Overall Satisfaction with Treasure Data
It is used as a data warehouse. Raw data containing operative business information is continuously ingested to Treasure Data. Different batch jobs are continuously running to aggregate data based on a different number of dimension to achieve relevant granularities for specific use cases. The data is used across the whole organisation for: reporting to customers, troubleshooting by tech support, analysis and feature design by R&D, etc.
- Very reliable data ingestion to their warehouse
- Fast querying capabilities using Presto and Hive
- Good API for programatic access to the data
- Adding support for not only batch processing but also streaming data
- Better grouping and organization of saved queries and jobs
- It was positive to not need to implement a data warehousing solution ourselves
- It allowed us to efficiently store important business (e.g.billing) information in real time
- For implementing revenue boasting algorithms based on historic data
- For implementing cost saving algorithms using historic data