Optimizing 6G Network Slicing with the EvoNetSlice Model for Dynamic Resource Allocation and Real-Time QoS Management Venkata Ramana K, Ramesh B, Ravindra Changala, Aditya Sai Srinivas T, Praveen Kumar Kalangi, et al. International Research Journal of Multidisciplinary Technovation, 2024 This research paper focuses on thoroughly examining the challenges in 6G network slicing. To develop, evaluate performance characteristics for on-demand reallocation and instantaneously changeable QoS EvoNetSlice model. The study employs integrated evolutionary algorithms with artificial intelligence-enabled data analytics and multi-objective optimization to optimize network resources usage under minimum end-to-end delay, high transmission rates and optimal background data management. Firstly, the network resource allocation individuals should be based on the network traffic data, QoD (quality of demand) value for some applications and users’ behaviors. The performance degradation detection and quality of service (QoS) adaptation mechanism combined with a multi-layer objective fitness function for achieving good balance in conflict between conflicting objectives. Results indicate that EvoNetSlice improves the general efficiency of a particular network, adapts according to ever shifting requirements for QoS at any time and provides crucial statistics-focused data on network management. The importance of this work lies in developing the future 6G network’s technology. W the key issues, including resource optimization and real-time adaptation required to support modern 6G services, are considered by EvoNetSlice. Such an exploration is an essential element in developing flexible 6G systems that will define next-generation wireless communication.
RECENT SCHOLAR PUBLICATIONS
IoT‐Integrated Detection and Classification of Deepfake Images and Videos Using Custom Deep Learning Models KP Kumar, R Ramprashath Industrial Internet of Things and Advanced Techniques for Sensor Data … , 2026 2026
HYBRIDNET-GUARD: An Advanced Deep Learning Framework for IoT Gateway Protocol Attack Detection with MTSS-FE and Wombel Optimization Algorithm (WBOA) KP Kumar, NS Kumar Journal of Circuits, Systems and Computers, 2550495 , 2025 2025
EdgeGuardIA: an adaptive in-network machine learning framework for real-time IoT gateway security KP Kumar, TS Murugan, R Saketh International Journal of Information Technology, 1-12 , 2025 2025
A review: Authentication techniques in internet of things KP Kumar, NS Kumar AIP Conference Proceedings 3325 (1), 040023 , 2025 2025
A comprehensive framework for predicting crop yields utilizing advanced machine learning and real-time monitoring systems KP Kumar, SH Manjula Recent Trends in Intelligent Computing and Communication, 312-317 , 2025 2025
Enhancing energy efficiency in cloud computing through task scheduling with hybrid cuckoo search and transformer models M Nandagopal, T Manavalan, KP Kumar, N Manogaran, D Kesavan, ... Discover Computing 28 (1), 199 , 2025 2025 Citations: 8
A Machine Learning-Driven Framework For Real-Time Environmental Pollution Monitoring And Prediction Using Iot And Remote Sensing Data B Devender, C Srinivas, K Shivaprasad, KP Kumar, S Nagavarapu, ... International Journal of Environmental Sciences 11 (10s), 714-723 , 2025 2025
Smart Bio-Sense: A Machine Learning and IoT-Based Framework for Real-Time Bioanalytical Monitoring and Predictive Health Diagnostics VN Dr. C. Srinivas1*, Dr. K. Praveen Kumar2 , Dr. K. Deepika3 , Dr Srilatha ... JOURNAL OF APPLIED BIOANALYSIS 11 (3), 653 , 2025 2025
OPTIMIZATION OF D2D COMMUNICATION IN 5G WIRELESS PERSONNEL AREA NETWORK BY IMPROVED LBROM ALGORITHM V Subrahmanyam, KP Kumar, YV Reddy, TV Ramana, A Rajesh, ... International Journal of Environmental Sciences, 247-258 , 2025 2025
Unlocking water conservation: synergizing IoT and machine learning for agricultural irrigation efficiency KP Kumar, SH Manjula 2024 International Conference on Knowledge Engineering and Communication … , 2024 2024 Citations: 4
QIoT: Fusing Quantum Networks and AI for Smart Systems Addressing Back Pain KP Kumar, K Bandyopadhyay, SBGT Babu, A Kumar, S Singarapu, ... Quantum Networks and Their Applications in AI, 289-306 , 2024 2024
Balancing Exploration and Exploitation in Nature Inspired Computing Algorithm KP Kumar, S Singarapu, M Singarapu, SR Karra International Conference on Intelligent Cyber Physical Systems and Internet … , 2022 2022 Citations: 4
Survey on deadlocks in distributed database systems Y Bhavani, KP Kumar, K Dharmateja, P Pranathi, R Sowmya 2021 Third International Conference on Intelligent Communication … , 2021 2021 Citations: 3
Analysis of Plug-In Electric Vehicles Supported Dynamic Voltage Restorer with BESS for Power Quality Improvement LP Priya, GS Kumar, KP Kumar, IPK Raju Int. J. Mod. Trends Sci. Technol 7, 8-13 , 2021 2021 Citations: 1
Cloud Computing Security in the Aspect of Blockchain K Praveen Kumar, G Rampalli Cybernetics, Cognition and Machine Learning Applications: Proceedings of … , 2020 2020
Biometric car security and monitoring system using IOT K SriAnusha, SK Saddamhussain, KP Kumar 2019 International Conference on Vision Towards Emerging Trends in … , 2019 2019 Citations: 17
Cloud-Enabled WBANs for Ubiquitous Healthcare Applications: Data Collection and Privacy Preserving Approach K Praveen Kumar, M Vani, G Shankar Lingam Soft Computing and Signal Processing: Proceedings of ICSCSP 2018, Volume 2 … , 2019 2019
A case report on pregabalin-induced eosinophilia R Shilpa, TP Sreekrishnan, KP Kumar, CM Neethu The Consultant Pharmacist® 33 (6), 317-320 , 2018 2018 Citations: 5
An investigation on optimizing traffic flow based on Twitter Data Analysis AR Pratap, JVD Prasad, KP Kumar, S Babu 2018 Second International Conference on Inventive Communication and … , 2018 2018 Citations: 5
MOST CITED SCHOLAR PUBLICATIONS
Chlorophosphonates: inexpensive precursors for stereodefined chloro-substituted olefins and unsymmetrical disubstituted acetylenes C Muthiah, KP Kumar, CA Mani, KC Kumara Swamy The Journal of Organic Chemistry 65 (12), 3733-3737 , 2000 2000 Citations: 56
Further characterization of Mitsunobu-type intermediates in the reaction of dialkyl azodicarboxylates with P (III) compounds KCK Swamy, KP Kumar, NNB Kumar The Journal of Organic Chemistry 71 (3), 1002-1008 , 2006 2006 Citations: 37
An easy access to trisubstituted vinyl chlorides and improved synthesis of chloro/bromostilbenes C Muthiah, KP Kumar, S Kumaraswamy, KCK Swamy Tetrahedron 54 (47), 14315-14326 , 1998 1998 Citations: 31
Direct synthesis of α-substituted phosphonates KP Kumar, C Muthiah, S Kumaraswamy, KCK Swamy Tetrahedron Letters 42 (18), 3219-3221 , 2001 2001 Citations: 28
Negative pressure wound therapy versus gauze dressings for the treatment of contaminated traumatic wounds D Kaushik, N Joshi, R Kumar, S Gaba, R Sapra, K Kumar Journal of wound care 26 (10), 600-606 , 2017 2017 Citations: 19
Review on 2-substituted benzothiazoles: diversity of synthetic methods and biological activities G Achaiah, NS Goud, KP Kumar, P Mayuri International Journal of Pharmaceutical Sciences and Research 7 (4), 1375 , 2016 2016 Citations: 18
Biometric car security and monitoring system using IOT K SriAnusha, SK Saddamhussain, KP Kumar 2019 International Conference on Vision Towards Emerging Trends in … , 2019 2019 Citations: 17
Synthesis and Structures of New Oxidation/ Cycloaddition Products of λ 3 ‐Cyclodiphosphazanes KP Kumar, M Chakravarty, KCK Swamy Zeitschrift für anorganische und allgemeine Chemie 630 (12), 2063-2070 , 2004 2004 Citations: 17
Long-term variations in outgoing long-wave radiation (OLR), convective available potential energy (CAPE) and temperature in the tropopause region over India R Sapra, SK Dhaka, V Panwar, R Bhatnagar, KP Kumar, Y Shibagaki, ... Journal of earth system science 120 (5), 807-823 , 2011 2011 Citations: 14
New anthracenyl-substituted phosphonates: Synthesis and utility KCK Swamy, V Srinivas, KVPP Kumar, KP Kumar Synthesis 2007 (06), 893-901 , 2007 2007 Citations: 13
The reaction of chlorophosphates with strong bases: Synthesis and characterization of the phosphonate salts M Vijjulatha, KP Kumar, KCK Swamy, JJ Vittal Tetrahedron letters 39 (13), 1819-1822 , 1998 1998 Citations: 10
Enhancing energy efficiency in cloud computing through task scheduling with hybrid cuckoo search and transformer models M Nandagopal, T Manavalan, KP Kumar, N Manogaran, D Kesavan, ... Discover Computing 28 (1), 199 , 2025 2025 Citations: 8
A case report on pregabalin-induced eosinophilia R Shilpa, TP Sreekrishnan, KP Kumar, CM Neethu The Consultant Pharmacist® 33 (6), 317-320 , 2018 2018 Citations: 5
An investigation on optimizing traffic flow based on Twitter Data Analysis AR Pratap, JVD Prasad, KP Kumar, S Babu 2018 Second International Conference on Inventive Communication and … , 2018 2018 Citations: 5
Oxidative addition reactions of cyclodiphosph (III) azanes KCK Swamy, P Kommana, M Vijjulatha, KP Kumar Taylor & Francis Group 169 (1), 31-34 , 2001 2001 Citations: 5
Unlocking water conservation: synergizing IoT and machine learning for agricultural irrigation efficiency KP Kumar, SH Manjula 2024 International Conference on Knowledge Engineering and Communication … , 2024 2024 Citations: 4
Balancing Exploration and Exploitation in Nature Inspired Computing Algorithm KP Kumar, S Singarapu, M Singarapu, SR Karra International Conference on Intelligent Cyber Physical Systems and Internet … , 2022 2022 Citations: 4
Survey on deadlocks in distributed database systems Y Bhavani, KP Kumar, K Dharmateja, P Pranathi, R Sowmya 2021 Third International Conference on Intelligent Communication … , 2021 2021 Citations: 3