By

Monica Thaneer Rahul Ravipati

Sayantani Manna

Project Advisor: Ashok Banerjee

   

Problem  Statement   ● According to Royal Embassy of Saudi Arabia, 10

million pilgrims visited Mecca in 2011, . ● Amro & Nijem states 30,000 missing cases in 2011.

Mo.va.on  ●  Traditional search method. ●  Inadequate means of identification – Plastic ID cards ● Delay in tracking lost Pilgrims

 Web  Client-­‐Search  Page  

 Web  Client-­‐Map  Result  Page  

Streaming  data  ● Sensors ● Logs ● Stock Trade ● Personal Devices ● Network Connections and more……

State  of  the  art  ●  Splunk : Capture ,Index, correlate real time log data generating

report

●  Infosphere (IBM): Stream Analytic platform.

●  Amazon Kinesis: Real-time processing Serviceof streaming data

●  h=p://en.wikipedia.org/wiki/List_of_web_analy.cs_soFware  

                                 Technology  in  our  Project    Apache  Storm  –  Why?  

●  Multiple use cases ●  Data types, size, velocity ●  Mission critical data Fault-tolerance ●  Time series / pattern analysis Reliability Ref:-­‐h(p://storm.incubator.apache.org/  

Processing, computation, etc Scalability

Technologies  in  our  Project    Apache  KaMa  

● A distributed publish-subscribe messaging system

Why Kafka… ●  High throughput ●  Persistent ●  Distributed

http://baljeetsandhu.wordpress.com/page/2/

Technology  Used  (contd.)    CASSANDRA-­‐real  >me  opera>onal  data  store      

•  Optimal for time series data

•  Near-linear scalable

•  Low read/write latency      

ref:-http://upload.wikimedia.org/wikipedia/commons/5/5e/Cassandra_logo.svg

INGEST PROCESS

VISUALIZE

ANALYZE

STORE

Sensor data

Sensor data

Sensor data

Streaming Data Processing

Project  Approach  ● Prototyping Project

● Agile Methodology

● Test Driven Approach

Component  Diagram  

Ac.vity  Diagram  

Use  Case  Diagram  

     

Interface  end  to  end  flow  

 

Tes.ng  And  Valida.on    

● Unit testing ●  Integration testing ● Performance Testing ● Stress Testing

Conclusion  ● A prototype of the tracking system on streaming data ● Real Time Analysis reduces tracking delay ● Potential to broaden the scope of software industry

in Tourism.

Thank  You