Key-Value Databases Courses and Certifications

Devoxx

Voxxed Days Bucharest 2023 - NoSQL Endgame

1 rating

Comparison of Java persistence frameworks for NoSQL databases, exploring strengths and weaknesses across different database types. Insights for choosing the right framework based on project needs.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

USENIX

MatrixKV - Reducing Write Stalls and Write Amplification in LSM-tree Based KV Stores

Innovative LSM-tree based key-value store design using NVM to reduce write stalls and amplification. Introduces matrix container, column compaction, and cross-row hint search for improved performance in multi-tier storage systems.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

USENIX

Fast RDMA-based Ordered Key-Value Store Using Remote Learned Cache

Explores XSTORE, an RDMA-based key-value store using machine learning models as cache for tree-based indexes, improving performance and scalability while efficiently handling dynamic workloads and reducing client-side memory usage.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

NashKnolX

Introduction to Redis and Its Features

Explore Redis fundamentals, use cases, and best practices for integrating this powerful in-memory data storage solution into your projects and applications.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

NashKnolX

Redis Data Structures and Performance Optimization

Master Redis data structures and optimize performance for efficient in-memory key-value database management and caching.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

USENIX

How to Copy Files

Explores efficient file cloning techniques in BetrFS, introducing "nimble clones" that optimize performance and space usage through copy-on-abundant-write policy and write-optimized key-value store.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

USENIX

SPEICHER - Securing LSM-based Key-Value Stores Using Shielded Execution

Secure key-value storage system using shielded execution, providing confidentiality, integrity, and data freshness. Implements authenticated LSM data structure and asynchronous trusted counters for enhanced security on untrusted hosts.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

USENIX

ListDB - Union of Write-Ahead Logs and Persistent SkipLists for Incremental Checkpointing on Persistent Memory

Explore innovative techniques for optimizing key-value stores on non-volatile main memory, addressing write stalls and improving performance through novel data structures and compaction methods.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

RIAK Use Cases - Dissecting the Solutions to Hard Problems

Explore RIAK's solutions for complex problems in NoSQL databases, focusing on tunable consistency, active anti-entropy, and application layer timestamps for distributed systems.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Devoxx

I Have a NoSQL Toaster

Explore key-value, document, columnar, and graph data models in NoSQL databases, understanding their differences and ideal use cases for modern data management.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

PHP UK Conference

Beyond Relational: Data Storage for Modern Applications

Explore alternatives to relational databases for modern PHP applications, including queues, key-value stores, and document databases. Learn when and how to implement these solutions for improved scalability and performance.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

WebAssembly Microservices and Kubernetes Tutorial - Hands-on Guide

Hands-on tutorial exploring WebAssembly microservices on Kubernetes. Learn to write, package, and deploy Wasm applications across various environments, leveraging its platform-independent and efficient nature.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

TiKV Best Practices - Deployment, Scaling, and Performance Optimization

Explore TiKV best practices for distributed key-value databases, covering data distribution, cross-DC deployment, scaling, hotspot management, and performance tuning for optimal system efficiency.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

CNCF Storage Working Group - Cloud-Native Storage Technologies and Architectures

Exploring cloud-native storage technologies, architectures, and real-world applications. Insights from end-user surveys on successes and failures in implementing cloud-native storage solutions.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Deep Dive: etcd and Raft Consensus Algorithm

Explore etcd's Raft consensus algorithm implementation, its critical role in Kubernetes, and its adoption in other distributed systems. Learn about design philosophy and future developments.

• YouTube
• 40 minutes
• Self-Paced
• Free Video