Distributed Algorithms Courses and Certifications

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

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

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

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

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

Cloud Computing Concepts, Part 1

21 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
• Free Online Course (Audit)

Stanford Seminar - The Time-Less Datacenter

Novel event-based protocol for datacenter communication eliminates conventional heartbeats and timeouts, enabling efficient recovery for distributed algorithms at scale and composing into graph-based distributed communications.

• YouTube
• 53 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
• Free Online Course (Audit)

Design and Analysis of Algorithms

1 review

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

IoT Communications

60 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
• Free Online Course (Audit)

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
• Free Online Course (Audit)

IIT Patna;  NPTEL

Cloud Computing and Distributed Systems

Explore distributed computing concepts, algorithms, and cloud technologies. Gain in-depth knowledge of virtualization, storage, networking, fault-tolerance, and emerging big data areas. Examine industry systems like Apache Spark and Google's Chubby.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

CNCF [Cloud Native Computing Foundation]

Distributed Computation with WASM and WASI

Explore WASI-data for distributed computation, enabling portable WASM modules for analytics. Learn about its design, implementation, and potential to revolutionize data processing systems.

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

USENIX

Weeks of Debugging Can Save You Hours of TLA+

Explore TLA+ for reliable system design through a hands-on approach, solving a subtle concurrency issue to demonstrate its power in preventing critical failures and reducing debugging time.

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

Alan Turing Institute

Privacy-Preserving Algorithms for Decentralised Collaborative Learning - Dr Aurélien Bellet

Explore privacy-preserving algorithms for decentralized collaborative learning, focusing on large-scale machine learning, distributed methods, and privacy protection in connected device data analysis.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video