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Dr. B. Uma Maheswari

Assistant Professor (Sl. Gd.), School of Computing, Bengaluru

Qualification: Ph.D
b_uma@blr.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Digital Twin Applications, Artificial Intelligence in Healthcare, Artificial Intelligence in Security, Artificial Intelligence in Agriculture, Cloud Computing, Internet of Things (IoT), Data Science, Machine Learning, Deep Learning, Overlay Network Architectures 

Bio Publications Achievements & Awards Student Guidance Membership
Bio

Dr. B Uma Maheswari currently serves as an Assistant Professor (Selection Grade) at the School of Computing, Amrita Vishwa Vidyapeetham, Bangalore. She has over 30 years of teaching experience, and actively guides Ph.D./M.Tech/B.Tech students.

She received her Ph.D in Computer Science from Amrita Vishwa Vidya Vidyapeetham in February 2020. She holds an M.Tech in Computer Science and Engineering from Anna University and a B.Tech in Computer Science and Engineering from Bharathidasan University.

Her research interests include Digital Twin Applications, Artificial Intelligence in Healthcare, Security, and Agriculture, Cloud Computing, Internet of Things (IoT), Data Science, Machine Learning, Deep Learning, and Overlay Network Architectures.

She currently supervises six research scholars working in specialized areas such as Digital Twin for Automation of Cardiovascular Healthcare, IoT and Machine Learning Techniques for Water Treatment Plants, Artificial Intelligence in Pregnancy and Childbirth, Artificial Intelligence in Agriculture, and Machine Learning Techniques for Network Security.

One of her Ph.D. scholars successfully graduated in December 2024, and another was awarded the prestigious DST INSPIRE Fellowship in January 2023 and has been promoted to Senior Research Fellow (SRF). She has authored many research articles in reputed International journals and conferences across her areas of expertise.

Publications

Journal Article

Year : 2025

Elevating Maternal Healthcare: Synergy of Cardiotocography, Machine Learning Models and Interpretive Analysis

Cite this Research Publication : G Niveditha, B Uma Maheswari, Rocío Pérez de Prado, Elevating Maternal Healthcare: Synergy of Cardiotocography, Machine Learning Models and Interpretive Analysis, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.539

Publisher : Elsevier BV

Year : 2025

A Semantic-Aware Compression Strategy for Intelligent Vehicles

Cite this Research Publication : Vadivel Shanmugam, B. Uma Maheswari, A Semantic-Aware Compression Strategy for Intelligent Vehicles, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.516

Publisher : Elsevier BV

Year : 2024

Network intrusion detection and prevention strategy with data encryption using hybrid detection classifier

Cite this Research Publication : C. Pradeepthi, B. Uma Maheswari, Network intrusion detection and prevention strategy with data encryption using hybrid detection classifier, Multimedia Tools and Applications, Springer Science and Business Media LLC, vol. 83, no. 13, pp. 40147-40178, 2024, https://doi.org/10.1007/s11042-023-16853-1

Publisher : Springer Science and Business Media LLC

Year : 2024

An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks

Cite this Research Publication : Selvam Saravanan, Uma Maheswari Balasubramanian, An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks, Big Data Mining and Analytics, Tsinghua University Press, 2024, https://doi.org/10.26599/bdma.2023.9020027

Publisher : Tsinghua University Press

Year : 2024

UASDAC: An Unsupervised Adaptive Scalable DDoS Attack Classification in Large-Scale IoT Network Under Concept Drift

Cite this Research Publication : Saravanan Selvam, Uma Maheswari Balasubramanian, UASDAC: An Unsupervised Adaptive Scalable DDoS Attack Classification in Large-Scale IoT Network Under Concept Drift, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2024, https://doi.org/10.1109/access.2024.3397512

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2023

Forecasting Coronary Heart Disease Risk With a 2-Step Hybrid Ensemble Learning Method and Forward Feature Selection Algorithm

Cite this Research Publication : Sushree Chinmayee Patra, B. Uma Maheswari, Peeta Basa Pati, Forecasting Coronary Heart Disease Risk With a 2-Step Hybrid Ensemble Learning Method and Forward Feature Selection Algorithm, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), vol. 11, pp. 136758-136769, 2023, https://doi.org/10.1109/access.2023.3338369

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2019

Research On Enterprise Public and Private Cloud Service

Cite this Research Publication : B. Uma Maheswari and Dr. Prakash G., “Research On Enterprise Public and Private Cloud Service”, International Journal of Innovative Technology and ExploringEngineering (IJITEE), vol. 8, no. 654, pp. 1453-1459, 2019.

Publisher : International Journal of Innovative Technology and ExploringEngineering (IJITEE)

Year : 2019

An Improved Delay Resistant Adaptive Multicasting Strategy for High Definition Video Delivery in Wireless Overlay Network

Cite this Research Publication : B. Uma Maheswari and Shetty, T. K. Ramesh, “An Improved Delay Resistant Adaptive Multicasting Strategy for High Definition Video Delivery in Wireless Overlay Network”, Wireless Personal Communications, vol. 109, no. 1, pp. 61-75, 2019, doi: 10.1007/s11277-019-06550-4

Publisher : Wireless Personal Communications

Year : 2018

Keyless cryptosystem for secure primitive pairing of mobile devices

Cite this Research Publication : P. Gopalakrishnan and B. Uma Maheswari, “Keyless cryptosystem for secure primitive pairing of mobile devices”, Journal of Computational and Theoretical Nanoscience, vol. 15, pp. 1607-1614, 2018.

Publisher : American Scientific Publishers

Year : 2018

An Improved Delay-Resistant and Reliable Hybrid Overlay for Peer-to-Peer Video Streaming in Wired and Wireless Networks

Cite this Research Publication : B. Uma Maheswari and Ramesh, T. K., “An Improved Delay-Resistant and Reliable Hybrid Overlay for Peer-to-Peer Video Streaming in Wired and Wireless Networks”, IEEE Access, United States, vol. 6, 1 vol., pp. 56539-56550, 2018.

Publisher : IEEE Access, United States

Year : 2016

Error resilient multipath video delivery on wireless overlay networks

Cite this Research Publication : B. Uma Maheswari and Dr. T.S.B. Sudarshan, “Error resilient multipath video delivery on wireless overlay networks”, Telkomnika (Telecommunication Computing Electronics and Control), vol. 14, pp. 894-903, 2016.

Publisher : Telkomnika (Telecommunication Computing Electronics and Control), Universitas Ahmad Dahlan

Year : 2015

Fenwick tree based capability-aware live multimedia streaming in sparse MANETs

Cite this Research Publication : B. Uma Maheswari and Dr. T.S.B. Sudarshan, “Fenwick tree based capability-aware live multimedia streaming in sparse MANETs”, International Journal of Applied Engineering Research, vol. 10, pp. 12655-12670, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications,

Year : 2014

Analyzing Large Web Log Files in a Hadoop Distributed Cluster Environment

Cite this Research Publication : S. Saravanan and B. Uma Maheswari, “Analyzing Large Web Log Files in a Hadoop Distributed Cluster Environment”, International Journal of Computer Technology and Applications (IJCTA), vol. 5, no. 5, 2014.

Publisher : International Journal of Computer Technology and Applications (IJCTA)

Conference Proceedings

Year : 2020

Blockchain Based DDoS Mitigation Using Machine Learning Techniques

Cite this Research Publication : D. V. V. S. Manikumar and B. Uma Maheswari, “Blockchain Based DDoS Mitigation Using Machine Learning Techniques”, 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA). 2020.

Publisher : 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA).

Year : 2019

Fruit Recognition and Grade of Disease Detection using Inception V3 Model

Cite this Research Publication : M. Nikhitha, S. Sri, R., and B. Uma Maheswari, “Fruit Recognition and Grade of Disease Detection using Inception V3 Model”, in 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), 2019, pp. 1040-1043.

Publisher : 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA)

Year : 2019

Design and Development of Software Tool for Code Clone Search, Detection, and Analysis

Cite this Research Publication : D. Tukaram and B. Uma Maheswari, “Design and Development of Software Tool for Code Clone Search, Detection, and Analysis”, in 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), 2019, pp. 1002-1006.

Publisher : 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA)

Year : 2018

Improved Quality Detection Technique for Fruits Using GLCM and MultiClass SVM

Cite this Research Publication : A. K. N. S. Aishwarya Chandini and B. Uma Maheswari, “Improved Quality Detection Technique for Fruits Using GLCM and MultiClass SVM”, in International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore.

Year : 2018

An Improved Cluster based Multicasting Technique on Vehicular Adhoc Network

Cite this Research Publication : P. K. Swetha and B. Uma Maheswari, “An Improved Cluster based Multicasting Technique on Vehicular Adhoc Network”, 2018 Second International Conference on Green Computing and Internet of Things (ICGCIoT). Bangalore, India, pp. 263-267, 2018.

Publisher : 2018 Second International Conference on Green Computing and Internet of Things (ICGCIoT). Bangalore, India.

Year : 2017

Overlay based fault tolerant peer to peer multicasting for emergency data communication in VANETS

Cite this Research Publication : V. Karanam, B. Uma Maheswari, and Sudarshan, T. S. B., “Overlay based fault tolerant peer to peer multicasting for emergency data communication in VANETS”, in Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon 2017, Bangalore, 2017, pp. 510-513.

Publisher : Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon

Year : 2017

An Energy Saving Algorithm Using Heterogeneity Aware Protocol in Wireless Sensor Networks to sustain lifetime of nodes

Cite this Research Publication : Dr. N. Rakesh, Shakir, M., .Kalamani, P., and B. Uma Maheswari, “An Energy Saving Algorithm Using Heterogeneity Aware Protocol in Wireless Sensor Networks to sustain lifetime of nodes”, in International Conference on Inventive Systems and Control (ICISC 2017),, JCT College of Engineering,Coimbaore , 2017.

Publisher : International Conference on Inventive Systems and Control

Year : 2017

Cluster based fault tolerant architecture for multicasting data in wireless sensor network

Cite this Research Publication : C. Sravya, B. Uma Maheswari, and Sudarshan, T. S. B., “Cluster based fault tolerant architecture for multicasting data in wireless sensor network”, in Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon 2017, Bangalore, 2017, pp. 514-517.

Publisher : Proceedings of the 2017 International Conference On Smart Technology for Smart Nation, SmartTechCon

Conference Paper

Year : 2019

Adaptive Steering Control and Driver Alert System for Smart Vehicles

Cite this Research Publication : M. K and B. Uma Maheswari, “Adaptive Steering Control and Driver Alert System for Smart Vehicles”, 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019]. Surya Engineering College, Erode , 2019.

Publisher : 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019]

Year : 2018

Reliability Enhanced Overlay Structure for Peer-to-Peer Video Streaming

Cite this Research Publication : B. Uma Maheswari and Dr. T. K. Ramesh, “Reliability Enhanced Overlay Structure for Peer-to-Peer Video Streaming”, in International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018, Cham, 2018, vol. 26, pp. 1088-1096.

Publisher : International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI)2018, Springer International Publishing

Year : 2018

Implementing MIMO-OFDM for the Improvement of the System Performance in WPAN

Cite this Research Publication : Dr. N. Rakesh, Anjali T., and B. Uma Maheswari, “Implementing MIMO-OFDM for the Improvement of the System Performance in WPAN”, in International conference on Computer Networks and Inventive Communication Technologies (ICCNCT - 2018), Hotel Arcadia, Coimbatore, 2018.

Publisher : International conference on Computer Networks and Inventive Communication Technologies (ICCNCT - 2018)

Year : 2016

Reputation based mesh-tree-mesh cluster hybrid architecture for P2P live streaming

Cite this Research Publication : B. Uma Maheswari and Sudarshan, T. S. B., “Reputation based mesh-tree-mesh cluster hybrid architecture for P2P live streaming”, in 2016 3rd International Conference on Devices, Circuits and Systems (ICDCS), Coimbatore, India, 2016.

Publisher : IEEE

Year : 2015

An ECDD technique to optimize QoS in wireless overlay network for multipath video streaming

Cite this Research Publication : B. Uma Maheswari and Dr. T.S.B. Sudarshan, “An ECDD technique to optimize QoS in wireless overlay network for multipath video streaming”, in Proceedings of the 2015 International Conference on Applied and Theoretical Computing and Communication Technology, iCATccT 2015, 2015, pp. 50-53, doi: 10.1109/ICATCCT.2015.7456853.

Publisher : Proceedings of the 2015 International Conference on Applied and Theoretical Computing and Communication Technology, iCATccT 2015

Year : 2014

Performance Analysis of Propagation Models in Different Terrain Conditions for IEEE Standard 802.16e WiMAX

Cite this Research Publication : Dr. N. Rakesh, B. Uma Maheswari, and Srivatsa, S. K., “Performance Analysis of Propagation Models in Different Terrain Conditions for IEEE Standard 802.16e WiMAX”, in 2014 International Conference on Communication and Signal Processing, Adhiparasakthi Engineering College, Melmaruvathur, Tamilnadu, Bengaluru, 2014, pp. 142-146, doi: 10.1109/ICCSP.2014.6949816

Publisher : 2014 International Conference on Communication and Signal Processing, IEEE

Year : 2009

Image Segmentation of Brain using Iterative Watershedding plus Ridge Detection

Cite this Research Publication : B. Uma Maheswari, B. Arumugam, S., and Rajamani, D. Kumar, “Image Segmentation of Brain using Iterative Watershedding plus Ridge Detection”, in Recent Trends in Information & Communication Technology conference, Bannari Amman Institute of Technology at Sathyamangalam, 2009.

Publisher : Recent Trends in Information Communication Technology conference

Year : 2009

Challenges in using Watershedding in Segmentation of Medical images

Cite this Research Publication : S. B. Arumugam, B. Uma Maheswari, and Rajamani, D. Kumar, “Challenges in using Watershedding in Segmentation of Medical images”, in National Conference on Advanced Image Processing and Networking (NACIPAN ’09) , National Engineering College at Kovilpatti, 2009.

Publisher : National Conference on Advanced Image Processing and Networking (NACIPAN ’09)

Book Chapter

Year : 2018

Reliability Enhanced Overlay Structure for Peer-to-Peer Video Streaming

Cite this Research Publication : B. Uma Maheswari, “Reliability Enhanced Overlay Structure for Peer-to-Peer Video Streaming”, in Lecture Notes on Data Engineering and Communications Technologies, , vol. 26, J. Hemanth, Fernando, X., Lafata, P., and Baig, Z., Eds. Cham: Springer International Publishing, 2019, pp. 1088-1096.

Publisher : Lecture Notes on Data Engineering and Communications Technologies, , Springer International Publishing

Achievements & Awards

Achievements

  • External Examiner : Ph.D Viva-voce
  • Track/Session Chair/TPC for International Conferences Guided and Completed the Worklet
  • Android Sensor Data Simulation”, Samsung Research Institute, Bangalore

Awards

  • Received an Excellence award from Samsung Research Institute, Bangalore, for completing the “Android Sensor Data Simulation” project under Samsung Prism.
Student Guidance

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Mr. Ullas : TinyML for Industry IoT
  • Ms. Niveditha : Machine/Deep Learning Models in Health Care –
  • Ms. Pradeepthi : Machine/Deep Learning Models in Health Care
  • Ms.Rekha : IoT and Forensics
  • Ms. Vadivel : Deep Learning Based Quality Enhancement Approached for video Compression
Membership

Membership in Professional Bodies

  • IEEE Senior – Member
  • IEEE Sensor Council – Member
  • IEEE SIGHT – Member
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