Deploy Big Data solutions Rapidly in Cloud through Harbinger’s ABC model

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Harbinger Systems - HRTech Builder of Choice

Today, businesses are grappling with huge volumes of data. Building capabilities to process/analyze data and generate insights, through Big Data solutions, is becoming a key differentiator for them. And developing such a competitive advantage using traditional models takes time and defeats its purpose. Leveraging Cloud infrastructure and Agile development methodologies, businesses can develop and deploy their Big Data solutions rapidly and cost efficiently. Join us for an engaging and interactive webinar on “Deploy Big Data solutions Rapidly in Cloud through Harbinger’s ABC model (Agile-Big Data-Cloud)” on 15th Jan 2014.This webinar will present Harbinger’s ABC model that can help organizations in overcoming some of the challenges they face in building Big Data solutions. The webinar will discuss: > The rising business need for Big Data solutions > Key considerations in designing Big Data solutions (V3: Volume-Variety-Velocity) > Harbinger’s ABC model and its relevance in the current context > Real world business scenarios and solutions though ABC model

Tecnologia

Welcome to the Webinar

Deploy Big Data Solutions Rapidly in
Cloud through Harbinger’s ABC Model
by Harbinger Systems

Panellists

Dr. Prashant Khambekar

Umesh Kanade

Vice President
Delivery

General Manager
Technology Solutions

Dr. Asheesh Choksi
Solutions Architect

2

Agenda
• Big Data Problem Space

• Harbinger ABC Model
• Case Studies
• Q&A

3

Manageable Data
Variety

Velocity

RDBMS system for data storage
Implementation of Business
logic by Application server
Business features are rendered
by Request/Response model

Volume

5

Harbinger’s ABC Learning Model

Big Data
A-B-C
Learning

Agile

Cloud
8

Case 1 - Volume Space : Business Challenges
• Data maintained by Legacy system is not queriable
• Searching for information is becoming pain area as the data size
is growing
• Business wants to connect operational, clinical and financial
properties of each record

• App should support interoperability from multiple platforms
(mobile devices, desktop OS …)
11

Case 1 – ABC in Volume Space
Data Volume
ETL
Hadoop DFS

Search

Multiple Business
needs evolving over
time

AWS EMR

12

Case 1 - Volume Space

ETL
Flat Files, Feeds

Name Node

Secondary
Name Node

Data Nodes
Hadoop API

Map
Reduce

Results

13

Case 1 – Volume Space
Scaling

Hadoop distributed File System

• Map Reduce Jobs for each type of query

Search

Solr based indexing

• De-identification of sensitive information (HIPAA compliance)
• Relevance search

ETL

Data migration from Legacy system

• Custom ETL, Cleaning and Validation of records

14

Case 2 - Velocity Space: Business Challenges

Users Bet or Bid on Certain Resources

Sport Events
Live Show on TV…

Application Should Synchronize
Thousands of Users in Real-Time

Application Usage Spikes with Popular Events

16

ABC in Velocity Space
Transaction Velocity
Mongo DB
Redis

Evolving Business
Requirements

Tech POCs

AWS EC2
Real time resource
scale up/down
17

Case 2 - Velocity Space
Notifications Node JS, Socket IO
• Dynamic Synchronization
• Cross browser (HTML 5-based)

Extensibility

Grails, MVC, REST

• Efficient Development
• Support for Mobile

18

Case 3 - Variety Space: Business Challenges

Relationships:
Structured and un-structured attributes
Recommendations:
Connections and preferences and Discovery

Data Variety: Traditional design approach could be extremely complex

20

Case 3 – Variety Space
Data Variety

Orient DB, PostgreSQL
Graph Structures and
Recommendation Engine

Weekly Builds
Synchronization with
Business

AWS EC2
Scalability, Multi-tenancy
Auto-Scaling, Separate
Schema for accounts
21

Case 3 – Variety Space
Multi-tenancy Cloud + PostgreSQL
• Supports Schemas for Multi-tenancy

Productivity

RoR, Phusion Passenger Server

• Developer Productivity
• Resources exposed with REST APIs

Responsive

D3, SVG, VivaGraph

• Renders scalable vector images in modern browsers

22

Solution Space
Variety
Key Value Store
(NoSQL)
Document based or
Graph database

Velocity
In memory Database
Push (WebSocket)

Volume
Map Reduce
(Hadoop)
24

A-B-C Model Review
Structured,
Unstructured Data
Volume, Velocity,
Variety Analytics

Frequent Builds
Validations/POCs
Re-alignment with business

App Complexity
Resource Scale-up/down
Platform Services
(Security, Backup, Metering)
25

Thank You!
Visit us at: www.harbinger-systems.com
Write to us at: hsplinfo@harbingergroup.com

Blog: blog.harbinger-systems.com
Twitter: twitter.com/HarbingerSys (@HarbingerSys)
Slideshare: slideshare.net/hsplmkting
Facebook: facebook.com/harbingersys
LinkedIn: linkedin.com/company/382306
27

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Deploy Big Data solutions Rapidly in Cloud through Harbinger’s ABC model

1. Welcome to the Webinar Deploy Big Data Solutions Rapidly in Cloud through Harbinger’s ABC Model by Harbinger Systems

2. Panellists Dr. Prashant Khambekar Umesh Kanade Vice President Delivery General Manager Technology Solutions Dr. Asheesh Choksi Solutions Architect 2

3. Agenda • Big Data Problem Space • Harbinger ABC Model • Case Studies • Q&A 3

4. Big Data Paradigm 4

5. Manageable Data Variety Velocity RDBMS system for data storage Implementation of Business logic by Application server Business features are rendered by Request/Response model Volume 5

6. Big Data Variety Velocity Volume 6

7. ABC Model 7

8. Harbinger’s ABC Learning Model Big Data A-B-C Learning Agile Cloud 8

9. ABC Iteration Model 9

10. Case 1 Volume Space 10

11. Case 1 - Volume Space : Business Challenges • Data maintained by Legacy system is not queriable • Searching for information is becoming pain area as the data size is growing • Business wants to connect operational, clinical and financial properties of each record • App should support interoperability from multiple platforms (mobile devices, desktop OS …) 11

12. Case 1 – ABC in Volume Space Data Volume ETL Hadoop DFS Search Multiple Business needs evolving over time AWS EMR 12

13. Case 1 - Volume Space ETL Flat Files, Feeds Name Node Secondary Name Node Data Nodes Hadoop API Map Reduce Results 13

14. Case 1 – Volume Space Scaling Hadoop distributed File System • Map Reduce Jobs for each type of query Search Solr based indexing • De-identification of sensitive information (HIPAA compliance) • Relevance search ETL Data migration from Legacy system • Custom ETL, Cleaning and Validation of records 14

15. Case 2 Velocity Space 15

16. Case 2 - Velocity Space: Business Challenges Users Bet or Bid on Certain Resources Sport Events Live Show on TV… Application Should Synchronize Thousands of Users in Real-Time Application Usage Spikes with Popular Events 16

17. ABC in Velocity Space Transaction Velocity Mongo DB Redis Evolving Business Requirements Tech POCs AWS EC2 Real time resource scale up/down 17

18. Case 2 - Velocity Space Notifications Node JS, Socket IO • Dynamic Synchronization • Cross browser (HTML 5-based) Extensibility Grails, MVC, REST • Efficient Development • Support for Mobile 18

19. Case 3 Variety Space 19

20. Case 3 - Variety Space: Business Challenges Relationships: Structured and un-structured attributes Recommendations: Connections and preferences and Discovery Data Variety: Traditional design approach could be extremely complex 20

21. Case 3 – Variety Space Data Variety Orient DB, PostgreSQL Graph Structures and Recommendation Engine Weekly Builds Synchronization with Business AWS EC2 Scalability, Multi-tenancy Auto-Scaling, Separate Schema for accounts 21

22. Case 3 – Variety Space Multi-tenancy Cloud + PostgreSQL • Supports Schemas for Multi-tenancy Productivity RoR, Phusion Passenger Server • Developer Productivity • Resources exposed with REST APIs Responsive D3, SVG, VivaGraph • Renders scalable vector images in modern browsers 22

23. Summary 23

24. Solution Space Variety Key Value Store (NoSQL) Document based or Graph database Velocity In memory Database Push (WebSocket) Volume Map Reduce (Hadoop) 24

25. A-B-C Model Review Structured, Unstructured Data Volume, Velocity, Variety Analytics Frequent Builds Validations/POCs Re-alignment with business App Complexity Resource Scale-up/down Platform Services (Security, Backup, Metering) 25

26. Q&A 26

27. Thank You! Visit us at: www.harbinger-systems.com Write to us at: hsplinfo@harbingergroup.com Blog: blog.harbinger-systems.com Twitter: twitter.com/HarbingerSys (@HarbingerSys) Slideshare: slideshare.net/hsplmkting Facebook: facebook.com/harbingersys LinkedIn: linkedin.com/company/382306 27

Deploy Big Data solutions Rapidly in Cloud through Harbinger’s ABC model

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