Method for standardizing network data, involves retrieving network data from multiple data sources by multiple processors, threshold values are received by multiple processors through one of user interface, and predefined condition is provided with retrieved data
	DANGE G; LOBO R; TELGOTE K; GARG H; KUMAR R; NARAYAN S; TILALA M; DEBASHISH K; DE SUPRIYA K; MEENA S; SAHU K; RAJANI M; KUMAR G; KUMAR Z; KUMAR D; KHADE A; GAYKI V; BHUSHAN S; BHANWRIA M; KUMTHEKAR S; PODDAR H; INGLE S; PATNAM N; SONI S; VISHWAKARMA D K; KUSHWAHA A; KUMAR Y; GURBANI G; CHAUDHARY S; GANVEER C; KISHORE J; MURARKA A; BHATNAGAR A
	2023-10-06
专利权人	JIO PLATFORMS LTD (RELN-C)
申请日期	2023-10-06
专利号	IN202321067269-A
成果简介	NOVELTY - The method involves retrieving network data from multiple data sources by multiple processors. The threshold values are received by multiple processors through one of a user interface (UI) and a user equipment (UE). The retrieved data assigned to a respective column to multiple threshold values is compared by multiple processors. The standard value is assigned by multiple processors to the respective column based on a predefined condition. The network data is standardized. The predefined condition is provided with the retrieved data assigned to the respective column is at least one of greater than, or less than multiple threshold values. USE - Method for standardizing network data. ADVANTAGE - The standardized data is provided to the AI/ML model training, which enhances the data clarity by removing the inconsistent or irrelevant data in the dataset. The quality and reliability of the dataset significantly impacts the performance and dependability of ML models. The processor has the capability to perform pre-processing in order to remove noise such as duplicates, missing values or inaccurate values from the remaining columns at the code level post deleting the unwanted rows, which facilitating the ML model to provide contextual and accurate predictions based on providing raw cleansed data. DETAILED DESCRIPTION - INDEPENDENT CLAIMS are included for: (1) a system for standardizing network data; (2) a user equipment (UE). DESCRIPTION OF DRAWING(S) - The drawing shows a flow chart of the method for standardizing network data. 202Creating a data source by extracting multiple data 204Enabling a user to select a dynamic operation to be performed 206Applying the dynamic operations on multiple columns of the data frame 208Cleaning and normalizing the data using string dynamic operations 210Storing the data for machine learning training
IPC 分类号	G06F-011/34 ; G06F-016/22 ; G06N-020/00 ; G06N-005/04 ; H04L-043/16
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/20117
专题	中国科学院新疆生态与地理研究所
作者单位	JIO PLATFORMS LTD (RELN-C)
推荐引用方式 GB/T 7714	DANGE G,LOBO R,TELGOTE K,et al. Method for standardizing network data, involves retrieving network data from multiple data sources by multiple processors, threshold values are received by multiple processors through one of user interface, and predefined condition is provided with retrieved data. IN202321067269-A[P]. 2023.

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