Advanced Spark OptimizationDelves into advanced Spark optimization techniques, emphasizing data partitioning, shuffle operations, and memory management.
Principles of ParallelismCovers the basics of parallelism, including physical examples, historical context, multicore era, and parallel collections in Scala.
Optimizing Recursive QueriesExplores optimizing recursive queries in database systems using Datalog and semirings, discussing the challenges and solutions in data analytics.