Parallel Programming in Scala: First Class Tasks

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Distributed Transactions: Architectures and Protocols

Explores parallel database architectures and distributed transaction protocols, focusing on coordination, concurrency control, and recovery challenges.

Introduction to Concurrency

Covers the basics of concurrency, its importance, and how to write concurrent programs.

Parallel Programming: Splitters and Combiners

Covers Splitters and Combiners in parallel programming using Scala, explaining how to implement key methods efficiently.

Data-Parallel Operations: Part 1

Explores data-parallel operations in Scala, converting collections, implementing sum, and examining fold operations.

Parallel Programming in Scala: Performance Analysis

Delves into the performance analysis of parallel programs in Scala, covering asymptotic analysis, recursive functions, and Amdahl's Law.

Benchmarking Parallel Programs

Covers testing, benchmarking, performance factors, measurement methodologies, ScalaMeter, JVM warmup, and configuration in parallel programming.

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Akka Streams: Programming Reactive Systems

Covers Akka Streams basics, stream stages concurrency, materialized values, and more.

Data-Parallel Programming: Basics and Mandelbrot Set

Covers data-parallel programming basics and rendering the Mandelbrot set efficiently.

Two-Phase Construction: Arrays & Hash Tables

Explains two-phase construction for arrays, hash tables, and search trees in parallel.