Smart Meter Analysis

What is the business need?

  • Replace Customer 360 view using Smart Meter analysis
  • Combine data from multiple sources
  • Analyze the information within the same day

Smart Meter Analysis

Challenges

  • No single platform to store & analyze data from multiple sources with different formats
  • Streams of high data volumes

Our Solution

  • Used Hadoop HDFS & HBase to store the data.
  • Flume for Smart meter, click stream and social networking data and Sqoop for Products, billing, campaign and customer data.
  • Used Pig and MapReduce jobs to process the data.

Result

  • Able to build customer 360 view dashboards
  • Able to analyze data within 15 minutes
  • Able to create use cases of recommendations to promote products to customers
  • An architectural foundation for several other business needs