Recommendation Engine Case Study
RedNote Accelerates Model Training & Distribution with Alluxio
Accelerate your GPU-powered AI/ML workloads with Alluxio
In the world of AI and machine learning, GPUs are powerhouses – but they're only as fast as the data they can access. Alluxio's Enterprise AI platform bridges the gap between your lightning-fast GPUs and your data, wherever it resides.
Accelerated by Alluxio
Maximize GPU Utilization
Boost GPU utilization by eliminating data stalls and keeping GPUs continuously fed with data.
Accelerate AI Model Training
Get 2-4x faster model training and model distribution compared to commodity storage.
Lower your Infra Costs
Eliminate costly high-performance storage and lower cloud storage API and egress costs.
Did you know your GPUs are hungry for data?
According to a report from Wandb, nearly one third of GPUs have utilization rates less than 15%!
How Alluxio Works
Alluxio accelerates AI workloads and maximizes GPU utilization by delivering lightning-speed access to petabytes of data spread across billions of files regardless of the underlying storage type or proximity to GPU compute clusters.
Alluxio Distributed Cache deploys between compute and storage in your existing infrastructure. AI workloads gain accelerated performance by accessing data in the Alluxio cache to eliminate storage bottlenecks and maximize GPU utilization.
With Alluxio, GPU utilization typically increases from 30-50% to up to 97%.
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