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