公开(公告)号：US20240220502A1

公开(公告)日：2024-07-04

申请号：US18092779

申请日：2023-01-03

Applicant: Adobe Inc.

Inventor： Vibhor PORWAL ,  Yeuk-Yin CHAN ,  Vidit BHATIA ,  Subrata MITRA ,  Shaddy GARG ,  Sergey N. KAZARIN ,  Sameeksha ARORA ,  Himanshu PANDAY ,  Gautam Pratap KOWSHIK ,  Fan DU ,  Anup Bandigadi RAO ,  Anil MALKANI

IPC: G06F16/2453 ,  G06F16/2458

CPC classification number: G06F16/24544 ,  G06F16/2462

Abstract: To retrieve information derived from a plurality of separately stored datasets, join structures are identified within the plurality of separately stored datasets. Join structures can include datasets joined by a central dataset, datasets joined by a single key, and datasets joined across a plurality of keys. Each of the join structures corresponds to a query processing schema that defines a sampling technique. When a join query is received as a SQL query, the join query identifies a portion of the plurality of separately stored datasets, from which a join structure is selected and a corresponding query processing schema is identified. The join query is reconstructed to form a reconstructed join query that comprises query processing schema instructions to derive the requested information using the sampling technique defined by the identified query processing schema.

公开(公告)号：US20250005075A1

公开(公告)日：2025-01-02

申请号：US18342474

申请日：2023-06-27

Applicant: Adobe Inc.

Inventor： Sachin Kumar Chauhan ,  Subrata MITRA ,  Sunav CHOUDHARY ,  Ramasuri NARAYANAM ,  Koyel MUKHERJEE ,  Gautam Pratap KOWSHIK

IPC: G06F16/901

Abstract: Tabular data is received. A graph is created based on the tabular data. The graph comprises nodes corresponding to key-value pairs of the tabular data. Weights are assigned to the nodes and to edges that connect the nodes. The node and edge weights are updated using a message-passing neural network (MPNN) framework. The resulting graph is sampled based on the updated weights.