Scalable Systems Courses and Certifications

Devoxx

Building Reactive Pipelines - How to Go from Scalable Apps to - Ridiculously - Scalable Systems

Learn to build highly scalable systems using reactive programming, Project Reactor, message brokers, and Spring Cloud Stream. Gain practical knowledge through live coding demonstrations.

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

Devoxx

Building Responsive, Scalable Systems with Asynchrony and Flow Control

Explore asynchronous programming, back pressure, and reactive streams for building responsive, scalable services using Akka HTTP and Akka Streams.

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

Scalable Pagefaults in Linux Systems

Explore techniques for improving pagefault handling efficiency in Linux systems, enhancing overall performance and scalability in high-load environments.

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

USENIX

ROLEX - A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems

Scalable RDMA-oriented learned key-value store for disaggregated memory systems, improving performance on dynamic workloads and addressing challenges in data storage and retrieval.

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

USENIX

Data-Parallel Actors - A Programming Model for Scalable Query Serving Systems

Explore data-parallel actors, a programming model for building scalable query serving systems, offering simplified development and enhanced functionality for distributed data processing.

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

Docker

Constructing Scalable, Resilient and Consistent Systems with Flexible Paxos

Explore Flexible Paxos, a novel approach to consensus in distributed systems that enhances performance, scalability, and resilience by relaxing majority agreement requirements in Paxos phases.

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

Designing High-Performance Scalable Middleware for HPC, AI, and Data Science in Exascale Systems and Clouds

Explore high-performance middleware design for exascale systems, focusing on MVAPICH2 project's features and performance in HPC, AI, and data science applications across various platforms.

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

ChariotSolutions

Typesafe Design Systems: Building Scalable Component Libraries

Explore building scalable, flexible design systems using TypeScript. Learn type-safe utilities for consistent styling and reduced errors in large enterprise applications.

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

Conf42

Architecting Scalable Order Management Systems with Microservices

Explore scalable order management systems using microservices architecture, covering design principles, testing strategies, and deployment with Docker and Kubernetes.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Learn One Size to Infer All: Exploiting Symmetries in Dynamical Systems Using Scalable Neural Networks

Explore symmetries in dynamical systems using scalable neural networks to infer patterns across various sizes and complexities.

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

GeeCON Conference

Hypergrowth Scaling Made Simple - Designing Scalable Banking Systems

Explore a counterintuitive approach to designing scalable banking systems using simple architecture and patterns, challenging conventional complex solutions.

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

Crafting Resilient and Scalable Systems with Orchestration and Choreography Patterns on Kubernetes

Explore Event-Driven Architectures, focusing on orchestration and choreography patterns for scalable systems using Apache Kafka, Camel K, and Argo Workflows on Kubernetes.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems

Explore scalable synchronization in manycore systems with LRSCwait. Learn about polling-free and retry-free operations for improved throughput and energy efficiency in shared-memory architectures.

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

Finnish Center for Artificial Intelligence FCAI

Scalable and Flexible Distributed Reinforcement Learning Systems

Explore scalable distributed reinforcement learning systems, focusing on flexible training loops, statement management, and GPU allocation. Gain insights into building efficient RLHF systems for large-scale applications.

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

USENIX

Scalable and Effective Page-table and TLB Management on NUMA Systems

Innovative approach to page-table management in NUMA systems, enhancing performance through on-demand replication and reduced TLB shootdowns, benefiting highly threaded applications.

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