Machine Learning Techniques for the Energy and Performance Improvement in Network-on-Chip (NoC) J RamaDevi, S Pathur Nisha, S Karunakaran, S Hemavathi, Sankararao Majji, Anandaraj Shunmugam Proceedings of the 2021 4th International Conference on Computing and Communications Technologies Iccct 2021, 2021 On resource-constrained embedded devices (e.g., Internet of Things nodes), deep neural network inference requires specialized architectural solutions to deliver the greatest possible performance, energy, and cost trade-offs. In this regard, a Network-on-Chip architecture with many parallel and specialized cores is one of the most promising (NoC). An architecture parameter that impacts deep neural networks' performance is the number and size of memory interfaces. Using these and other architectural criteria, we investigate the design space that can be created. We demonstrate how on-chip communication dominates delay while memory consumes the majority of energy. According to the findings, a new research area devoted to improving the performance and energy efficiency of on-chip communication fabrics and memory subsystems should be estavlished.
Feature-based selection of image retrieval method for content-based geometrical images Nisha S. Pathur, V.S. Thangarasu, Krishnamurthi Ilango International Journal of Information Systems and Change Management, 2016 Many areas of science, technology and business use large number of images for various applications of engineering. Searching and locating an image inside a large image database of digital images is considered to be tedious and time consuming and at times lacks accuracy. This paper proposes newly designed enhanced image retrieval algorithm to reduce the searching time and to increase the accuracy up to the maximum extent (up to 96%) using low level features like colour, shape, texture. The new algorithm lists the outcomes, based on relevance factor and narrow downs the search process of digital CAD images for engineering design applications like modifications of existing design and new conceptual designs based on CAD-based digital images for CAE applications.
Annotation based algorithm for content based image retrieval of digital images International Journal of Applied Engineering Research, 2015
RECENT SCHOLAR PUBLICATIONS
Energy efficient cyber-physical control of renewable microgrids using edge-AI enabled IoT and secure blockchain coordination BS Liya, E Harish Kumar, MM Morshedur Hassan, P Nisha, MG Aush, ... Scientific Reports , 2026 2026
Hybrid CNN–GRU Framework For Automated Diagnosis Of Heart Failure Using Medical Imaging S Mohan, SP Nisha, KA Patrick INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES, 299-311 , 2026 2026
A Review on Intelligent Secure Data Aggregation Mechanism for WSN NS Dr, Pathur, D Dr, Beaulah, N Dr. D Satishkumar, L Handbook of research in Embedded, Real time Systems and High Performance … , 2026 2026
From production to Nutrition : Building Equitable and sustainable Global food systems NS Pathur National conference by AICTE - Vibrant Advocacy for advancement and … , 2025 2025
Mathematical modeling of price risk management for perishable NS Pathur National conference by AICTE - Vibrant Advocacy for advancement and … , 2025 2025
BRIDGING HUMAN VALUES AND BUSINESS STRATEGIES: AN INTERDISCIPLINARY APPROACH TO SUSTAINABLE MANAGEMENT MSUMBL N. Vithya, S. Pathur Nisha, Balthilak Interdisciplinary Research , Humanities, Commerce and Management , 2025 2025
Deep Learning-Based Detection of FPGA Function Blocks via Bit stream-to-Image Conversion NS Pathur International Conference on New-Gen Technologies for Sustainable Development , 2025 2025
Child monitoring system NS Pathur IN Patent 389754-001 , 2025 2025
Automated Number Plate Recognition System With Multi-Modal Integration NS Pathur National Conference on Innovations in Science, Technology, Agriculture … , 2024 2024
English grammar error highlighting Device NS Pathur IN Patent 419423-001 , 2024 2024
DATA SANITIZATION AND ENCRYPTION BASED METHOD FOR SECURE DATA STORAGE IN CLOUD COMPUTING DPG Mr.A.Balthilak , Dr.S.Pathur Nisha , Mr.R.Allocious Britto Rajkumar African Journal of Biological Sciences 6 (8) , 2024 2024
Artificial Intelligence (AI)-based Friction Stir Welding for Enhanced Material Joining Efficiency DSPN Mr.A.Balthilak, Mr. Allocious Britto Rajkumar R Journal of Systems Engineering and Electronics 34 (11) , 2024 2024
Plastic recycling by injection moulding and 3D printer filament making A Balthilak, A Britto, Rajkumar, S Pathur , Nisha Journal of Systems Engineering and Electronics 34 (5), 431-437 , 2024 2024
Detection and Prevention of DDOS Attacks Using Group Testing Approach S Pathur, Nisha, Y Sathishkanna International Journal on Applications in Information and Communication … , 2023 2023
AI-ENABLED LUNG CANCER IDENTIFICATION USING DEEP LEARNING APPROACH S Pathur Nisha, S Sreevidhya International Journal of Creative research thoughts 11 (9) , 2023 2023
Detection and Prevention of DDOS Attacks Using Tri-Layer Modern Cracking Algoritham Y SathishKanna, S Pathur , Nisha International journal of intellectual advancements and research in … , 2023 2023
THE ROLE OF INDIAN CONSTITUTION EDUCATION AND MASS MEDIA IN FOSTERING CIVIC AWARENESS AND DEMOCRATIC VALUES: A RESEARCH PAPER DRSPN DR.R.DEEPA , DR.A.SIVASAMY, DR.S.SELVAM A LANDMARK ON THE INDIAN CONSTITUTION, https://book.iledu.in/wp-content/uploads , 2023 2023
An Analysis of Cloud storage service and Security Threats D D, Satishkumar, K Arun , Patrick, D S, Pathur, Nisha AETS Journal , 2023 2023
IOT- Based Hybrid Smart Home Energy Management System S Pathur Nisha Second International conference on Advanced Trends in Renewable Energy … , 2023 2023
MOST CITED SCHOLAR PUBLICATIONS
Prediction of epidemic disease dynamics on the infection risk using machine learning algorithms S Palaniappan, B David, NS Pathur SN computer science 3 (1), 1-3 , 2022 2022.0 Citations: 20
Machine learning techniques for the energy and performance improvement in Network-on-Chip J RamaDevi, S Pathur, Nisha, S Karunakaran, S Hemavathi, ... IEEE explore , 2022 2022.0 Citations: 4
A classification approach for predicting plant leaf diseases in digital image processing M Rupa, SP Nisha, A Geetha, P Shanthi Int. J. Comput. Sci. Mob. Comput 6, 48-56 , 2017 2017.0 Citations: 4
Prediction of Soil Properties Using Image Processing with ANN (Artificial Neural Network) for Crop Cultivation S Palaniappan, P Nisha S Indian Journal of Natural Sciences 9 (53), 17299-17308 , 2019 2019.0 Citations: 3
SCALABLE AND SECURE SHARING OF PERSONAL HEALTH RECORDS USING ENHANCED ATTRIBUTE BASED ENCRYPTION VST M.Rajasekar, S. Pathur Nisha PARIPEX - INDIAN JOURNAL OF RESEARCH 3 (2), 246 - 248 , 2014 2014.0 Citations: 2
Enhanced image patch approximation for lung tissue classification using feature based extraction SP Kamalapriya, S Pathur Nisha, VS Thangarasu Indian Journal of Research 3 (2), 226-228 , 2014 2014.0 Citations: 2
Analysis on 6G Networks Using AI Techniques in WSN to Improvise QoS G Vanitha, B David, SP Nisha, M Mythily, R Padmapriya, ... Handbook of Research on Design, Deployment, Automation, and Testing … , 2022 2022.0 Citations: 1
Feature-based selection of image retrieval method for content-based geometrical images NS Pathur, VS Thangarasu, K Ilango International Journal of Information Systems and Change Management 8 (3 … , 2016 2016.0 Citations: 1
Financial management of smes in the covid era–analytical review related to msme in India MV Satheeswaran, MKA Patrick, SP Nisha Challenges and recovery measures 72 , 0 Citations: 1
Energy efficient cyber-physical control of renewable microgrids using edge-AI enabled IoT and secure blockchain coordination BS Liya, E Harish Kumar, MM Morshedur Hassan, P Nisha, MG Aush, ... Scientific Reports , 2026 2026.0
Hybrid CNN–GRU Framework For Automated Diagnosis Of Heart Failure Using Medical Imaging S Mohan, SP Nisha, KA Patrick INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES, 299-311 , 2026 2026.0
A Review on Intelligent Secure Data Aggregation Mechanism for WSN NS Dr, Pathur, D Dr, Beaulah, N Dr. D Satishkumar, L Handbook of research in Embedded, Real time Systems and High Performance … , 2026 2026.0
From production to Nutrition : Building Equitable and sustainable Global food systems NS Pathur National conference by AICTE - Vibrant Advocacy for advancement and … , 2025 2025.0
Mathematical modeling of price risk management for perishable NS Pathur National conference by AICTE - Vibrant Advocacy for advancement and … , 2025 2025.0
BRIDGING HUMAN VALUES AND BUSINESS STRATEGIES: AN INTERDISCIPLINARY APPROACH TO SUSTAINABLE MANAGEMENT MSUMBL N. Vithya, S. Pathur Nisha, Balthilak Interdisciplinary Research , Humanities, Commerce and Management , 2025 2025.0
Deep Learning-Based Detection of FPGA Function Blocks via Bit stream-to-Image Conversion NS Pathur International Conference on New-Gen Technologies for Sustainable Development , 2025 2025.0
Child monitoring system NS Pathur IN Patent 389754-001 , 2025 2025.0
Automated Number Plate Recognition System With Multi-Modal Integration NS Pathur National Conference on Innovations in Science, Technology, Agriculture … , 2024 2024.0
