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Case Study: Big Data Analytics
1. Case Study: Big Data Analytics
The client is a US based product company that offers Enterprise Search & Discovery
Platforms based on Big Data technologies. The platform is used by many large enterprises
to transform their most valuable asset - information, to valuable insights.
The client’s product connects with all the diverse information sources available in an
enterprise - email systems, enterprise resource planning systems, customer relationship
management
systems, document management systems like sharepoint and many others in to a single
source. The client has added a new SQL interface which allows their customers to search
via using familiar SQL interfaces.
Challenges
Benchmarking Different Data Sources and Search Platforms
for Today’s Digital Enterprise
The SQL interface to the product allows querying information in the system via
SQL queries. The client was interested in knowing how their product performs
compared to other alternatives which may or may not be similar. The mandate
was to evaluate performance of their product with open source Hadoop+Hive
eco-system using industry standard TPC-H benchmarking system for relational
databases.
The objective was to identify areas of improvement in their product and make
recommendations to their customers.
Benchmarking proprietary Big Data based enterprise search and discovery
platforms with relational databases and open source Big Data systems