7. 7
A scalable fault-tolerant distributed system
for data storage and processing
Completely written in java
Open source & distributed under Apache license
What is Hadoop?
11. 11
Big Data Future Architecture
Sscial Media Images e-mails Crawlers
ERP CRM LOB APPs
Unstructured and Structured Data
Parallel Data Warehouse
Hadoop On
Cloud
Hadoop On
Private
Server
Connectors
S
S
R
S
BI Platform
Familiar End User Tools
Spreadsheet Predictive Analytics
Data Market Place
NoSQL
Petabytes of Data
(Unstructured)
Hundreds of TB of Data
(structured)
12. 12
Issue with Big Data Infrastructure
Large investment
Scalabilty
ROI
Business Cases
19. 19
Database as a Service
Amazon RDS
IBM SQL Database for Bluemix
Microsoft SQL Database
Google CloudSQL
20. 20
NoSQL as a Service
Amazon DynomoDB
Google Cloud DataStore
Microsoft Azure DocumentDB
Cloudant on IBM Bluemix.
Mongo DB on Heroku
21. 21
Hadoop as a Service
Amazon Elastic Map Reduce
Rackspace Cloud Big Data Platform
Qubole
Google Cloud Platform
IBM Bluemix: Analytic on Hadoop
Microsoft Azure HDInsight
28. 28
Big Data on Cloud Roadmap
Step 1: Build the business case
Step 2: Assess your Big Data application
workloads
Step 3: Develop a technical approach for
deploying and managing Big Data in the cloud
Step 4: Address governance, security, privacy,
risk,
Step 5: Deploy, integrate, and operationalize
your cloud-based Big Data infrastructure
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS
29. 29
Access your application workloads
Big-data storage
Big-data processing
Big-data development
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS
30. 30
Sample applications
Enterprise applications already hosted in the
cloud
High-volume external data sources that
require considerable preprocessing
Tactical applications beyond your on-
premises, Big Data capabilities
Elastic provisioning of very large but short-
lived analytic sandboxes
Source : Deploying Big Data Analytics Applications to the Cloud: Roadmap for Success: CSCS