학술논문

The Role of Parallel Computing Towards Implementation of Enhanced and Effective Industrial Internet of Things (IOT) Through Manova Approach
Document Type
Conference
Source
2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) Advance Computing and Innovative Technologies in Engineering (ICACITE), 2022 2nd International Conference on. :160-164 Apr, 2022
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
General Topics for Engineers
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Industries
Performance evaluation
Technological innovation
Computational modeling
Decision making
Parallel processing
Boosting
Parallel computing
MANOVA approach
internet of things
industrial operations
SPSS
Language
Abstract
Parallel computing is considered one of the major computing models that have the potential of performing multiple tasks within a single device. Incorporation of parallel computing in implementing IoT in industrial operations, the accuracy of data extraction and data analysis is ensured that makes the decision-making process more effective. Relying largely on technological innovations, IIoT has aimed at incorporating various computing models into its operations to enhance its efficiencies in industrial operations and data accumulation. Considering this scenario, a survey to understand the role of PC in IIoT implementation has been executed here concerning 51 participants from various industries. Results drawn from this survey responses has assisted in identifying the effectiveness of parallel computing in implementing enhanced and effective IIoT. Here it has been discussed about the SPSS, in SPSS total 4 variables are used one independent variable and the 3 dependent variable has been used. The independent variable which has been used is named as Parallel Computing IIOT, the 3 dependent variable used is the Accuracy of Parallel computing, Effectiveness of parallel computing, role of parallel computing in processing data. On the other hand, ANOVA, reliability test have been performed in SPSS as per MANOVA approaches for evaluating the parallel computing on IIOT.