Maintaining high quality data is reliant on regular updating, standardization and de-duplication. However, if these processes are flawed, the data can negatively sway organizational spend and productivity.
Accessibility and Consistency
As data volume, velocity, variability and variety increase, so do the stresses on today's software infrastructures when they can no longer make sense of data deluge. In a well-written, well-tuned application, over 90 percent of data access time is spent in middleware. And data connectivity middleware plays a critical role in how the application client, network and database resources are utilized. In any bulk load use case scenario, database connectivity is the cornerstone of performance. Over the years, technology vendors have made great strides in database optimization as well as the performance of processors and other hardware-based server components. As a result, the bottleneck migrated to the database middleware.