Alluxio Courses and Certifications

Anyscale

Streamlining Data Access for Ray with Alluxio

Unlock efficient data access strategies for Ray using Alluxio. Learn how to overcome GPU limitations, unify fragmented data, and accelerate AI innovation across diverse storage environments.

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

Presto Foundation

Powering a Petabyte-Scale Cache - Uber's Alluxio Implementation

Discover how Uber engineered Alluxio to manage 3-4 petabyte cache clusters, achieving 99.99% reliability and 80% hit rates for high-throughput Presto analytics workloads.

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

Building Super-Contributors in Alluxio Open Source Community

Discover strategies for cultivating exceptional contributors in open-source projects, focusing on Alluxio's community-building approach and best practices.

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

Databricks

Advancing GPU Analytics with RAPIDS Accelerator for Apache Spark and Alluxio

Learn to accelerate GPU analytics using RAPIDS for Apache Spark and Alluxio, enabling faster data access and processing for AI and analytics workloads across any cloud environment.

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

Accelerating Spark Workloads in a Mesos Environment with Alluxio

Learn how Alluxio enhances Spark and Mesos performance by providing memory-speed data access across disparate storage systems, optimizing big data processing and enabling new workloads.

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

Accelerating Spark Workloads in an Apache Mesos Environment with Alluxio

Learn how Alluxio enhances Spark and Mesos performance by providing memory-speed data access across diverse storage systems, optimizing big data processing and enabling new workloads.

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

USENIX

Data Caching for Enterprise-Grade Petabyte-Scale OLAP

Explores Alluxio local cache for petabyte-scale OLAP, optimizing data transfer efficiency in decoupled compute-storage models. Shares insights from Uber and Meta deployments.

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

OSACon

Maximizing Query Speed and Minimizing Costs in Data Lakes with Open-Source Caching

Discover how to optimize data lake performance and reduce costs using open-source caching frameworks, with practical techniques for query acceleration and storage efficiency.

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

Presto Foundation

Presto Optimization with Distributed Caching on Data Lake

Discover how to optimize Presto performance through distributed caching strategies, including data file caching, scheduler policies, and cache filtering, to reduce query latency and cloud storage costs.

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

Presto Foundation

Speeding Up Presto with Router and Local Cache Implementation

Dive into practical solutions for optimizing Presto performance using Alluxio Local Cache, exploring cache invalidation, custom strategies, and system reliability improvements.

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

Presto Foundation

Presto Performance Evaluation and Benchmarking on ARM Architecture

Discover key performance insights and experimental findings from deploying Presto on ARM architecture, exploring benchmarks and implementation strategies for optimal results.

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

Optimizing Data Locality and GPU Utilization for Training Workloads in Kubernetes

Discover how to overcome data locality challenges in Kubernetes with distributed caching using NVMe storage to boost GPU utilization and reduce infrastructure costs for ML training.

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

The ASF

Apache Ratis - A High Performance Raft Library

Explore Apache Ratis, a high-performance Java library for Raft Consensus Protocol. Learn its features, use cases, and advantages for data-intensive applications and distributed systems.

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

The ASF

Caching Framework for Exabyte-Scale Data Lakes

Optimize exabyte-scale data lakes with open-source caching framework. Improve performance, reduce costs, and tackle challenges in complex data environments using Hadoop, Parquet, Hudi, and Alluxio.

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

The ASF

Distributed Caching for Generative AI: Optimizing LLM Data Pipeline on the Cloud

Optimize LLM data pipelines on the cloud using distributed caching. Explore I/O challenges, best practices, and real-world applications to enhance efficiency in AI workloads and model training.

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