Smart   Consulting


Big Data Analytics

Velocity, Variety, Volume

  • Big Data Analytics

    Velocity, Variety, Volume

Big Data is large and complex datasets which can not be handled by traditional data processing applications

We processed more than 15 million transactions per day which translated to more than 5 billion historical transactions per year to devise an automated system to identify potential wrong fare occurrences and emerging fault trends in buses.

BIG DATA SOLUTION STACK

    The solution stack includes the following

  • Storage and Processing: Hadoop, Pentaho
  • Reporting:MySQL
  • Query Tools: Hive, NoSQL
  • Algorithms: Java and R Map Reduce