AMPLab Publications

• G-OLA: Generalized Online Aggregation for Interactive Analysis on Big Data
• Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems
• A General Bootstrap Performance Diagnostic
• BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data (Best Paper Award)
• Blink and It’s Done: Interactive Queries on Very Large Data
• Recurring Job Optimization in Scope
• Re-optimizing Data Parallel Computing
• Scarlett: Coping with Skewed Popularity Content in MapReduce Clusters