Dr Raghavendar Raju L

@matrusri.edu.in

Associate Professor, Computer Science and Engineering
Matrusri Engineering College, Osmania University

Dr Raghavendar Raju L


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https://researchid.co/drlrraju

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Networks and Communications, Information Systems, Computer Science, Artificial Intelligence
6

Scopus Publications

128

Scholar Citations

7

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning
    L. Raghavendar Raju, M. Venkata Krishna Reddy, Sridhar Reddy Surukanti, Gudlanarva Sudhakar, V. V. Subrahmanya Sarma M, et al.
    Scientific Reports, 2026
  • LoRa: A new technology for smart grid applications
    Applications of Big Data and Artificial Intelligence in Smart Energy Systems Smart Energy System Design and Its State of the Art Technologies, 2023
  • Applications in social mobile analytics cloud integration testing strategy
    International Journal of Advanced Science and Technology, 2020
  • Node activity based trust and reputation estimation approach for secure and QoS routing in MANET
    Raghavendar Raju L, C R K Reddy
    International Journal of Electrical and Computer Engineering, 2019
    Achieving safe and secure communication in MANETs is a key challenge due to its dynamic nature. A number of security studies disclose that reputation management systems are able to be effectual with less overhead. The reputation of a node is calculated by using automated assessment algorithms depend on predefined trust scheme. This paper proposes a Node Activity-based Trust and Reputation estimation (NA-TRE) approach for the security and QoS routing in MANET. NA-TRE aims to find trust estimation and reputation of a node. The NA-TRE approach monitors the activity changes, packet forwarding or dropping in a node to find the status of the node. The various activities of a node like Normal State (NS), Resource Limitation State (RS) and Malicious State (MS) are monitored. This status of a node is helpful in computing trust and reputation. In this paper NA-TRE approach compared with existing protocols AODV, FACE and TMS to evaluate the efficiency of MANET. The experiment results show that 20% increasing of throughput, 10% decrease of overhead and end to end delay.
  • Security Improvisation through Node Trust Prediction Approach in Mobile Ad Hoc Network
    L Raghavendar Raju, C R K Reddy
    International Journal of Interactive Mobile Technologies, 2019
    <p align="justify"> Identifying trusted nodes for safe communication is a key challenge in mobile ad-hoc networks. Node compromises a service and leads to uncertainty in node behaviour. Computing the node trust and node management will enhance the security aspect in MANETs. This paper proposes a security improvisation based on a Node Trust Prediction Approach (NTPA). NTPA aims to prevent the interference of an anomalous node in a MANET. There by improving the <strong><em>security and data delivery output</em></strong>. The NTPA calculates the node trust prediction by evaluating the four most frequent actions that are performed by a node in the communication process. <em>Node authorization </em>is a key aspect in the evaluation of an ad hoc network’s security. In the proposed method, we monitor the <em>valid</em> and <em>Invalid Authorization </em>of a node. Data delivery reliability is measured with S<em>uccess of Packet delivery </em>and <em>Loss or Drop of packets. </em>In this paper, NTPA is compared with SAR(Security-Aware Routing) and AODV (Adhoc on-Demand Distance Vector), to evaluate the efficiency in an adhoc networks. The empirical results shows that there is an increase of 25% packet delivery and a 40% reduction in routing overhead. <strong></strong></p>
  • A key exchange approach for proficient and secure routing in Mobile Adhoc Networks
    L Raghavendar Raju, C R K Reddy Reddy
    International Journal of Interactive Mobile Technologies, 2017
    <p>Mobile ad hoc networks (MANETs) are collection of wireless mobile devices with restricted broadcast range and resources. Communication is achieved by relaying data along appropriate routes that are dynamically discovered and maintained through collaboration between the nodes. Discovery of such routes is a major task, both from efficiency and security point of view. This paper presents a proficient and secure routing, based on asymmetric authentication using key exchange approach (KEA). The proposed mechanism ensures secure routing and quality of service in MANETs and minimizes the network overhead. The KEA mechanism can be effectively used to develop a new routing protocol for Mobile Adhoc Networks which will provide maximum security against all kinds of attacks. In this paper, KEA is compared with other secure routing protocols like EEACK, AODV, and ARIADANE, to evaluate the efficiency of KEA in Ad Hoc Networks. The empirical results shows that there is an increase of 20% packet delivery ratio and a reduction of 10% routing overhead.</p>

RECENT SCHOLAR PUBLICATIONS

  • LDDHybridNet: an ROI-aware CNN–LSTM hybrid framework for accurate and early leaf disease detection in precision agriculture
    C Santoshi, SK Mandala, LR Raju
    Scientific Reports , 2026
    2026
  • IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning
    LR Raju, MVK Reddy, SR Surukanti, G Sudhakar, ...
    Scientific Reports , 2026
    2026
  • Enhanced effective convolutional attention network with squeeze-and-excitation inception module for multi-label clinical document classification
    M Venkata Krishna Reddy, L Raghavendar Raju, K Sai Prasad, ...
    Scientific Reports 15 (1), 16988 , 2025
    2025
    Citations: 6
  • Road Network Analysis Using Different Centrality Measures
    R Raju L
    International Journal of Creative Research Thoughts (IJCRT) 12 (12), 141-156 , 2024
    2024
  • LoRa: A New Technology for Smart Grid Applications
    KA Kumar, VK Reddy, LR Raju
    Applications of Big Data and Artificial Intelligence in Smart Energy Systems … , 2023
    2023
    Citations: 1
  • Association and Correlation Analysis for Predicting the Anomaly in the Stock Market
    R Ravinder Reddy, M Venkata Krishna Reddy, L Raghavender Raju
    Intelligent System Design: Proceedings of INDIA 2022, 251-259 , 2022
    2022
  • Health Monitoring Using at Mega Microcontroller and IoT” in Use of IoT: Internet of Things
    MVKR Dr Raghavendar Raju L
    Namya Press Texas, USA , 2022
    2022
  • Secure Routing and Quality of Services in MANET
    DVDMDR Raju L
    2022
  • Monitoring Oxygen Levels in Shrimp Ponds for Better Nutrient Management using IoT
    R Raju L
    GIS Science Journal 8 (8), 584-590 , 2021
    2021
  • An Intelligent Attendance System using Face Recognition
    R Raju L
    Journal of Huazhong University of Science and Technology 50 (7), 1-7 , 2021
    2021
  • Vehicle Loan Default Prediction Using Machine Learning Techniques
    R Raju L
    Journal of Huazhong University of Science and Technology 50 (7), 1-4 , 2021
    2021
  • IoT For Monitoring Oxygen Levels in Shrimp Ponds for Better Nutrient Management
    TK Raghavendar Raju L
    International Conference on “Emerging Trends in Circuit branch Technologies … , 2021
    2021
  • Classification and Feature Extraction of Brain Scans Using Convolution Neural Network for Detection of Tumor
    S Raghavendar Raju L
    International Journal of Research in Engineering and Science 9 (3), 16-19 , 2021
    2021
  • Mobile Ad Hoc Networks: Novel approaches to improve the Security and Quality of Services
    DR Raju L
    2021
  • Secure and QoS Routing through Node Behaviour based Trust and Reputation forecasting in Mobile Ad Hoc Networks (MANET)
    KRMR L R Raju, M.V. Dass
    Design Engineering 2021 (9), 15558 – 15572 , 2021
    2021
  • Security enhancing based on node authentication and trusted routing in mobile ad hoc network (MANET)
    MV Das, P Premchand, LR Raju
    Turkish Journal of Computer and Mathematics Education 12 (14), 5199-5211 , 2021
    2021
    Citations: 8
  • Security Enhancing based on Node Authentication and Trusted Routing in Mobile Ad Hoc Networks(MANETs)
    PP L R Raju, M.V Dass
    Turkish Journal of Computer and Mathematics Education 12 (14), 5199-5211 , 2021
    2021
  • Applications in Social Mobile Analytics Cloud Integration Testing Strategy
    R Raju L
    International Journal of Advanced Science and Technology 29 (No. 03), 6134 … , 2020
    2020
  • Applications in Social Mobile Analytics Cloud Integration Testing Strategy
    R Raju L
    International Journal of Advanced Science and Technology 29 (No. 03), 6134 … , 2020
    2020
  • Node Activity Based Trust and Reputation Estimation Approach for Secure and QoS Routing in MANET
    LR Raju
    International Journal of Electrical and Computer Engineering (IJECE) 9 (6 … , 2019
    2019
    Citations: 15

MOST CITED SCHOLAR PUBLICATIONS

  • Architecture and Prototyping of an 802.11 Based Self-Organizing Hierarchical ADHOC Wireless Network (SOHAN)
    S Ganu, L Raju, B Anepu, S Zhao, I Seskar, D Raychaudhuri
    Emerging Location Aware Broadband Wireless Ad Hoc Networks, 109-122 , 2004
    2004.0
    Citations: 39
  • Beacon assisted discovery protocol (bead) for self-organizing hierarchical ad-hoc networks
    L Raju, S Ganu, B Anepu, I Seskar, D Raychaudhuri
    IEEE Global Telecommunications Conference, 2004. GLOBECOM'04. 3, 1676-1680 , 2004
    2004.0
    Citations: 25
  • Node Activity Based Trust and Reputation Estimation Approach for Secure and QoS Routing in MANET
    LR Raju
    International Journal of Electrical and Computer Engineering (IJECE) 9 (6 … , 2019
    2019.0
    Citations: 15
  • BOOST: A BootStrapping Mechanism for Self-Organizing Hierarchical Wireless Ad Hoc Networks
    L Raju, S Ganu, B Anepu, I Seskar, D Raychaudhuri
    IEEE 2004 Sarnoff Symposium , 2004
    2004.0
    Citations: 9
  • Security enhancing based on node authentication and trusted routing in mobile ad hoc network (MANET)
    MV Das, P Premchand, LR Raju
    Turkish Journal of Computer and Mathematics Education 12 (14), 5199-5211 , 2021
    2021.0
    Citations: 8
  • A Key Exchange Approach for Proficient and Secure Routing in Mobile Ad Hoc Networks
    CRKR L Raghavendar Raju
    International Journal of Interactive Mobile Technologies(iJIM) 11 (4), 43-54 , 2017
    2017.0
    Citations: 8
  • A Survey on Routing Protocols and QoS in Mobile Ad Hoc Networks (MANETs)
    CRKR L Raghavendar Raju
    Indian Journal of Science and Technology 10 (9) , 2017
    2017.0
    Citations: 8
  • Enhanced effective convolutional attention network with squeeze-and-excitation inception module for multi-label clinical document classification
    M Venkata Krishna Reddy, L Raghavendar Raju, K Sai Prasad, ...
    Scientific Reports 15 (1), 16988 , 2025
    2025.0
    Citations: 6
  • Security Improvisation through Node Trust Prediction Approach in Mobile Ad Hoc Network
    DCRKR Raghavendar Raju L
    International Journal of interactive Mobile Technologies (iJIM) 13 (No. 9 … , 2019
    2019.0
    Citations: 4
  • Analysis of Web Mining and Evolving of User Profiles
    MV Krishna, LR Raju, D Jamuna, M Gayathri
    Intl. J. of IJEIT 1 (4) , 2012
    2012.0
    Citations: 3
  • Blocker: A Blocker of Signature Free Buffer Overflow Attack‖
    LR Raju, D Jamuna, MJ Reddy, AP JPNCE–Mahabubnagar, APJM AP
    International Journal of Engineering Research and Technology (IJERT), ISSN … , 0
    Citations: 2
  • LoRa: A New Technology for Smart Grid Applications
    KA Kumar, VK Reddy, LR Raju
    Applications of Big Data and Artificial Intelligence in Smart Energy Systems … , 2023
    2023.0
    Citations: 1
  • LDDHybridNet: an ROI-aware CNN–LSTM hybrid framework for accurate and early leaf disease detection in precision agriculture
    C Santoshi, SK Mandala, LR Raju
    Scientific Reports , 2026
    2026.0
  • IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning
    LR Raju, MVK Reddy, SR Surukanti, G Sudhakar, ...
    Scientific Reports , 2026
    2026.0
  • Road Network Analysis Using Different Centrality Measures
    R Raju L
    International Journal of Creative Research Thoughts (IJCRT) 12 (12), 141-156 , 2024
    2024.0
  • Association and Correlation Analysis for Predicting the Anomaly in the Stock Market
    R Ravinder Reddy, M Venkata Krishna Reddy, L Raghavender Raju
    Intelligent System Design: Proceedings of INDIA 2022, 251-259 , 2022
    2022.0
  • Health Monitoring Using at Mega Microcontroller and IoT” in Use of IoT: Internet of Things
    MVKR Dr Raghavendar Raju L
    Namya Press Texas, USA , 2022
    2022.0
  • Secure Routing and Quality of Services in MANET
    DVDMDR Raju L
    2022.0
  • Monitoring Oxygen Levels in Shrimp Ponds for Better Nutrient Management using IoT
    R Raju L
    GIS Science Journal 8 (8), 584-590 , 2021
    2021.0
  • An Intelligent Attendance System using Face Recognition
    R Raju L
    Journal of Huazhong University of Science and Technology 50 (7), 1-7 , 2021
    2021.0