Analytics and AI cloud cost savings with Alluxio
Slash cloud costs by up to 90% without sacrificing performance
Why Alluxio for cloud cost savings
Navigating cloud costs can be complex and unpredictable. Alluxio offers intelligent data management that enables up to 90% of cloud storage cost savings.
Deliver 2-4x model training and model distribution speed compared to commodity storage
Boost GPU utilization to up to *97% by eliminating data stalls. Keep your GPUs continuously fed with data.
Run AI workloads wherever your GPUs are – on-premises, in the cloud, or in hybrid environments, ideal for distributed or limited GPU resources
How it works
Alluxio provides an intelligent caching system that virtualizes across storage in any environment. Alluxio is an on-prem software that can be seamlessly installed in your existing data infrastructure with zero code changes to applications. Sitting in the middle of compute and storage, Alluxio abstracts across storage resources, bringing data closer to compute.
Only retrieve data when necessary, greatly reducing the number of API calls directly on cloud object storage and the amount of data transferred across regions and clouds. Costs, including head object, get object, head bucket, and get bucket calls, are reduced by 80~90%
Alluxio provides a built-in dashboard that will provide you with cost-saving insights. You not only understand where costs are allocated and but also have the levers to manage them
Seamlessly integrate with analytics engines (Trino/Presto/Apache Spark) and AI frameworks (PyTorch/Ray/TensorFlow), and work with major public cloud providers like AWS, Google Cloud and Microsoft Azure