December 2024, © Denuvo GmbH

Multi-part article:

1. A Fresh Approach to Fighting Bots
2. Background: Databricks and Apache Spark
3. Key Performance Features in Spark
4. Case study 1: Bottlenecks in Traditional Data Partition Management
5. Case Study 2: Optimizing Data Loading Workflows
6. Case Study 3: Window Functions as a Bottleneck in Data Aggregation
7. Case Study 4: Transitioning from User Defined Functions to Scalable Spark-Based Solutions
8. Case Study 5: Reduction in DataFrame Operations
9. Conclusion: A Fair Gaming Environment Needs Cutting-edge Bot Protection