Parallel Algorithms Courses and Certifications

Simons Institute

Parallel Algorithms for Local Problems in Sparse Graphs

Explore efficient parallel algorithms for locally checkable problems in sparse graphs, focusing on techniques beyond graph sparsification for improved performance in sublinear regimes.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Simons Institute

Scaling Parallel Algorithms to Massive Datasets using Multi-SSD Machines

Explore advanced techniques for scaling parallel algorithms to handle massive datasets efficiently using multi-SSD machine architectures and parallelism management strategies.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Simons Institute

Scalable Parallel Algorithms

Explore scalable parallel algorithms and parallelism management techniques with expert insights from UC Riverside's research perspective.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Simons Institute

Faster Parallel Algorithms for Basic Linear Algebra Problems

Explore advanced parallel algorithms for fundamental linear algebra, enhancing computational efficiency in mathematical problem-solving.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Meeting Cpp

Parallel Algorithms, Ranges and oneDPL for Hardware Accelerators

Explore parallel algorithms implementation in modern C++ with insights into oneDPL, execution policies, and hardware accelerators for efficient computational problem-solving across GPUs and FPGAs.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Institute for Advanced Study

Breaking the n‾√ Barrier - New Parallel Algorithms for Finding a Matroid Basis

Discover groundbreaking parallel algorithms that break the 40-year-old n‾√ barrier for finding matroid bases, achieving O(n3/7) rounds with novel decomposition techniques.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Parallel programming

6 reviews

Apprenez les fondamentaux de la programmation parallèle, de la parallélisation des tâches à celle des données. Maîtrisez les collections parallèles et appliquez ces concepts à travers des exemples pratiques analysant des données réelles.

• Coursera
• 1 day 8 hours 59 minutes
• On-Demand
• Paid Course

Association for Computing Machinery (ACM)

Faster Parallel Algorithm for Approximate Shortest Path

Explore advanced techniques for optimizing parallel algorithms to compute approximate shortest paths, focusing on transshipment, Sherman's framework, and oblivious routing.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Simons Institute

Computational Model and Algorithms for Tensor Core Units

Explore computational models and algorithms specifically designed for tensor core units in modern parallel computing architectures.

• YouTube
• 35 minutes
• On-Demand
• Free Video

High Performance Computing

This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS6220

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

ChemicalQDevice

Quantum Machine Learning Parameters for Breakthrough Parallel Algorithms

Explore breakthrough parallel quantum algorithms for machine learning, improving performance and efficiency. Learn key benefits and optimal parameter settings for quantum-classical hybrid models.

• YouTube
• 59 minutes
• On-Demand
• Free Video

CppNow

Parallel Range Algorithms - The Evolution of Parallelism in C++

Explore the future of C++ parallelism through Parallel Range Algorithms, combining Ranges with parallel execution for clearer, more expressive code and enhanced performance.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Simons Institute

Parallel Graph Algorithms

Explore efficient parallel computing techniques for graph problems, covering algorithms that leverage multiple processors to solve complex network analysis tasks faster.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Nvidia

Accelerating Applications with Parallel Algorithms - CUDA C++ Class Part 1

Master modern CUDA C++ programming with Thrust library, parallel algorithms, iterators, and GPU memory management through hands-on exercises and real-world examples.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

CppCon

Parallel Range Algorithms - The Evolution of Parallelism in C++

Explore the future of C++ parallelism through Parallel Range Algorithms, combining C++ Ranges with parallel execution for clearer, more expressive, and performant code in C++26.

• YouTube
• 59 minutes
• On-Demand
• Free Video