VECTOR LIFECYCLE MANAGEMENT IN DISTRIBUTED STORAGE SYSTEMS
개요
발명자
Hakan Ferhatosmanoglu; Andrew Kutsy; Jonathan S. Katz; Mrithyunjaya Kumar Annapragada; Marc Brooker; Andrew Kent Warfield; Yu-Ju Huang
IPC 분류
CPC 분류
Systems and methods are provided for receiving a vector to be inserted into a set of vectors, wherein the set of vectors is stored as a plurality of leaf objects of a distributed proximity-based graph across a plurality of storage devices of a distributed object storage system, identifying a subset of the plurality of leaf objects based at least partly on a similarity of the vector to one or more vectors stored in the subset of the plurality of leaf objects, storing the vector in an insert buffer associated with the subset of the plurality of leaf objects, and in response to a vector query, generating query results comprising the vector stored in the insert buffer, and at least one of the one or more vectors stored in the subset of the plurality of leaf objects.
원문 (중국어)
Systems and methods are provided for receiving a vector to be inserted into a set of vectors, wherein the set of vectors is stored as a plurality of leaf objects of a distributed proximity-based graph across a plurality of storage devices of a distributed object storage system, identifying a subset of the plurality of leaf objects based at least partly on a similarity of the vector to one or more vectors stored in the subset of the plurality of leaf objects, storing the vector in an insert buffer associated with the subset of the plurality of leaf objects, and in response to a vector query, generating query results comprising the vector stored in the insert buffer, and at least one of the one or more vectors stored in the subset of the plurality of leaf objects.