Fault Tolerance Courses and Certifications

IEEE

Foundations of Dynamic BFT

Explore dynamic Byzantine Fault Tolerance, its challenges, and concrete constructions like Dyno. Learn definitions, related works, and evaluation methods in this comprehensive overview.

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

Linux Plumbers Conference

Unification of RAS Feature Control - Enhancing EDAC

Enhance RAS feature control through unification, focusing on EDAC improvements and advancements in Linux systems.

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

ACM SIGPLAN

Reliable Actors with Retry Orchestration

Explore fault-tolerant cloud programming using actors, retry orchestration, and tail calls. Learn key application patterns and failure scenarios for building resilient cloud applications.

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

Devoxx

Building Resilient Applications with Durable Execution

Explore Durable Execution Engines to build resilient e-commerce backends. Learn to track user carts, ensure single payments, and manage order delivery while handling crashes and recoveries.

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

Conf42

Designing for Failure - Building Resilient Services and Recovery Systems

Master essential strategies for building resilient services through redundancy, failover mechanisms, graceful degradation, chaos engineering, and automated recovery - creating robust systems that withstand failures.

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

Red Hat Developer

Service Resiliency: Bulkheads, Timeouts, Retries, Circuit Breakers, and Fallbacks

Explore service resiliency techniques including bulkheads, timeouts, retries, circuit breakers, and fallbacks to enhance system reliability and fault tolerance.

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

Code Sync

Fault Tolerant Machine Learning Operations

Explore strategies for building resilient machine learning systems in production, addressing challenges like compute ownership, consumer feedback, training on production data, and handling non-deterministic models.

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

Open Compute Project

Challenges in Implementing AI/ML Training Job Recovery from GPU/Accelerator Data Poisoning Events

Explore the challenges of AI/ML training job interruptions due to GPU/Accelerator memory errors in large clusters, and learn about recovery techniques to reduce these interruptions using RAS technology.

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

AWS Cloud Technology and Services Concepts

Master AWS cloud technology with hands-on learning and practical applications in the AWS ecosystem.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Design Resilient Architectures on AWS

Discover how to build scalable, fault-tolerant AWS architectures with hands-on labs covering serverless, containers, disaster recovery, and real-world resilience strategies.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Microcredential

AWS Certified Solutions Architect - Associate

Master AWS architecture design principles to build secure, resilient, high-performing, and cost-optimized cloud solutions while preparing for the Solutions Architect Associate certification.

• Udacity
• 60 hours
• On-Demand
• Paid Course

Rust

Crash Course on Asynchronous Execution and Fault Tolerance with Bastion

Explore asynchronous execution, fault-tolerance, and error handling in Rust with Bastion runtime, offering innovative solutions to modern system challenges.

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

vBrownBag

AWS Certified SysOps Administrator Domain 2 - High Availability, Elasticity, and Fault Tolerance

Comprehensive overview of AWS SysOps Administrator exam Domain 2, covering scalability, elasticity, fault tolerance, and high availability concepts with practical examples and trade-offs.

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

Scala Days Conferences

Fault Tolerance in Distributed Systems - A Case Study in Apache Spark

Explore fault tolerance in distributed systems through Apache Spark, examining design principles, challenges, and lessons for building robust systems and understanding their limitations.

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

NashKnolX

Resilience4j with Spring Boot - Fault Tolerance for Web Applications

Implement fault tolerance and stability patterns in Spring Boot applications using Resilience4j, a lightweight library for enhanced web app resilience.

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