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Dr. Supriya M.

Professor, School of Computing, Bengaluru

Qualification: BE, M.Tech., Ph.D
m_supriya@blr.amrita.edu
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Research Interest: Parallel/Distributed Computing, Internet of Things, Resource Provisioning in Cloud, Fog, and Edge Computing, Security in IoT, Quantum Computing, Artificial Intelligence/Machine Learning

Bio Publications Education Projects Invited Talk / Guest Lecture: Research
Bio

Dr. Supriya M. currently serves as an Professor in the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru. She has over 25 years of teaching experience and has been with Amrita’s Bengaluru campus since 2004. She earned her Ph.D. in Computer Science and Engineering from Amrita Vishwa Vidyapeetham in 2017. She completed her M.Tech in Computer Science and Engineering from Dr. M.G.R. University, Chennai, and her B.E. in Computer Science and Engineering from Bharathiar University, Coimbatore. 

Her research interests include Parallel and Distributed Computing, Cloud, Fog, and Edge Computing, Internet of Things (IoT), IoT Security, Machine Learning, and Quantum Computing. Her work focuses on intelligent resource provisioning, AI-driven analytics, and scalable computing solutions for real-time and mission-critical applications. Dr. Supriya has authored more than 90 peer-reviewed research papers published in reputed international journals and conferences.  

She is currently guiding Ph.D. scholars in the areas of Cloud Computing, Fog and Edge Resource Management, IoT Architectures, and Privacy-Preserving Data Analytics. Her recent publications appear in leading journals such as Internet of Things, IEEE Access, and the Journal of Parallel and Distributed Computing. Dr. Supriya remains actively involved in research supervision, academic mentoring, and curriculum development in the field of advanced computing systems. 

Publications

Journal Article

Year : 2025

A Comprehensive Study of Resource Provisioning and Optimization in Edge Computing

Cite this Research Publication : Sreebha Bhaskaran, Supriya Muthuraman, A Comprehensive Study of Resource Provisioning and Optimization in Edge Computing, Computers, Materials & Continua, Tech Science Press, 2025, https://doi.org/10.32604/cmc.2025.062657

Publisher : Tech Science Press

Year : 2025

Attenuation Modeling Using Physics Guided Deep Reinforcement Learning: A Channel Estimation Use Case

Cite this Research Publication : P. Mithillesh Kumar, M. Supriya, Attenuation Modeling Using Physics Guided Deep Reinforcement Learning: A Channel Estimation Use Case, IEEE Open Journal of the Communications Society, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/ojcoms.2025.3560319

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2024

Multi-Objective Optimization of Orchestra Scheduler for Traffic-Aware Networks

Cite this Research Publication : Niharika Panda, Supriya Muthuraman, Atis Elsts, Multi-Objective Optimization of Orchestra Scheduler for Traffic-Aware Networks, Smart Cities, MDPI AG, 2024, https://doi.org/10.3390/smartcities7050099

Publisher : MDPI AG

Year : 2024

Malicious Nodes Detection and Avoidance Using Trust-based Routing in Critical Data Handling Wireless Sensor Network Applications

Cite this Research Publication : B. Sreevidya, Dr.M. Supriya, Malicious Nodes Detection and Avoidance Using Trust-based Routing in Critical Data Handling Wireless Sensor Network Applications, Journal of Internet Services and Information Security, SASA Publications, 2024, https://doi.org/10.58346/jisis.2024.i3.013

Publisher : SASA Publications

Year : 2024

A synthetic cardiac episode generator for explainable, pathology based action potential using heuristic polynomial signatures

Cite this Research Publication : Krishnadas Bhagwat, Supriya M., Sreeja Kochuvila, Abhilash Ravikumar, A synthetic cardiac episode generator for explainable, pathology based action potential using heuristic polynomial signatures, Biomedical Signal Processing and Control, Elsevier BV, 2024, https://doi.org/10.1016/j.bspc.2023.105552

Publisher : Elsevier BV

Year : 2024

RLPRAF: Reinforcement Learning-Based Proactive Resource Allocation Framework for Resource Provisioning in Cloud Environment

Cite this Research Publication : Reena Panwar, M. Supriya, RLPRAF: Reinforcement Learning-Based Proactive Resource Allocation Framework for Resource Provisioning in Cloud Environment, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2024, https://doi.org/10.1109/access.2024.3421956

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2023

Fine-grain data classification to filter token coherence traffic

Cite this Research Publication : Bhargavi R. Upadhyay, Alberto Ros, Supriya M., Fine-grain data classification to filter token coherence traffic, Journal of Parallel and Distributed Computing, Elsevier BV, 2023, https://doi.org/10.1016/j.jpdc.2022.09.004

Publisher : Elsevier BV

Year : 2023

Resource Provisioning using Meta-heuristic Methods for IoT Microservices with Mobility Management

Cite this Research Publication : Rajagopal, Shinu M., M. Supriya, and Rajkumar Buyya. "Resource Provisioning using Meta-heuristic Methods for IoT Microservices with Mobility Management." IEEE Access (2023).

Publisher : IEEE

Year : 2023

FedSDM: Federated learning based smart decision-making module for ECG data in IoT integrated Edge-Fog-Cloud computing environments

Cite this Research Publication : Rajagopal, Shinu M., M. Supriya, and Rajkumar Buyya. "FedSDM: Federated learning based smart decision-making module for ECG data in IoT integrated Edge-Fog-Cloud computing environments." Internet of Things (2023): 100784

Year : 2023

Map Composition Framework for Synthetic P Morphology

Cite this Research Publication : Bhagwat, K., M. Supriya, and A. Ravikumar. 2022. "Map Composition Framework for Synthetic P Morphology." Biomedical Signal Processing and Control 79. doi:10.1016/j.bspc.2022.104063.

Publisher : Biomedical Signal Processing and Control

Year : 2022

Efficient data transmission using trusted third party in smart home environments

Cite this Research Publication : Panda, N. and Supriya, M., 2022, "Efficient data transmission using trusted third party in smart home environments," EURASIP Journal on Wireless Communications and Networking, 2022(1), p.118.

Publisher : Springer

Year : 2022

Dynamic Resource Provisioning for Service-Based Cloud Applications: A Bayesian Learning Approach

Cite this Research Publication : Panwar, R. and M. Supriya. 2022. "Dynamic Resource Provisioning for Service-Based Cloud Applications: A Bayesian Learning Approach." Journal of Parallel and Distributed Computing 168: 90-107. doi:10.1016/j.jpdc.2022.06.001.

Publisher : Journal of Parallel and Distributed Computing

Year : 2021

Abstractive Text Summarization on Templatized Data

Cite this Research Publication : Jyothi, C. and M. Supriya. 2021. Abstractive Text Summarization on Templatized Data. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Vol. 383. doi:10.1007/978-3-030-79276-3_17.

Publisher : Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Year : 2020

Greenhouse Monitoring System Based on Internet of Things

Cite this Research Publication : K. Raviteja and Dr. Supriya M., “Greenhouse Monitoring System Based on Internet of Things”, International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019, pp. 581–591, 2020.

Publisher : Springer

Year : 2016

Classification of Indian Classical Dance Images using Convolution Neural Network

Cite this Research Publication : A. Dayanand Naik and Dr. Supriya M., “Classification of Indian Classical Dance Images using Convolution Neural Network”, 2020 International Conference on Communication and Signal Processing (ICCSP), pp. 1245-1249, 2020.

Publisher : ICCSP

Year : 2016

Trustworthy cloud service provider selection using multi criteria decision making methods

Cite this Research Publication : Dr. Supriya M., Sangeeta, Ka, and Patra, G. Kb, “Trustworthy cloud service provider selection using multi criteria decision making methods”, Engineering Letters, vol. 24, pp. 1-10, 2016.

Publisher : Engineering Letters.

Year : 2016

Performance Analysis of Modified RC4 Cryptographic Algorithm using number of cores in Parallel Execution

Cite this Research Publication : Bhargavi R. Upadhyay, Jayan, A. Nair Anand, and Dr. Supriya M., “Performance Analysis of Modified RC4 Cryptographic Algorithm using number of cores in Parallel Execution”, International journal of control theory and application, vol. 9, pp. 225-231, 2016.

Publisher : International journal of control theory and application.

Year : 2016

A Fuzzy based Hierarchical Trust Framework to rate the Cloud Service Providers based on Infrastructure Facilities

Cite this Research Publication : Dr. Supriya M., Sangeeta, K., and , “A Fuzzy based Hierarchical Trust Framework to rate the Cloud Service Providers based on Infrastructure Facilities”, International Journal of Performability Engineering, vol. 12, pp. 55–62, 2016.

Publisher : International Journal of Performability Engineering, Totem Publisher, USA.

Year : 2015

A Novel Technique Against Selfish Node Attacks

Cite this Research Publication : B. Meghana and Dr. Supriya M., “A Novel Technique Against Selfish Node Attacks”, International Journal of Applied Engineering Research, vol. 10, pp. 10685–10695, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Trust Management Schemes for Intrusion Detection Systems -A Survey

Cite this Research Publication : D. S. and Dr. Supriya M., “Trust Management Schemes for Intrusion Detection Systems -A Survey”, International Journal of Advanced Computational Engineering and Networking, vol. 2, pp. 39-43, 2014.

Publisher : International Journal of Advanced Computational Engineering and Networking

Year : 2014

Schemes for Providing Routing Security in Manet – A Survey

Cite this Research Publication :
A. C.S. and Dr. Supriya M., “Schemes for Providing Routing Security in Manet – A Survey”, International Journal of Advanced Computational Engineering and Networking. , vol. 2, no. 8, pp. 99-103 , 2014.

Publisher : International Journal of Advanced Computational Engineering and Networking.

Year : 2014

Hierarchical Trust Model to Rate Cloud Service Providers based on Infrastructure as a Service

Cite this Research Publication : Dr. Supriya M., Dr. K. Sangeeta Iyer, and Patr, G. K., “Hierarchical Trust Model to Rate Cloud Service Providers based on Infrastructure as a Service”, Hierarchical Trust Model to Rate Cloud Service Providers based on Infrastructure as a Service , vol. 5, no. 3, pp. 1102-1111, 2014.

Publisher : Hierarchical Trust Model to Rate Cloud Service Providers based on Infrastructure as a Service

Year : 2012

Estimating Trust Value for Cloud Service Providers using Fuzzy Logic

Cite this Research Publication : Dr. Supriya M., K, S., J, V. L., and , “Estimating Trust Value for Cloud Service Providers using Fuzzy Logic”, International Journal of Computer Applications, vol. 48, pp. 28–34, 2012.

Publisher : International Journal of Computer Applications

Conference Paper

Year : 2022

Autonomous Car Controller using Behaviour Planning Based on Finite State Machine

Cite this Research Publication : M. Jaswanth, N. K. L. Narayana, S. Rahul and M. Supriya, "Autonomous Car Controller using Behaviour Planning based on Finite State Machine," 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI), 2022

Publisher : ICOEI

Year : 2022

Design and Implementation of E-Commerce Website using Automata Theory

Cite this Research Publication : M. M. V. Sai Nikhil, A. Sarrin, G. S. Nair and M. Supriya, "Design and Implementation of E-commerce Website using Automata Theory," 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI), 2022

Publisher : ICOEI

Year : 2022

Multi Class Sentiment Analysis of 5G Tweets

Cite this Research Publication : K. P. Mithillesh and M. Supriya, "Multi Class Sentiment Analysis of 5G Tweets," 2022 3rd International Conference for Emerging Technology (INCET), 2022, pp. 1-5, doi: 10.1109/INCET54531.2022.9825160.

Publisher : INCET

Year : 2022

Implementation of Tic Tac Toe Game using Multi-Tape Turing Machine

Cite this Research Publication : S. S. T. Gontumukkala, Y. S. V. Godavarthi, B. R. R. T. Gonugunta and S. M., "Implementation of Tic Tac Toe Game using Multi-Tape Turing Machine," 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), 2022, pp. 381-386, doi: 10.1109/CISES54857.2022.9844404.

Publisher : CISES

Year : 2022

Air Writing Recognition using Mediapipe and Opencv

Cite this Research Publication : Nitin Kumar, R., M. Vaishnavi, K. R. Gayatri, V. Prashanthi, and M. Supriya. 2022. Air Writing Recognition using Mediapipe and Opencv. Smart Innovation, Systems and Technologies. Vol. 302. doi:10.1007/978-981-19-2541-2_35.

Publisher : Smart Innovation, Systems and Technologies

Year : 2022

Speech Recognition using Weighted Finite-State Transducers

Cite this Research Publication : Biswas, D., S. Nadipalli, B. Sneha, and M. Supriya. 2022. "Speech Recognition using Weighted Finite-State Transducers.". doi:10.1109/I2CT54291.2022.9824703.

Publisher : Springer Handbooks

Year : 2021

Ranking of Educational Institutions Based on User Priorities using AHP-PROMETHEE Approach

Cite this Research Publication : Angitha, A. U. and M. Supriya. 2021. Ranking of Educational Institutions Based on User Priorities using AHP-PROMETHEE Approach. Lecture Notes in Electrical Engineering. Vol. 736 LNEE. doi:10.1007/978-981-33-6987-0_11.

Publisher : Lecture Notes in Electrical Engineering

Year : 2021

Performance Comparison of VM Allocation and Selection Policies in an Integrated Fog-Cloud Environment

Cite this Research Publication : Shinu, M. R. and M. Supriya. 2021. Performance Comparison of VM Allocation and Selection Policies in an Integrated Fog-Cloud Environment. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. Vol. 383. doi:10.1007/978-3-030-79276-3_13.

Publisher : LNICST

Year : 2021

Ranking of Educational Institutions Based on User Priorities Using Multi-criteria Decision-Making Methods

Cite this Research Publication : A. U. Angitha and Dr. Supriya M., “Ranking of Educational Institutions Based on User Priorities Using Multi-criteria Decision-Making Methods”, in 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing, Cham, 2021.

Publisher : 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing, Springer International Publishing,

Year : 2020

Ranking Internet Service Providers using Fuzzy Multi Criteria Decision Making Method

Cite this Research Publication : Dr. Supriya M., “Ranking Internet Service Providers using Fuzzy Multi Criteria Decision Making Method”, in 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), 2020.

Publisher : ICIMIA

Year : 2020

Cloud Service Provider Selection using Non-Dominated Sorting Genetic Algorithm

Cite this Research Publication : Dr. Supriya M., “Cloud Service Provider Selection using Non-Dominated Sorting Genetic Algorithm”, in 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI), 2020.

Publisher : ICOEI

Year : 2020

Parallelized Heat Map Algorithm Using Multiple Cores

Cite this Research Publication : L. Kolasani and Dr. Supriya M., “Parallelized Heat Map Algorithm Using Multiple Cores”, in International Conference on Data Science, Machine Learning & Applications (ICDSMLA 2019), CMR Institute of Technology, Hyderabad, India , 2020.

Publisher : ICDSMLA

Year : 2019

Smart Agriculture Farming with Image Capturing Module

Cite this Research Publication : M. Manideep, Thukaram, R., and Dr. Supriya M., “Smart Agriculture Farming with Image Capturing Module”, in 2019 Global Conference for Advancement in Technology (GCAT), Bangalore, India, 2019.

Publisher : GCAT

Year : 2019

Autonomic Resource Allocation Frameworks for Service-based Cloud Applications: A Survey

Cite this Research Publication : R. Panwar and Dr. Supriya M., “Autonomic Resource Allocation Frameworks for Service-based Cloud Applications: A Survey”, in 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India, 2019.

Publisher : ICCCIS

Year : 2019

IoT-Based Agriculture Monitoring System

Cite this Research Publication : Raviteja, K. and M. Supriya. 2020. IoT-Based Agriculture Monitoring System. Advances in Intelligent Systems and Computing. Vol. 1079

Publisher : ICDECT

Year : 2018

Cost Efficient Intelligent Vehicle Surveillance System

Cite this Research Publication : S. Kiran and Dr. Supriya M., “Cost Efficient Intelligent Vehicle Surveillance System”, in International Conference on Information and Communication Technology for Intelligent Systems, 2018.

Publisher : International Conference on Information and Communication Technology for Intelligent Systems

Year : 2018

Secure Data Storage in Cloud Using Cryptographic Algorithms

Cite this Research Publication : N. Lohitha Kodumru and Dr. Supriya M., “Secure Data Storage in Cloud Using Cryptographic Algorithms”, in 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA), Pune, India, 2018.

Publisher : 2018 Fourth International Conference on Computing Communication Control and Automation

Year : 2017

Siren Detection and Driver Assistance using Modified Minimum Mean Square Error Method

Cite this Research Publication : K. S. L and Dr. Supriya M., “Siren Detection and Driver Assistance using Modified Minimum Mean Square Error Method”, in International Conference On Smart Technologies For Smart Nation (SmartTechCon2017), Reva University, Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation.

Year : 2017

Ranking of Internet Service Providers Considering Customer Priorities using Multiple Criteria Decision-Making Methods

Cite this Research Publication : G. SaiTeja, M, D., Yathendra, N., and Dr. Supriya M., “Ranking of Internet Service Providers Considering Customer Priorities using Multiple Criteria Decision-Making Methods”, in International Conference On Smart Technologies For Smart Nation (SmartTechCon2017), Reva University, Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation.

Year : 2017

Parallelized Advanced Rabin-Karp Algorithm for String Matching

Cite this Research Publication : O. Joshi, Bhargavi R. Upadhyay, and Dr. Supriya M., “Parallelized Advanced Rabin-Karp Algorithm for String Matching”, in 3rdInternational Conference On Computing, Communication, Control And Automation (ICCUBEA2017), Pune, 2017.

Publisher : 3rdInternational Conference On Computing, Communication, Control And Automation.

Year : 2017

Data Classification Using Machine Learning Approach

Cite this Research Publication : S. Pandey, Dr. Supriya M., and Shrivastava, A., “Data Classification Using Machine Learning Approach”, in 3rd International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), , Manipal University, Karnataka , 2017.

Publisher : 3rd International Symposium on Intelligent Systems Technologies and Applications

Year : 2017

Aggregation algorithm to overcome data travel cost in MapReduce

Cite this Research Publication : S. Pandey, Dr. Supriya M., and Shrivastava, A., “Aggregation algorithm to overcome data travel cost in MapReduce”, in 2017 International Conference on Computational Intelligence in Data Science(ICCIDS), Chennai, India, 2017.

Publisher : 2017 International Conference on Computational Intelligence in Data Science.

Year : 2015

Trust Management for Large Distributed Systems

Cite this Research Publication : Dr. Supriya M., Dr. K. Sangeeta Iyer, and Patra, G. K., “Trust Management for Large Distributed Systems”, in International Conference on Inter-Research-Institute Student Seminar (IRISS 2015), ACM India Annual Event at BITS, Goa, 2015.

Publisher : International Conference on Inter-Research-Institute Student Seminar (IRISS 2015)

Year : 2015

Downlink Resource Management Scheme for Next Generation Wireless Networks with Rank Scheduling

Cite this Research Publication : and Dr. Supriya M., “Downlink Resource Management Scheme for Next Generation Wireless Networks with Rank Scheduling”, in SMART GRID Technologies, August 6-8, 2015, 2015.

Publisher : SMART GRID Technologies, August 6-8, 2015

Year : 2015

Comparison of AHP based and Fuzzy based mechanisms for ranking Cloud Computing services

Cite this Research Publication : Dr. Supriya M., Dr. K. Sangeeta Iyer, and Patra, G. K., “Comparison of AHP based and Fuzzy based mechanisms for ranking Cloud Computing services”, in Proceeding - 2015 International Conference on Computer, Control, Informatics and Its Applications: Emerging Trends in the Era of Internet of Things, IC3INA 2015, 2015, pp. 175-180.

Publisher : Proceeding - 2015 International Conference on Computer, Control, Informatics and Its Applications: Emerging Trends in the Era of Internet of Things, IC3INA 2015

Year : 2014

Trust Management Schemes for Intrusion Detection Systems – A Survey

Cite this Research Publication : D. S. and Dr. Supriya M., “Trust Management Schemes for Intrusion Detection Systems - A Survey”, in International Conference on Electrical, Electronics, Mechanical and Computer Engineering (ICEEMCE 2014), Industrial Electronics and Electrical Engineers Forum (IEEE Forum), Bengaluru , 2014.

Publisher : International Conference on Electrical, Electronics, Mechanical and Computer Engineering (ICEEMCE 2014)

Year : 2014

Trust Management Schemes for Intrusion Detection Systems -A Survey

Cite this Research Publication :

Publisher : International Journal of Advanced Computational Engineering and Networking

Year : 2014

Schemes for Providing Routing Security in MANET – A Survey

Cite this Research Publication : A. S. and Dr. Supriya M., “Schemes for Providing Routing Security in MANET - A Survey”, in International Conference on Recent Innovations in Electrical, Electronics, Computer and Mechanical Engineering (ICRIEECME 2014), Bengaluru, 2014, vol. 2, pp. 99–103.

Publisher : International Conference on Recent Innovations in Electrical, Electronics, Computer and Mechanical Engineering (ICRIEECME 2014)

Year : 2014

Estimation of Trust Values for Varying Levels of Trustworthiness Based on Infrastructure As a Service

Cite this Research Publication : Dr. Supriya M., Sangeeta, K., and Patra, G. K., “Estimation of Trust Values for Varying Levels of Trustworthiness Based on Infrastructure As a Service”, in Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing, New York, NY, USA, 2014.

Publisher : Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing

Year : 2014

Comparison of Trust Values using Triangular and Gaussian Fuzzy Membership Functions for Infrastructure as a Service

Cite this Research Publication : Dr. Supriya M., K, S., and , “Comparison of Trust Values using Triangular and Gaussian Fuzzy Membership Functions for Infrastructure as a Service”, in International Conference on ‘Advances in Communication, Network and Computing, CNC 2014, Chennai, 2014.

Publisher : International Conference on ‘Advances in Communication, Network and Computing, CNC 2014

Year : 2013

Comparison of cloud service providers based on direct and recommended trust rating

Cite this Research Publication : Dr. Supriya M., Dr. K. Sangeeta Iyer, and Patra, G. Kb, “Comparison of cloud service providers based on direct and recommended trust rating”, in 2013 IEEE International Conference on Electronics, Computing and Communication Technologies, CONECCT 2013, IEEE Bengaluru Section at World Trade Center, Bangalore, 2013.

Publisher : 2013 IEEE International Conference on Electronics, Computing and Communication Technologies, CONECCT 2013

Year : 2011

An Uncompressed Image Encryption Algorithm Based on DNA Sequences

Cite this Research Publication : S. Ramesh Maniyath and Dr. Supriya M., “An Uncompressed Image Encryption Algorithm Based on DNA Sequences”, in Computer Science & Information Technology (CS & IT) - International Conference, Chennai, 2011.

Publisher : Computer Science Information Technology (CS IT) - International Conference

Conference Proceedings

Year : 2020

Automation of Admission Enquiry Process Through Chatbot–-A Feedback-Enabled Learning System

Cite this Research Publication : M. Samyuktha and Dr. Supriya M., “Automation of Admission Enquiry Process Through Chatbot–-A Feedback-Enabled Learning System”, International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2019. Springer Singapore, Singapore, pp. 193–201, 2020.

Publisher : Springer

Year : 2016

Vehicle Speed Control Using Zigbee and GPS

Cite this Research Publication : P. Kochar and Dr. Supriya M., “Vehicle Speed Control Using Zigbee and GPS”, Smart Trends in Information Technology and Computer Communications: First International Conference, SmartCom 2016, Jaipur, India, August 6–7, 2016, Revised Selected Papers. Springer Singapore, Singapore, pp. 847–854, 2016.

Publisher : Smart Trends in Information Technology and Computer Communications: First International Conference, SmartCom 2016, Jaipur, India, August 6–7, 2016, Revised Selected Papers, Springer Singapore, Singapore.

Presentation

Year : 2016

Trusted Cloud Storage for Big Data (Poster)

Cite this Research Publication : Dr. Supriya M., Sangeeta, K., and Patra, G. K., “Trusted Cloud Storage for Big Data (Poster)”, 7th International Summer School on Information Security and Protection (ISSISP 2016). Amrita Vishwa Vidyapeetham in Bengaluru, 2016.

Publisher : 7th International Summer School on Information Security and Protection (ISSISP 2016), Amrita Vishwa Vidyapeetham in Bengaluru

Year : 2015

Trust Management for Large Distributed Systems based on Infrastructure as a Service

Cite this Research Publication : Dr. Supriya M., Sangeeta, K., and Patra, G. K., “Trust Management for Large Distributed Systems based on Infrastructure as a Service”, Inter-Research-Institute Student Seminar (IRISS 2015) . ACM India Annual Event at BITS, Goa, 2015.

Publisher : Inter-Research-Institute Student Seminar (IRISS 2015)

Book Chapter

Year : 2016

Real Time CO2 Monitoring and Alert System Based on Wireless Sensor Networks

Cite this Research Publication : P. Pillai and Dr. Supriya M., “Real Time CO2 Monitoring and Alert System Based on Wireless Sensor Networks”, in Intelligent Systems Technologies and Applications: Volume 2, S. Berretti, Thampi, S. M., and Dasgupta, S., Eds. Cham: Springer International Publishing, 2016, pp. 91–103.

Publisher : Intelligent Systems Technologies and Applications.

Year :

Secure Women’s Safety Platform Using Ethereum Blockchain

Cite this Research Publication : Rajagopal, Shinu M., M. Supriya, and Rajkumar Buyya. "Secure Women's Safety Platform Using Ethereum Blockchain." In Developing AI, IoT and Cloud Computing-based Tools and Applications for Women’s Safety, pp. 41-54. Chapman and Hall/CRC, 2024.

Education
  • 2017: Ph.D. in Computer Science and Engineering 
    From: Amrita Vishwa Vidyapeetham, Bengaluru
  • 2007: M.Tech. in Computer Science and Engineering  From: Dr. M. G. R. University, Chennai
  • 1999: B.E. in Computer Science and Engineering  From: Bharathiar University 

FDP / Workshops 

  • Organized an FDP on “Data Structures and Algorithms” for Internal Faculty members in July 2024 
  • Attended FDPs on “Foundations of Quantum Technologies”, “Basics of Quantum Programming” and “Quantum Computation” hosted by Electronics & ICT Academies funded by MeitY and endorsed by DST – NQM/ AICTE / UGC – 2025 

 

Projects
  • Online Monitoring for Geological CO2 Storage and Leakage Based on Wireless Sensor Networks
    Duration: January 2015 – May 2015     PI: Dr. Supriya M. Co-PI: Parvathi Pillai (M.Tech – Embedded Systems) Funded by: VGST – SpiCE 

    Abstract: Carbon Dioxide (𝐶𝑂2) is an inevitable part in atmosphere for the existence of life on the Earth. But if increased beyond a certain limit, it is harmful as it is the major cause for global warming. The only effective way to fight this is to store 𝐶𝑂2 away from the atmosphere for a long time which is achieved by using Carbon Dioxide Capture and Storage (CCS). But one major concern that arises when 𝐶𝑂2 is stored in large quantities is its leakage from reservoir. An online 𝐶𝑂2 emission monitoring and alert system is developed to monitor the leakage of 𝐶𝑂2 in real time in CCS, to reduce the leakage up to a controllable level and to alert the monitoring team if the 𝐶𝑂2 leakage goes beyond an uncontrollable limit. The data is stored in real time for further analysis. Advantages of wireless sensor networks are exploited in order to precisely sense the 𝐶𝑂2 concentration.

Invited Talk / Guest Lecture:
  • Guest Lecture on “Undecidable Problems in Computational Theory” at Mahendra College of Engineering, Tamilnadu in the month of August 2019.
  • Webinar on “Data Science and Security Challenges” as part of Webinar Series on “Insights in Computer Science” hosted by Department of CSE, Amrita School of Engineering, Bengaluru in the month of May 2020.
  •  Webinar on “Data Mining – Past, Present, and Future”, at Presidency University, Bengaluru in the month of July 2021.
  •  Two-Day Hands-on Workshop on “Latex for Documentation” at Sri Padmavati Mahila Visvavidyalayam, School of Engineering and Technology, Tirupati on September/October 2021.
  •  Expert talk on “Internet of Things – Trends and Technologies” at Gogte Institute of Technology, Belagavi in the month of January 2022.
  • A Session on “Casting Predictive Insights: The Role of Analytics in Data Science”- Presented at the International Conference on Information and Communication Technology held at Auxilium College (autonomous), Vellore on 14th and 15th of September 2023.
  • Hands-on Workshop on “Latex for Documentation”- at Sri Padmavati Mahila Visvavidyalayam, School of Engineering and Technology, Tirupati in the month of March 2023.
  • Expert talk on “Internet of Things – Trends and Technologies”- at Gogte Institute of Technology, Belagavi in the month of January 2022.
  • Two-Day Hands-on Workshop on “Latex for Documentation”- at Sri Padmavati Mahila Visvavidyalayam, School of Engineering and Technology, Tirupati on September/October 2021.
  • Webinar on “Data Mining – Past, Present, and Future”- Presented at Presidency University, Bengaluru in the month of July 2021.
  • Webinar on “Data Science and Security Challenges”- Presented a session at Webinar Series on “Insights in Computer Science” hosted by Department of CSE, Amrita School of Engineering, Bengaluru in the month of May 2020.
  • Guest Lecture on “Undecidable Problems in Computational Theory”- Presented at Mahendra College of Engineering, Tamilnadu in the month of August 2019.
Research

Scholars – Completed

  • Ms. Bhargavibahen Rajeshkumar Upadhyay
    Thesis Title: Fine-grain Private/Shared Data Classification for Efficient Cache Coherence
    Thesis Co-Advisor: Prof. Alberto Ros, Computer Architecture and Parallel Systems Group, University of Murcia, Spain
  • Ms. Shinu M. R.
    Thesis Title: Efficient Resource Management Framework for Critical Healthcare Applications in Integrated Edge-Fog-Cloud Environments using Blockchain based Federated Learning Methods
    Thesis Co-Advisor: Prof. Rajkumar Buyya, CLOUDS Lab, University of Melbourne, Australia
  • Ms. Niharika Panda
    Thesis Title: An Intelligent Gateway Framework for Optimized Scheduling and Adaptive Data Transmission in Smart Home Networks using Reinforcement Learning-based Time Slotted Channel Hopping
    Thesis Co-Advisor: Dr. Atis Elsts, Senior Researcher, Institute of Electronics and Computer Science, Latvia
  • Ms. Reena Panwar
    Thesis Title: An Autonomic Resource Provisioning Framework for Cloudlet Enabled Wireless Sensor Networks for E-Health Applications
  • Ms. Sreevidya B.
    Thesis Title: Design and Development of an Energy Efficient MultiLayer Security Model for Secure Data Transmission over Wireless Sensor Networks

Scholars – Ongoing

  • Ms. Megha Sharma – Classification of Remote Sensing Data
  • Mr. Niranjan D. K. – Security in IoT Applications
  • Mr. Mithillesh Kumar P. – Deep RL in Channel Estimation of 5G Networks
  • Ms. Sreebha Bhaskaran – SDN in IoT/Edge
  • Ms. Umah B. – Fall Detection using Edge Computing
  • Ms. Gunti Geethika – Hyper-parameter Optimization using RL
Admissions Apply Now