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Concept

Parallel programming model

Related lectures (30)

Principles of Parallelism

Covers the basics of parallelism, including physical examples, historical context, multicore era, and parallel collections in Scala.

Parallel Programming: Fundamentals

Covers the basics of parallel programming, including exploiting parallelism in algorithms and the importance of avoiding race conditions.

Conc-Trees: Parallel Programming in Scala

Covers the implementation of Conc-Trees in Scala for parallel programming.

Task Parallelism and Explicit Communication

Explores task parallelism, explicit communication, and synchronization primitives for efficient parallel programming.

Fold Reduce Operations

Explores fold (reduce) operations in parallel programming using Scala, covering associative operations, expression trees, parallel reduction, and array reduction.

Parallel Programming in Scala: Computing p-norm

Explores computing p-norm using parallel programming in Scala and its impact on performance.

Actors: Evolution and Implementation

Covers the evolution of Actors, challenges of modern CPUs, parallel programming risks, and synchronization tools in Scala.

Parallel Programming: Splitters and Combiners

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

Data-Parallel Programming: Basics and Mandelbrot Set

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

Data Operations and Parallel Mapping

Explores parallel programming in Scala, functional operations on collections, and parallel map functions on arrays and trees.

Benchmarking Parallel Programs

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

LED Displays: Specialized Interpreted Languages

Explores specialized interpreted languages for LED displays, optimizing memory usage and controlling LED intensity and graphic sequences.

Conc-Tree Combiners: Parallel Programming in Scala

Explores Conc-Tree Combiners for parallel programming in Scala, covering buffer operations, chunk nodes, and combining methods.

Data-Parallel Operations: Part 1

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

Data-Parallel Operations: Scala Programming

Covers data-parallel operations in Scala programming, focusing on fold operations and aggregate operation.

Parallel Scan Left

Introduces parallel scan left in Scala, covering its properties, sequential solutions, and efficient parallel computation techniques.

Associative Operations: Fundamentals

Covers associative and commutative operations in parallel programming, using mathematical examples and discussing challenges in preserving associativity.

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.

Parallel Programming I Log in to Mediaspace to watch this video

Covers the basics of parallel programming, including concurrency, forms of parallelism, synchronization, and programming models like PThreads and OpenMP.

Parallel Computing: Principles and OpenMP Log in to Mediaspace to watch this video

Covers the principles of parallel computing and introduces OpenMP for creating concurrent code from serial code.