GE Digital

GE Digital Predix Asset Management DataStax Architecture Review

Cassandra & DataStax

GE Digital is a subsidiary of General Electric providing software and industrial internet of things services to industrial companies.

GE Digital built its Predix asset management platform — used by the oil & gas and aviation industries — on top of Cassandra and Graph db. Asset management at that scale means long-lived records under constant revision, which is precisely the workload that generates tombstones.

DataStax brought RhinoSource into GE Digital to improve performance and solve production issues on the DataStax Cassandra and Solr Search clusters behind Predix.

RhinoSource reviewed the architecture, configuration and data model of the Predix DataStax Enterprise clusters, investigated the outstanding issues, and assisted with benchmarking AWS storage alternatives — then made a number of tuning recommendations to improve cluster performance and reduce those tombstone issues.

We also reviewed cluster operational procedures and made recommendations to improve data consistency and read performance.

Products serviced

  • DataStax Enterprise Cassandra
  • DataStax Enterprise Solr Search
  • DataStax OpsCenter

Services performed

  • System Architecture and Configuration Review
  • System Health Check and Performance Audit
  • Data Model Review and Recommendations
  • Performance Improvement and Reliability Recommendations
  • Troubleshooting and Issue Resolution
  • Performance Load & Stress Testing
  • System Operations Review and Recommendations
  • Multi-Workload Reference Architecture Design