BANDWIDTH REDUCTION FOR TRANSMITTED COMPRESSED DATA

Embodiments of the invention include a processor system operable to perform processor system operations that include determining, using a server of the processor system, that a set of compressed parameters of a machine learning model includes new compressed data (NCD) and previously-generated compre...

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Bibliographic Details
Main Author Aronovich, Lior
Format Patent
LanguageEnglish
Published 03.10.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Summary:Embodiments of the invention include a processor system operable to perform processor system operations that include determining, using a server of the processor system, that a set of compressed parameters of a machine learning model includes new compressed data (NCD) and previously-generated compressed data (PGCD). The NCD includes compressed data segments that were not previously transmitted to a target device of the processor system; and the PGCD includes compressed data segments that were previously transmitted to the target device of the processor system. One or more PGCD identifiers are computed based at least in part on the PGCD. The NCD and the one or more PGCD identifiers are transmitted to the target device of the processor system.
Bibliography:Application Number: US202318190156