Search acceleration for artificial intelligence
AssigneePore Storage, Inc.
InventorsFabio Margaglia, Emily Watkins, Hari Kannan, Cary A. Sandvig
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Abstract
An apparatus for artificial intelligence acceleration is provided. The apparatus includes a storage and compute system having a distributed, redundant key value store for metadata. The storage and compute system having distributed compute resources configurable to access, through a plurality of authorities, data in the solid-state memory, run inference with a deep learning model, generate vectors for the data and store the vectors in the key value store.
Claims16
An apparatus for artificial intelligence acceleration, comprising:
- a storage and compute system having solid-state storage memory, a first key value store for metadata of a plurality of authorities in the storage and compute system relating to data in the solid-state storage memory, and a second key value store for vectors corresponding to examples in unstructured data in the solid-state storage memory;
- and
- the storage and compute system having distributed compute resources configurable to search the vectors in the second key value store and access, through the plurality of authorities and the first key value store, the examples in the unstructured data in the solid-state storage memory, based on the search of the vectors.
An apparatus for artificial intelligence acceleration, comprising:
- a storage and compute system having solid-state storage memory and a plurality of authorities relating to data in the solid-state storage memory, the solid-state storage memory configurable to store examples in unstructured data;
- and
- the storage and compute system having distributed compute resources configurable to search vectors in the storage and compute system and access, through the plurality of authorities, the examples in the unstructured data in the solid-state storage memory, based on the search of the vectors.
Dependencies are inferred from the claim text.