COURSE
Data Workloads: Transactional and Analytical
INR 29
Description
Understanding OLTP and OLAP workload characteristics and appropriate technology choices.
Learning Objectives
Learners will distinguish between transactional and analytical workloads, understand their requirements, and identify suitable technologies.
Topics (4)
1
Online Analytical Processing (OLAP)
OLAP systems support complex analytical queries on historical data for business intelligence and reporting.
2
Online Transaction Processing (OLTP)
OLTP systems handle operational transactions with immediate consistency and high availability requirements.
3
Batch Processing Workloads
Batch processing handles large data volumes in scheduled intervals, optimizing throughput over latency.
4
Stream Processing and Real-Time Analytics
Stream processing enables real-time analysis of continuous data flows for immediate decision-making.