公开(公告)号：US20230267012A1

公开(公告)日：2023-08-24

申请号：US18171689

申请日：2023-02-21

Applicant: Jio Platforms Limited

Inventor： Gaurav DUGGAL ,  Abhishek FARKADE ,  Sapna THAKKAR ,  Omkar CHAVAN ,  Sanjay PRAJAPATH ,  Swapnil MASUREKAR ,  K Mohammed ASIF

IPC: G06F9/50 ,  G06N20/00

CPC classification number: G06F9/5055 ,  G06N20/00

Abstract: The present disclosure provides a system and method for utilizing an application programming interface (API) for handling multiple requests/models from various users. The API uses a machine learning (ML) model for processing the various requests and producing a plurality of trained models. The system is resilient to a race condition and incorporates an optimized random access memory (RAM) usage. Further, the system efficiently manages the limited available resources by loading and unloading the machine learning models based on their usage, thus maximizing the throughput of the API.