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Concept

Parallel computing

Related lectures (31)

Principles of Parallelism

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

Data-Parallel Programming: Basics and Mandelbrot Set

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

GPU Introduction: Performance and Programming

Explores the motivation and advantages of using GPUs for computation, focusing on their performance and programming through CUDA.

Parallel Scan Left

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

Parallel Programming in Scala: Computing p-norm

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

Data-Parallel Operations: Part 1

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

Parallel Programming: Fundamentals

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

Computer Science Evolution: Moore's Law to Multicores

Covers the evolution of computer science, from Moore's Law to multicores, research on parallelizing Lisp code, experiences at UC Berkeley and Microsoft Research, and insights on cloud computing and faculty management.

Parallel Computation: Tasks

Explores parallel computation using tasks for concurrent execution and demonstrates their implementation in practice.

Asynchronous Programming with Futures

Explores asynchronous programming with futures, showcasing benefits, challenges, and efficient implementations.

Conc-Trees: Parallel Programming in Scala

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

Fold Reduce Operations

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

Data Operations and Parallel Mapping

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

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.

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

Explores the principles of parallel computing, focusing on OpenMP as a tool for creating concurrent code from serial code.

Speculative Query Parallelization Log in to Mediaspace to watch this video

Explores accelerating complex analytics through speculation, parallelizing queries, handling mispredictions, and transitioning to speculative plans.

Introduction to Multiprocessor Architecture Log in to Mediaspace to watch this video

Covers multiprocessor architecture, sustainable computing, AI model training impact, and parallel programming fundamentals.

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.

Advanced Multiprocessor Architecture Log in to Mediaspace to watch this video

Covers Advanced Multiprocessor Architecture, discussing course logistics, components, grading, and trends in modern computing systems.

Introduction to Multiprocessor Architecture Log in to Mediaspace to watch this video

Introduces the fundamentals of multiprocessor architecture, covering post-Moore servers, sustainable datacenters, parallel programming, and GPU utilization.