This week Hewlett Packard Enterprise formally launched its HPE Swarm Learning solution, an AI offering that uses blockchain.
Typically machine learning runs on datasets stored in a central location. In recent years the concept of federated learning lets machine learning models run on decentralized datasets. But Swarm Learning takes that a step further by decentralizing the aggregation as well.
A wide range of applications could benefit from this sort of solution. Healthcare is one of the biggest use cases for machine learning. This might allow cancer research centers from around the world to allow their datasets to be used by each other to glean insights without letting go of the data itself.
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