3. Today’s Agenda
Introduction to NRIT
New BI Landscape
Big Data, No SQL, Hadoop
Big Data Providers
Big Data Tools
Data Science and Analysis
NRIT and Big Data
Big Data Bootcamp
Conclusion
4. NRIT at a glance
Established in 1998, NRIT is a Business Intelligence and Data Warehousing
Company.
NRIT has onshore development site in Los Angels, New Jersey with offshore
development in Bangalore India.
NRIT BI solutions have helped companies realize high ROI by understanding
their needs and provide technical expertise of its employees.
NRIT is focused on improving business performance by exploiting streamlined
best practices and continued investments in technology.
NRIT is committed to adhering to well-established international
standards (ISO 9001:2000 and SEI/CMM) and processes in all its
delivered information system solutions
14+ years of innovation in Business Intelligence
6. All your BI needs under one roof
Data Warehousing/ Marts Reporting (OLAP) Predictive Analytics Datacenter and
ITSM
IBM Cognos
Informatica
Data Stage
Microsoft SSIS
SAP BW
Hbase, No SQL
IBM Cognos
Microsoft SSRS /
SSAS
SAP Business Objects
Oracle OBIEE
Cognos Planning
Cognos TM1
SAS tools
SPSS
Statistical Analysis
Green
datacenters
Data security
Data storage
ITSM practice
Build complex data
warehouses
Data Cleansing and
Profiling
ETL Development
Development of
Marketing, Sales, Finance
etc Data Marts
Strong Oracle, SQL
Server database
experience
Dimensional modeling
Reporting and Dash-
boarding
Alerting & exception
reporting
Performance tuning
Budgeting &
Forecasting solutions
Cognos Enterprise
Planning
Predictive modeling
and scoring
Budgeting and
Forecasting
Marketing Analytics
Customer Analytics
Delinquency
Management
Churn Analysis
Risk Analysis
Big Data
Modeling
Planning and
Implementation
Integration
Analytics and
Visualization
Support
Maintenance
Bootcamp
training
7. Current State BI Questions
Why did this happen?
When did this happen?
Where did this happen?
Who is responsible?
What might happen to this one value in the future?
Can you write me a report for…?
8. BigData = ‘Next State’ BI Questions
• What could happen?
• Why didn’t this happen?
• When will the next new thing
happen?
• What will the next new thing
be?
• What should happen?
Collecting
behavioral
temporal
data
9. Comparing old and new BI data
Old BI data New BI data
Data Size Gigabytes (Terabytes) Petabytes (Hexabytes)
Access Interactive and Batch Batch
Updates Read / Write many times Write once, Read many times
Structure Static Schema Dynamic Schema
Integrity High (ACID) Low
Scaling Nonlinear Linear
DBA Ratio 1:40 1:3000
Reference: Tom White’s Hadoop: The Definitive Guide
19. BTW…NoSQL is 50x CHEAPER
Why?
Open source origin and momentum, VC influence
With a mission i.e make cluster of commodity hardware/storage scale for
particular use
I. Node.js for graph database
II. Mongodb for general schema free data
III. Cassandra on pure java cluster
IV. CouchDB for general document management
Relational can not match and is overpriced!
23. Some BI Query Languages
Microsoft
• MDX, DMX, T-SQL, DAX, XMLA --
data
• Infer.Net --programmer
Open
Source
• R, Hive (SQL-like) –data
• HQL, GQL, MQL – specialized data
• MapReduce (Java) --programmer
27. BI >BigData ‘To Do List
Store some (more) data on the cloud
• Relational and non-relational
Process some data in the cloud
• Try data mining
• Learn about Data Science
Update your client tools
• New UI (touch, gestures)
• Click to Query
• New form factors (phone, tablet)
30. NRIT and Big Data Bootcamp
NRIT offers 3 day bootcamp training
Learn Big Query, MapReduce, R Programming and MapR hadoop
Get trained on valuable skills by demonstrations and hands-on labs
Hadoop is being used by most of fortune 500 companies now, latest
examples are Ford Motor, AOL etc.
Lot to be achieved - Hadoop train just started, so get trained now
Investment in Hadoop yields huge value
So, let NRIT be your partner on your journey with Big Data/BI
analytics, let’s ride the train together
31. THANK YOU
Contact us – sabat@nritinc.com
sujit@nritinc.com
Phone: 818-878-0834
www.nritinc.com
Notas do Editor
Presentation: BI/Big Data Futures - Is it really all about the Cloud?In this survey session, SKS will bring you up-to-date on what's happening in the world of enterprise Business Intelligence. BigData, NoSQL, Hadoop, Big Analytics, Cloud Storage, what does all of this mean to you as a data professional? Which products and technologies are mature enough for enterprise adoption and which ones are not? Which vendors should you be trying out and why? What is the reality of hosting enterprise data on the cloud? What are the business reasons to explore these new technologies? How do you learn to implement them?SKS frames this talk with the three major trends that she sees in the Enterprise BI space, highlighting products and technologies that warrant a deeper look.
From the blog - http://www.thisisthegreenroom.com/2011/data-science-vs-business-intelligence/
Part of Microsoft's Hadoop efforts include an ODBC driver for Hive, the Hadoop query engine, which will provide “direct realtime querying from business intelligence tools into Hadoop,” Leland said. The Azure Hadoop service and the Hive ODBC driver will be available in preview before the end of 2011, with a community technology preview for Hadoop on Windows Server arriving next year.