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K. Hemant Kumar Reddy - IEEE Xplore Author Profile
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K. Hemant Kumar Reddy

Also published under: K. Hemant K. Reddy

Publications
25
Citations
122
Publications by Year
20122025
Co-Authors:
Show All Co-Authors (42)
Image of author K. Hemant Kumar Reddy

K. Hemant Kumar Reddy

Also published under: K. Hemant K. Reddy

Affiliation

School of Computer Science and Engineering
VIT-AP University
Amaravati, Andhra Pradesh, India

Publication Topics

Biography

K. Hemant Kumar Reddy received the Ph.D. degree from Berhampur University, Berhampur, India, in 2014.,He is currently an Associate Professor with the Department of Computer Science and Engineering, National Institute of Science and Technology Berhampur, Berhampur. His current research interests include Internet of Things, fog computing, big data, and cloud computing.(Based on document published on 3 June 2020).
Publications
25
Citations
122
Publications by Year
20122025
Co-Authors:
Show All Co-Authors (42)
Author's Published Works

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A Novel Intelligent Task Offloading Scheme for Multi-Controller Environment in Software Defined Internet of Vehicles

Mir Wajahat Hussain;Arun Kumar Sangaiah;K. Hemant Kumar Reddy;Diptendu Sinha Roy;Mohammed J.F. Alenazi;Pavan Kumar Javvaji

IEEE Internet of Things Journal
Year: 2025 | Early Access Article |
The Internet of Vehicles (IoV), equipped with sensors, generates vast amounts of data, demanding rigorous computation and network. The cloud computing platform meets these stringent computation requirements, but it has a significant latency that fog computing effectively handles. Software Defined Network (SDN) has become the de facto standard for next-generation networking due to its unique and fl...Show More

A Novel Intelligent Task Offloading Scheme for Multi-Controller Environment in Software Defined Internet of Vehicles

Mir Wajahat Hussain;Arun Kumar Sangaiah;K. Hemant Kumar Reddy;Diptendu Sinha Roy;Mohammed J.F. Alenazi;Pavan Kumar Javvaji

Year: 2025 | Early Access Article |

An Energy Efficient Aware Collaborative Duty Cycling Approach for IoT Enabled Smart Industries

K Hemant Kumar Reddy;Manjula Gururaj Rao;Nihar Ranjan Pradhan;Diptendu Sinha Roy

IEEE Transactions on Industrial Informatics
Year: 2025 | Volume: 21, Issue: 3 | Journal Article |
The necessity to address the growing pace of industrialization and resource constraints has underscored the importance of developing innovative Information and Communication Technology solutions. The prevailing “smart industry” paradigm is distinguished by its widespread cyber infrastructure for monitoring and controlling critical industrial assets. In case sudden failure of any equipment shot dow...Show More

An Energy Efficient Aware Collaborative Duty Cycling Approach for IoT Enabled Smart Industries

K Hemant Kumar Reddy;Manjula Gururaj Rao;Nihar Ranjan Pradhan;Diptendu Sinha Roy

Year: 2025 | Volume: 21, Issue: 3 | Journal Article |

Utilization of Decentralized Finance (DeFi) and Distributed Ledger Technology (DLT) in Banking operations

Ch Sree Kumar;Akhilendra Pratap Singh;K Hemant K Reddy

2024 International Conference on Intelligent Computing and Sustainable Innovations in Technology (IC-SIT)
Year: 2024 | Conference Paper |
Distributed Ledger Technology (DLT) is a decentralized database system where transactions are recorded and verified across multiple nodes. Its key features include immutability, time-stamping, and consensus-based validation. Numerous DLT applications are in supply chain management, intellectual property, cross border payments, energy trading, real estate, and online donations. DeFi, a combination ...Show More

Utilization of Decentralized Finance (DeFi) and Distributed Ledger Technology (DLT) in Banking operations

Ch Sree Kumar;Akhilendra Pratap Singh;K Hemant K Reddy

Year: 2024 | Conference Paper |

Listening to Feelings of Emotion: Exploring ML and DL for Speech-Based Detection and Classification

Manjula Gururaj Rao;Sohini Misra;Sushma K Bhat;Ahamed Shafeeq B M;K Hemant Kumar Reddy;Priyanka

2024 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER)
Year: 2024 | Conference Paper |
Human emotions are pivotal in communication, and their recognition holds significance across various domains like human-computer interaction and mental health monitoring. The emotions are usually expressed in terms of facial and the speech. This paper presents a speech-based approach to emotion recognition, particularly focusing on discerning genuine from insincere emotions. By leveraging informat...Show More

Listening to Feelings of Emotion: Exploring ML and DL for Speech-Based Detection and Classification

Manjula Gururaj Rao;Sohini Misra;Sushma K Bhat;Ahamed Shafeeq B M;K Hemant Kumar Reddy;Priyanka

Year: 2024 | Conference Paper |

Categorization and Interpretation of Satellite Image Scenes Employing AI Approaches

Manjula Gururaj Rao;Shaun Noronha;Ritesh Shetty;B M Ahamed Shafeeq;K Hemant Kumar Reddy;Ch Sree Kumar

2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS)
Year: 2024 | Conference Paper |
Scene identification in Very High-Resolution (VHR) photography presents a formidable challenge. Although Convolutional Neural Networks (CNNs) have enhanced accuracy in feature learning, their deep layers often struggle to accurately depict object relationships within images. To address this limitation, the paper introduces an advanced Multilayer Perceptron (MLP) acting as a deep classifier, utiliz...Show More

Categorization and Interpretation of Satellite Image Scenes Employing AI Approaches

Manjula Gururaj Rao;Shaun Noronha;Ritesh Shetty;B M Ahamed Shafeeq;K Hemant Kumar Reddy;Ch Sree Kumar

Year: 2024 | Volume: 1 | Conference Paper |

Leveraging Generative and Explainable AI for Electric Vehicle Energy Toward Sustainable, Consumer-Centric Transportation

Prasant Kumar Mohanty;K. Hemant Kumar Reddy;Saroj Kumar Panigrahy;Diptendu Sinha Roy

IEEE Access
Year: 2024 | Volume: 12 | Journal Article |
In Industry 5.0, predicting electric vehicle energy usage enhances efficiency and sustainability, optimizes charging infrastructure, and meets consumer demands. Leveraging IoT, AI, and analytics enables smart charging that aligns with renewable energy goals, addresses infrastructure limitations, and promotes sustainable transportation by improving user experience, cutting costs, and boosting trust...Show More

Leveraging Generative and Explainable AI for Electric Vehicle Energy Toward Sustainable, Consumer-Centric Transportation

Prasant Kumar Mohanty;K. Hemant Kumar Reddy;Saroj Kumar Panigrahy;Diptendu Sinha Roy

Year: 2024 | Volume: 12 | Journal Article |

Smart Strategies for Energy-Aware Rouge Node Detection in Mobile Ad-hoc Networks

Usha Divakarala;Manjula Gururaj Rao;K Hemant Kumar Reddy

2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT)
Year: 2024 | Conference Paper |
Given the exponential growth in interest, vehicle ad-hoc networks, or VANETs, have received considerable attention. Because there is no infrastructure or central monitoring body, the nodes self-organize. Routing and data transmission are carried out collaboratively by the nodes. “Currently, they are extensively utilized across various sectors, including disaster management, context-aware computing...Show More

Smart Strategies for Energy-Aware Rouge Node Detection in Mobile Ad-hoc Networks

Usha Divakarala;Manjula Gururaj Rao;K Hemant Kumar Reddy

Year: 2024 | Conference Paper |

EFLSM:- An Intelligent Resource Manager for Fog Layer Service Management in Smart Cities

K. Hemant Kumar Reddy;Rajat Subhra Goswami;Ashish K. Luhach;Pushpita Chatterjee;Mohammad Alnumay;Diptendu Sinha Roy

IEEE Transactions on Consumer Electronics
Year: 2024 | Volume: 70, Issue: 1 | Journal Article |
Cited by: Papers (1)
Smart cities aim to use technology and data to efficiently utilize city resources, improving residents’ quality of life and advancing sustainability. Efficient management of these resources, with the Internet of Things (IoT) playing a crucial role, is essential for enhancing smart cities’ functionality and sustainability. As the number of users grows, providing efficient and timely services become...Show More

EFLSM:- An Intelligent Resource Manager for Fog Layer Service Management in Smart Cities

K. Hemant Kumar Reddy;Rajat Subhra Goswami;Ashish K. Luhach;Pushpita Chatterjee;Mohammad Alnumay;Diptendu Sinha Roy

Year: 2024 | Volume: 70, Issue: 1 | Journal Article |

A Hybrid Optimized Intelligent Resource-Constrained Service Scheduling for Unified IoT Applications in Smart Cities

K. Hemant Kumar Reddy;Gautam Srivastava;Rajat Subhra Goswami;Diptendu Sinha Roy

IEEE Transactions on Network and Service Management
Year: 2024 | Volume: 21, Issue: 2 | Journal Article |
As the Internet of Things (IoT) continues to advance as a technology, it has given rise to innovative and cross-domain IoT applications, particularly in smart cities. For IoT applications and services that are sensitive to latency and due resource constraints it affects the Quality of Service (QoS). To address these challenges, context-aware fog computing at the network edge requires an enhanced f...Show More

A Hybrid Optimized Intelligent Resource-Constrained Service Scheduling for Unified IoT Applications in Smart Cities

K. Hemant Kumar Reddy;Gautam Srivastava;Rajat Subhra Goswami;Diptendu Sinha Roy

Year: 2024 | Volume: 21, Issue: 2 | Journal Article |

A Multimodal Approach Utilizing the IOMT to Address both the Pandemic and its Aftermath

Manjula Gururaj Rao;Usha Divakarala;K Hemant Kumar Reddy;Priyanka H;Ch Sree Kumar

2023 International Conference on Recent Advances in Science and Engineering Technology (ICRASET)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
Many IOT in the healthcare industry offers improved medical facilities for patients, benefiting doctors' offices and hospitals as well. The Internet of Medical Things (IOMT) plays a crucial role in enhancing the accuracy, reliability, and efficiency of electronic devices within the healthcare sector. Researchers are advancing a digital healthcare system by connecting existing medical resources and...Show More

A Multimodal Approach Utilizing the IOMT to Address both the Pandemic and its Aftermath

Manjula Gururaj Rao;Usha Divakarala;K Hemant Kumar Reddy;Priyanka H;Ch Sree Kumar

Year: 2023 | Conference Paper |

Hybrid Technology for Multilevel Feature Extraction in CBMIR

Manjula Gururaj Rao;Priyanka H;Vatsala G.A;K Hemant Kumar Reddy

2023 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS)
Year: 2023 | Conference Paper |
Cited by: Papers (7)
A new technique in the healthcare industry called Content-Based Medical Image Retrieval (CBMIR) gives medical personnel an effective way to search for and access pertinent medical images from huge databases. The successful representation and analysis of medical images is made possible by feature extraction techniques, such as the Discrete Wavelet Transform (DWT), Local Binary Pattern (LBP) which a...Show More

Hybrid Technology for Multilevel Feature Extraction in CBMIR

Manjula Gururaj Rao;Priyanka H;Vatsala G.A;K Hemant Kumar Reddy

Year: 2023 | Conference Paper |

Employing Machine Learning in A Multimodal Approach for Brain Stroke Modelling and Identification

Manjula Gururaj Rao;K Hemant Kumar Reddy;Sumathi Pawar;Karthik P;Kishan R Kotian;Dhanush P Hegde

2023 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER)
Year: 2023 | Conference Paper |
Cited by: Papers (2)
All living things need to be healthy. Any disease can be avoided, which is always preferable. Heart attacks and strokes are two diseases that can be avoided. Most strokes are caused by an unexpected obstruction of the heart and brain channels. One of the deadliest disorders, brain stroke is now a frequent occurrence. A stroke may result in death, serious disability, or permanent brain damage. A st...Show More

Employing Machine Learning in A Multimodal Approach for Brain Stroke Modelling and Identification

Manjula Gururaj Rao;K Hemant Kumar Reddy;Sumathi Pawar;Karthik P;Kishan R Kotian;Dhanush P Hegde

Year: 2023 | Conference Paper |

Novel approach of Using Periocular and Iris Biometric Recognition in the Authentication of ITS

Manjula Gururaj Rao;Priyanka H;Sumathi Pawar;K Hemant Kumar Reddy;Usha Divakarla

2022 Fourth International Conference on Cognitive Computing and Information Processing (CCIP)
Year: 2022 | Conference Paper |
Cited by: Papers (1)
In a fast technology growing world with respect to the data, information security is the major criteria. To have the robust system the security is the foremost task. The personal identification system and biometrics are playing the important part in security of the system. To secure the system, the biometrics, OTP generation, irisdetection etc., are some of the securities concerned aspects are tak...Show More

Novel approach of Using Periocular and Iris Biometric Recognition in the Authentication of ITS

Manjula Gururaj Rao;Priyanka H;Sumathi Pawar;K Hemant Kumar Reddy;Usha Divakarla

Year: 2022 | Conference Paper |

Deploy the VNPDR to Provide Authenticated Parking for Vehicles on Hospital Premise

Manjula Gururaj Rao;K Hemant Kumar Reddy;Ashoor Ahamed;Ayushi Shetty

2022 International Conference on Artificial Intelligence and Data Engineering (AIDE)
Year: 2022 | Conference Paper |
Cited by: Papers (7)
Numerous applications, such as automated toll collection, traffic law enforcement, security monitoring of restricted areas, and unattended parking lots, depend on license plate recognition (LPR). LPR techniques vary based on the application due to varying operating conditions. In various public sectors, including hospitals, airports, schools, and universities, permission for the vehicle to access ...Show More

Deploy the VNPDR to Provide Authenticated Parking for Vehicles on Hospital Premise

Manjula Gururaj Rao;K Hemant Kumar Reddy;Ashoor Ahamed;Ayushi Shetty

Year: 2022 | Conference Paper |

Explainable AI for predicting daily household energy usages

Prasant Kumar Mohanty;Diptendu Sinha Roy;K Hemant Kumar Reddy

2022 International Conference on Artificial Intelligence and Data Engineering (AIDE)
Year: 2022 | Conference Paper |
Cited by: Papers (3)
In the recent era, for most sustainable smart cities energy conservation is a major point of consideration as urbanization is been carried out at an exponential rate. Out of that most of the energy consumption is diverted toward households, and there is a huge scope for optimization of this energy. Hence predicting this household energy with the advancement of AI and Machine Learning techniques is...Show More

Explainable AI for predicting daily household energy usages

Prasant Kumar Mohanty;Diptendu Sinha Roy;K Hemant Kumar Reddy

Year: 2022 | Conference Paper |

Fusion Biometric Deep Features Blended in Its Authentication

Manjula Gururaj Rao;Sumathi Pawar;H Priyanka;K Hemant Kumar Reddy;Usha Divakarala

2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE)
Year: 2022 | Conference Paper |
Information security is a key factor in a world where technology is developing quickly in terms of data and data interpretations. The most important objective is to have a secure system. Biometrics, OTP generation, iris detection, and other security-related measures are done to secure the system. One of the more established security technologies is the biometric system. In the case of getting the ...Show More

Fusion Biometric Deep Features Blended in Its Authentication

Manjula Gururaj Rao;Sumathi Pawar;H Priyanka;K Hemant Kumar Reddy;Usha Divakarala

Year: 2022 | Conference Paper |

Amalgamation Biometric Deep Features in Smart City-ITS Authentication

Manjula Gururaj Rao;Sumathi Pawar;Priyanka H;K Hemant Kumar Reddy

2022 6th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS)
Year: 2022 | Conference Paper |
Cited by: Papers (7)
A smart city is a trend in urban planning that uses technology for communication and information to enhance nearly every element of urban life. In a smart city, inhabitants can communicate directly with each other and the infrastructure at any time. Due to the widespread use of smart devices, security and privacy concerns have grown into a serious problem that calls for strong solutions. The syste...Show More

Amalgamation Biometric Deep Features in Smart City-ITS Authentication

Manjula Gururaj Rao;Sumathi Pawar;Priyanka H;K Hemant Kumar Reddy

Year: 2022 | Conference Paper |

An Indirect Controller-Legacy Switch Forwarding Scheme for Link Discovery in Hybrid SDN

Mir Wajahat Hussain;K. Hemant Kumar Reddy;Joel J. P. C. Rodrigues;Diptendu Sinha Roy

IEEE Systems Journal
Year: 2021 | Volume: 15, Issue: 2 | Journal Article |
Cited by: Papers (18)
Software-defined networking (SDN) has predominantly become the defacto network standard for next generation networking due to its flexibility features; through a single-phase full deployment is unlikely owing to obvious tedious substitution and economic reasons. This has paved the path for hybrid SDN (h-SDN) as a practical alternative with a centralized SDN controller that connects a slow of OpenF...Show More

An Indirect Controller-Legacy Switch Forwarding Scheme for Link Discovery in Hybrid SDN

Mir Wajahat Hussain;K. Hemant Kumar Reddy;Joel J. P. C. Rodrigues;Diptendu Sinha Roy

Year: 2021 | Volume: 15, Issue: 2 | Journal Article |

A Service Delay Minimization Scheme for QoS-Constrained, Context-Aware Unified IoT Applications

K. Hemant Kumar Reddy;Ranjit Kumar Behera;Alok Chakrabarty;Diptendu Sinha Roy

IEEE Internet of Things Journal
Year: 2020 | Volume: 7, Issue: 10 | Journal Article |
Cited by: Papers (25)
With the unprecedented advancements in the field of Internet of Things (IoT), novel increasingly complex services are getting conceived and implemented with the day. A new trend in this landscape of next-generation IoT applications has been those orchestrated by the seamless integration of numerous vertical IoT applications, also known as, unified IoT services. However, such unified IoT applicatio...Show More

A Service Delay Minimization Scheme for QoS-Constrained, Context-Aware Unified IoT Applications

K. Hemant Kumar Reddy;Ranjit Kumar Behera;Alok Chakrabarty;Diptendu Sinha Roy

Year: 2020 | Volume: 7, Issue: 10 | Journal Article |

A Context-Aware Fog Enabled Scheme for Real-Time Cross-Vertical IoT Applications

Diptendu Sinha Roy;Ranjit Kumar Behera;K. Hemant Kumar Reddy;Rajkumar Buyya

IEEE Internet of Things Journal
Year: 2019 | Volume: 6, Issue: 2 | Journal Article |
Cited by: Papers (29)
As the Internet of Things (IoT) paradigm is maturing, innovative, and novel services are being envisioned. An upcoming trend is the depiction of services enacted through seamless integration of multiple vertical IoT services, termed as cross-vertical or unified IoT services in this paper. Traditional Cloud-based centralized network architectures cannot cater to real-time responses demanded by such...Show More

A Context-Aware Fog Enabled Scheme for Real-Time Cross-Vertical IoT Applications

Diptendu Sinha Roy;Ranjit Kumar Behera;K. Hemant Kumar Reddy;Rajkumar Buyya

Year: 2019 | Volume: 6, Issue: 2 | Journal Article |

QoS Aware Heuristic Provisioning Approach for Cloud Spot Instances

Geetika Mudali;Diptendu Sinha Roy;K Hemant Kumar Reddy

2017 International Conference on Information Technology (ICIT)
Year: 2017 | Conference Paper |
Cited by: Papers (1)
Cloud computing has brought a paradigm shift in computing world. Cloud Service Providers (CSP) use several pricing models for the services they offer. These models can be of short-term or long-term requirements for Cloud Service Users (CSU). Primary objective of our research is to minimize the total cost by finding optimal resource requirements to satisfy CSUs' demand. CSPs like Amazon EC2, a majo...Show More

QoS Aware Heuristic Provisioning Approach for Cloud Spot Instances

Geetika Mudali;Diptendu Sinha Roy;K Hemant Kumar Reddy

Year: 2017 | Conference Paper |

A novel delay based application scheduling for energy efficient cloud operations

Lenka Sri Harsha;K Hemant Kumar Reddy;Diptendu Sinha Roy

2015 International Conference on Man and Machine Interfacing (MAMI)
Year: 2015 | Conference Paper |
Cited by: Papers (2)
Over the past few decades, computing environments have progressed from single-user milieu to highly parallel supercomputing environments, Network of Workstations (NoWs), distributed systems, to more recently popular systems like grids and clouds. Due to its great advantage of providing large computational capacity at low costs, cloud infrastructures can be employed as a very effective tool. Howeve...Show More

A novel delay based application scheduling for energy efficient cloud operations

Lenka Sri Harsha;K Hemant Kumar Reddy;Diptendu Sinha Roy

Year: 2015 | Conference Paper |

Reliability modelling of service oriented Internet of Things

Ranjit Kumar Behera;K. Hemant K Reddy;Diptendu S. Roy

2015 4th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions)
Year: 2015 | Conference Paper |
Cited by: Papers (9)
With the predominance of mobile and wireless connectivity and ubiquity of access, the field of Internet-of-Things (IoT) is gaining widespread prominence. Most modern day large scale systems are being designed in a IoT fashioned manner. Thus, reliability modeling and analysis of such services become essential. In this paper, we propose a novel reliability modeling scheme for a service-oriented IoT ...Show More

Reliability modelling of service oriented Internet of Things

Ranjit Kumar Behera;K. Hemant K Reddy;Diptendu S. Roy

Year: 2015 | Conference Paper |

An optimal path finding routing protocol for mobile Ad-Hoc network using random mobility model

Bhabani Sankar Gouda;Rabindra Kumar Shial;K Hemant K Reddy

2012 International Conference on Emerging Trends in Science, Engineering and Technology (INCOSET)
Year: 2012 | Conference Paper |
Cited by: Papers (2)
In mobile Ad-Hoc network (MANET) routing is the issue for communication. Numbers of routing protocols are available for communication in MANET, but optimality is key issue in routing to improve the performance of MANET. As reactive protocol don't preserve routing information at the network node level, if there is no communication between the nodes. Reactive protocol determines a route to a specifi...Show More

An optimal path finding routing protocol for mobile Ad-Hoc network using random mobility model

Bhabani Sankar Gouda;Rabindra Kumar Shial;K Hemant K Reddy

Year: 2012 | Conference Paper |

A hierarchical load balancing algorithm for efficient job scheduling in a computational grid testbed

K. Hemant Kumar Reddy;Diptendu Shina Roy

2012 1st International Conference on Recent Advances in Information Technology (RAIT)
Year: 2012 | Conference Paper |
Cited by: Papers (7)
Grid Computing is a form of distributed Computing that has emerged as a viable solution to meet the ever increasing needs for computational power and data management capability. The load scenario in a grid environment is dynamic in nature and thus requires appropriate load balancing mechanism to efficiently handle computational load. In this paper we have presented a hierarchical load balancing al...Show More

A hierarchical load balancing algorithm for efficient job scheduling in a computational grid testbed

K. Hemant Kumar Reddy;Diptendu Shina Roy

Year: 2012 | Conference Paper |

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