METHOD AND SYSTEM FOR PERFORMING GENERATIVE ARTIFICIAL INTELLIGENCE AND FINE TUNING THE DATA MODEL

Number of patents in Portfolio can not be more than 2000

United States of America

APP PUB NO 20250094223A1
SERIAL NO

18676248

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Abstract

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A system and computer-implemented method include receiving a request for allocating graphical processing unit (GPU) resources for performing an operation. The request includes metadata identifying a client identifier (ID) associated with a client, throughput, and latency of the operation. A resource limit is determined for performing the operation based on the metadata. Attributes associated with each GPU resource of a plurality of GPU resources available for assignment are obtained. The attribute is analyzed that is associated with each GPU resource with respect to the resource limit. A set of GPU resources is identified from the plurality of GPU resources based on the analysis. A dedicated AI cluster is generated by patching the set of GPU resources within a single cluster. The dedicated AI cluster reserves a portion of a computation capacity of a computing system for a period of time and the dedicated AI cluster is allocated to the client associated with the client ID.

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Patent Owner(s)

Patent OwnerAddress
ORACLE INTERNATIONAL CORPORATION500 ORACLE PARKWAY MAIL STOP 5OP7 REDWOOD SHORES CA 94065

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fang, Ming Bellevue, US 144 2367
Gao, Wei Bellevue, US 459 3897
Lin, Simo Bellevue, US 3 0
Zhang, Jinguo Bellevue, US 8 51

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