Lectures related to Conc-Trees: Parallel Programming in Scala

Covers list construction, methods, and implementations, including exercises and complexity analysis.

Introduction to Multiprocessor Architecture

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

Parallel Programming in Scala: First Class Tasks

Covers first-class tasks for flexible parallel computation in Scala.

Data-Parallel Programming: Basics and Mandelbrot Set

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

Data-Parallel Operations: Part 1

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

Lazy Evaluation: Lazy Lists

Explores lazy evaluation and lazy lists in Scala, emphasizing their benefits and implementation.

Multiprocessors: Overview and Challenges

Covers the evolution and challenges of multiprocessors, emphasizing energy efficiency, parallel programming, cache coherence, and the role of GPUs.

Parallelism: Programming and Performance

Explores parallelism in programming, emphasizing trade-offs between programmability and performance, and introduces shared memory parallel programming using OpenMP.