公开(公告)号：US12182075B2

公开(公告)日：2024-12-31

申请号：US18092696

申请日：2023-01-03

Applicant: Mellanox Technologies, Ltd.

Inventor： Siddha Ganju ,  Itamar Frenkel ,  Elad Mentovich ,  Rotem Barzilai ,  Yaakov Gridish

IPC: G06F16/174 ,  G06N20/10

Abstract: Systems, computer program products, and methods are described herein for intelligent data compression, in accordance with an embodiment of the invention. The present invention may be configured to receive a plurality of files for storage in a database and perform a series of steps iteratively, for each file of the plurality of files, and until each file of the plurality of files is represented in the database. The series of steps may include identifying one or more data points in the respective file, where each identified data point was previously unidentified in the database and adding the identified one or more data points to the database. The series of steps may also include identifying one or more features of the respective file for storage in the database and storing the identified one or more features in the database as a surrogate for the respective file.

公开(公告)号：US20240220455A1

公开(公告)日：2024-07-04

申请号：US18092696

申请日：2023-01-03

Applicant: Mellanox Technologies, Ltd.

Inventor： Siddha Ganju ,  Itamar Frenkel ,  Elad Mentovich ,  Rotem Barzilai ,  Yaakov Gridish

IPC: G06F16/174

CPC classification number: G06F16/1744 ,  G06N20/10

Abstract: Systems, computer program products, and methods are described herein for intelligent data compression, in accordance with an embodiment of the invention. The present invention may be configured to receive a plurality of files for storage in a database and perform a series of steps iteratively, for each file of the plurality of files, and until each file of the plurality of files is represented in the database. The series of steps may include identifying one or more data points in the respective file, where each identified data point was previously unidentified in the database and adding the identified one or more data points to the database. The series of steps may also include identifying one or more features of the respective file for storage in the database and storing the identified one or more features in the database as a surrogate for the respective file.