudera Manager
• Automated Deployment • Reporting
• Monitoring • Support Integration
• Service Management
• Log Management
• Events and Alerts

23. Cloudera
• Founded 2009 in Palo Alto
• Cloudera's Distribution Including Hadoop
• CDH4 / Cloudera Manager 4
• > 320 employees worldwide
• Training, Consulting, Support, Development
• Enterprise Tools

24. Thank You!
• alexander@cloudera.com
• Twitter: @mapredit
• Blog: mapredit.blogspot.com
• http://www.cloudera.com/
• http://hadoop. apache.org/