Distributed Algorithms Courses and Certifications

TheIACR

Distributed Algorithms

Explore cutting-edge distributed algorithms in cryptography, discussing recent advancements and their implications for secure, decentralized systems.

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

IEEE

Streaming and Distributed Algorithms - Session 2C

Explore cutting-edge streaming and distributed algorithms in this IEEE conference session, featuring innovative research and insights for computational efficiency in large-scale systems.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Simons Institute

An Introduction to Distributed, Massively Parallel, and Local Computation Algorithms

Explore distributed, massively parallel, and local computation algorithms, focusing on their applications, challenges, and recent advancements in sublinear algorithmic techniques.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Cloud Computing Concepts, Part 1

22 reviews

Explore fundamental distributed computing concepts for cloud systems, including MapReduce, NoSQL stores, and key algorithms. Gain hands-on experience through C++ programming assignments and industry insights.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Paid Course

Hausdorff Center for Mathematics

The Power of Randomization - Distributed Submodular Maximization on Massive Datasets

Explore distributed algorithms for submodular maximization in machine learning, focusing on a parallel approach that achieves constant factor approximation guarantees for large-scale problems.

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

Simons Institute

Massively Parallel Algorithms for High-Dimensional Euclidean Minimum Spanning Tree

Efficient distributed algorithms for clustering high-dimensional data using Euclidean Minimum Spanning Tree, achieving constant factor approximation in O~(loglogn) rounds of MPC model.

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

Institute for Advanced Study

Infinitesimal Containment and Sparse Factors of IID

Explore infinitesimal containment and sparse factors of iid in group theory, connecting distributed algorithms on Cayley graphs to measure-preserving actions and geometric constraints.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Cloud Computing Concepts: Part 2

6 reviews

Explore distributed computing concepts for cloud systems, including MapReduce, NoSQL, scalability, and trending areas. Implement core techniques in C++ through hands-on exercises.

• Coursera
• 20 hours
• On-Demand
• Paid Course

Joint Mathematics Meetings

Descriptive Combinatorics and Distributed Algorithms

Explore connections between descriptive combinatorics and distributed algorithms, focusing on graph coloring problems and their applications in mathematics and computer science.

• YouTube
• 57 minutes
• On-Demand
• Conference Talk

ACM SIGPLAN

Cyclic Message Histories for Automated Safety Verification of Distributed Algorithms

Explore a novel separation logic approach for automated safety verification of distributed actor systems, focusing on cyclic message histories to enable verification of complex algorithms like Paxos.

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

IoT Communications

69 ratings at Coursera

Explore advanced IoT connectivity: RF communication, MAC layer, mesh networking, and distributed algorithms. Enhance your self-driving vehicle with resilient, high-bandwidth communication techniques.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Paid Course

Design and Analysis of Algorithms

2 reviews

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

• MIT OpenCourseWare
• 39 hours
• On-Demand
• Free Video

System Validation (2): Model process behaviour

10 ratings at Coursera

Explore process behavior modeling, focusing on protocols and distributed algorithms. Learn to analyze system properties and manage complexity in behavioral models.

• Coursera
• 3 hours 53 minutes
• On-Demand
• Paid Course

CppCon

Distributed Ranges: A Model for Building Distributed Data Structures, Algorithms, and Views

Explore distributed ranges for building scalable data structures and algorithms across clusters. Learn to implement generic, interoperable distributed computing solutions using modern C++ features.

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

IEEE

Linear Time and Efficient Distributed Algorithms for List Coloring Graphs on Surfaces

Explore efficient algorithms for list coloring graphs on surfaces, focusing on linear time complexity and distributed computing approaches.

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