Enterprise Data Architect, Capital One
Rajeev Tomer is currently an Enterprise Data Architect at Capital One with over 25 years of experience orchestrating and architecting systems ranging from traditional on-prem systems to systems based on modern technologies like Hadoop, Open Source, and cloud native platforms. His recent work includes building robust data processing systems that apply predictive analytics capabilities to make forecasting models easily accessible to all business stakeholders. Rajeev holds a Bachelor of Technology from the Harcourt Butler Technological Institute.
Talk Title: Why Architecting for Disaster Recovery is Important for Your Time Series Data
Time Series data at Capital One consists of Infrastructure, Application, and Business Process Metrics. The combination of these metrics are what the internal stakeholders rely on for observability which allows them to deliver better service and uptime for their customers, so protecting this critical data with a proven and tested recovery plan is not a “nice to have” but a “must have.”
In this talk, the members of IT staff, Saravanan Krishnaraju, Rajeev, and Karl will share how they built a fault-tolerant solution based on InfluxEnterprise and AWS that collects and stores metrics and events. They added to this, Machine Learning, which uses the collected time series to model predictions which are then brought back into InfluxDB for real time access. The team shares the journey they took to architect and build this solution as well as plan and execute on their disaster recovery plan.