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Research Publications

Research Publications

 Selected publications since 2019

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TinyML4D: Scaling Embedded Machine Learning Education in the Developing World

B Plancher, S Buttrich, J Ellis, N Goveas, L Kazimierski, JL Sotelo, M Lukic, ...

Proceedings of the AAAI Symposium Series 3 (1), 508-515

AAAI 2024 Spring Symposium Series: Increasing Diversity in AI Education and Research, March 25-27, 2024, Stanford University, California,





Machine Learning-Driven Patient Scheduling in Healthcare: A Fairness-Centric Approach for Optimized Resource Allocation

Farha Masroor, Adarsh Gopalakrishnan and Neena Goveas, IEEE Wireless Communications and Networking Conference, 21–24 April 2024, Dubai, United Arab Emirates,





Task Allocation in the Edge Cloud Scenario Incorporating Customized Requirements

Farha Masroor, Rishab Khanna and Neena Goveas, 21st IEEE Consumer Communications & Networking Conference, 8–11 Jan, USA, CCNC 2024, pp 608-609,





Designing Effective Cybersecurity Curriculum: Bridging Disciplines for Next Generation Workforce

P Ranganathan, J Jangula, U Kose, N Goveas, SRA Balaji

Proceedings of the 2024 American Society for Engineering Education (ASEE) North Central Section Conference, id-44588





IoT Systems Development Using Upcycled Mobile Phones: A Survey

Challa Sai Reshwanth, Saivinay Goriparthi, Chandra Shekar RK, Lucy J Gudino, Neena Goveas, Shubhangi Gawali, 2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), pp 1-7





Enhancing Real-Time Training of Heterogeneous UAVs Using a Federated Teacher-Student Self-Training Framework

Piyush Nikam, Dhruv Shah, Aryan Sahu, Neena Goveas, Sreejith Vidhyadharan, 41st  IEEE Military Communications Conference (MILCOM), pp 870-875, 30 October – 3 November 2023, Boston, USA





Dynamic Task Allocation and Scheduling for Energy Saving in Edge Nodes for IoT Applications

Shubhangi Gawali, Lucy Gudino, and Neena Goveas, 2023 IFIP International Internet of Things Conference, 2-3 NOVEMBER 2023, Dallas-Fort Worth, Texas, USA,

 In: Puthal, D., Mohanty, S., Choi, BY. (eds) Internet of Things. Advances in Information and Communication Technology. IFIPIoT 2023. IFIP Advances in Information and Communication Technology, vol 683, 218-228 Springer, Cham.





IoT-Based Local Setup for Interfacing Resource Constrained Devices: A Survey

Yashovardhan Bapat, Shreya Aiyer, Akhil A Binu, Chandra Shekar R K, Shubhangi Gawali, Lucy J. Gudino and Neena Goveas, 23-26 October, Doha, Qatar,

2023 International Symposium on Networks, Computers and Communications …





Building Extensible Model for Healthcare Resource Allocation Using Model-Driven Approach

Rizwan Parveen, Ashin Laurel R, Mihir Thalanki, Neena Goveas and Shubhangi Gawali

IEEE International Conference on Systems, Man, and Cybernetics (SMC), Hawai, USA 2023, doi: 10.1109/SMC53992.2023.10394145





Resource-Constrained Device Characterization for Detecting Sleep Apnea Using Machine Learning

Sayani Mallick, Pranav Ruparel, Shubhangi Gawali, and Neena Goveas

International Conference on Smart Applications, Communications and Networking. SmartNets 2023, 25 - 27 July 2023, Istanbul Turkey, doi: 10.1109/SysCon53073.2023.10131117.





Task Allocation in the Edge Cloud Scenario Incorporating Priority: A Simulation-based Study

Farha Masroor, Shubhangi Gawali, Neena Goveas

International Conference on Information and Communication Technology for Intelligent Systems, 491-501, Springer Nature Singapore





Sleep Apnea Detection System Using Machine Learning on Resource-Constrained Devices

Sayani Mallick, Shubhangi Gawali, Clement Onime, and Neena Goveas

SYSCON 2023, 17th  IEEE International Systems Conference, Vancouver, Canada. April 17 - April 20, 2023, Vancouver, Canada,





Use of Blockchain in Securing IoT systems with Resource Constrained Devices

Ritvij Kumar Sharma and Neena Goveas

Fourth Workshop on Blockchain-based Architectures (BlockArch 2023), 13-17 March 2023, L’Aquila, Italy





P3: A task migration policy for optimal resource utilization and energy consumption

Shubhangi Gawali and Neena Goveas

 IEEE conference International Conference of Data Decision and Systems (ICDDS).

December 2-3, 2022, Bengaluru, India,

 IEEE conference International Conference of Data Decision and Systems (ICDDS).





Enhanced edge offloading using reinforcement learning

Abhishek Jain and Neena Goveas, International Conference on Connected Systems & Intelligence (CSI'22), International Symposium on Intelligent Informatics (ISI'22), 1-9





Evaluation of Offloading Points in the Device-Edge Environment

R K Chandra Shekar, Neena Goveas and Lucy J. Gudino

2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP),580-583, 2020

CNSDSP, 20-22 July 2022,





Transforming Medical Resource Utilization Process to Verifiable Timed Automata Models in Cyber-Physical Systems

Rizwan Parveen and Neena Goveas

Lecture Notes in Computer Science, Vol , I , B 111-E 126,

International Conference on Distributed Computing and Internet Technology





A generalized kalman filter augmented deep-learning based approach for autonomous landing in mavs

2021 International Symposium of Asian Control Association on Intelligent Robotics and Industrial Automation, IRIA 2021, Vol , I , B 437-E 442

Pranay Mathur, Yash Jangir and Neena Goveas,,





Network community analysis based enhancement of online discussion forums

Soundarya Krishnan, Rishab Khincha and Neena Goveas

CODS COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, Vol , I , B 438-E 438

Proceedings of the 3rd ACM Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data





Estimating surface temperature from thermal imagery of buildings for accurate thermal transmittance (U-value): A machine learning perspective

Debanjan Sadhukhan, Sai Peri, Niroop Sugunaraj, Avhishek Biswas, Daisy Flora Selvaraj, Katelyn Koiner, Andrew Rosener, Matt Dunlevy, Neena Goveas, David Flynn, Prakash Ranganathan

Journal of Building Engineering 32, 101637, 2022





ECG signal analysis on an embedded device for sleep apnea detection

Rishab Khincha, Soundarya Krishnan, Rizwan Parveen, and Neena Goveas

Image and Signal Processing. 2020 Jun 5; 12119: 377–384.

Published online 2020 Jun 5. doi: 10.1007/978-3-030-51935-3_40

9th International conference on Image and Signal Processing, Vol , I , B 377-E 384, 2020, ICISP 2020, Jul 4-6 2020, Marrakesh,  Morocco.





Image Processing for UAV Using Deep Convolutional Encoder–Decoder Networks with Symmetric Skip Connections on a System on Chip (SoC)

Abhiraj Hinge, Pranav Garg, Neena Goveas

International Conference on Intelligent Computing and Smart Communication 2019: Proceedings of ICSC 2019, 1009-1015, Springer Singapore





Characteristics of arbitrary ramp generator: A tuning voltage setup for the FMCW reflectometer

Gibin Chacko George, N Bittu, JJU Buch, A Amalin Prince, Neena Goveas, Surya K Pathak

IEEE Transactions on Instrumentation and Measurement 69 (6), 3481-3492, June 2019, DOI: 10.1109/TIM.2019.2939933





Model-Based Approach for Cyber-Physical Systems Applications Development.

Rizwan Parveen, Poojan Thaker, Neena Goveas,

Twenty-Third Pacific Asia Conference on Information Systems, China 2019 PACIS, 77