Principles of ParallelismCovers the basics of parallelism, including physical examples, historical context, multicore era, and parallel collections in Scala.
Speculative Query ParallelizationExplores accelerating complex analytics through speculation, parallelizing queries, handling mispredictions, and transitioning to speculative plans.
Parallel Programming ICovers the basics of parallel programming, including concurrency, forms of parallelism, synchronization, and programming models like PThreads and OpenMP.
Parallel Scan LeftIntroduces parallel scan left in Scala, covering its properties, sequential solutions, and efficient parallel computation techniques.