Data Operations & Performance Scaling

In the data-driven world that we live in today, data operations and performance scaling can be crucial to the success of your business.

As a key stakeholder you realize, without analytics, your company is vulnerable. However, is owning an analytics tool enough? Will it prepare your business for the road ahead? Are your data systems adaptable to change? Are they tuned to provide accurate data and can they scale to meet any increased demands and data inflows?

These are some critical questions you would need to answer while managing your data.

The size of your data may vary month on month or quarter to quarter, depending on the kind of business you own. Even the sources of data may change and grow in number as your business grows.

The data solutions and tools you use should automatically adapt and accommodate the growing demands of your business. Ensuring that the system continues to be effective and efficient in providing necessary business insights, despite the changes.

Performance is an indicator of the responsiveness of your existing system to perform any desired action within a given time frame. Scalability, on the other hand, is the ability of your data system to handle increases in load without impacting performance.

At Menerva, we believe that data operations and performance scaling go hand in hand.

We can help you with

Production Run Books

Maintaining production run books (Ex: Ongoing or periodic data collection & processing).

Scaling Implementations

Scaling of implementation to support large production volumes. Ex: writing scalable code.

Exception Handling

Handling of errors and exceptions, and reruns when applicable.

Implementation Tools & Technologies

  • Deployment to AWS (ex: EMR Clusters) or Google cloud, including provisioning of environments and VPN setup
  • Performance tuning of implementations using Apache Spark, Kafka,  Hive and associated technologies
  • Implementation of production scripts and process automation
Amazon Web Services
Tools and technologies used by Menerva Software for their data operations and performance scaling solutions - Google cloud
Tools and technologies used by Menerva Software for data analysis and adhoc querying - Apache Spark
Tools and technologies used by Menerva Software for their data processing and insights solutions - Apache Kafka
Tools and technologies used by Menerva Software for data analysis and adhoc querying - Apache Hive