Ganesh

Ganesh

Faculty at NUS Singapore, Founder STeAdS, Public Speaker

Research and Collaborations

STeAdS

With the aim of using Software Engineering and technological advancements for the benefit of various aspects of the society, Dr Ganesh founded STeAdS virtual research group in 2021. Students and collaborators from different parts of the world are working with him on various projects. Three focus areas are Cultural Heritage, Healthcare and Education

Technology for Arts and Cultural Heritage

Traditional theatre arts such as Kathakali from India and Wayang Kulit from Indoensia are originated centuries ago and are in the current scope for research by STeAds on applying technologies such as artificial intelligence, image processing and cloud computing.

Healthcare

The reseacch scope is currently (not limited to) on exploring TinyML and similar technologies for AI at the edge of the network, AI for helping kids wth learning disability etc.

Education

Primary scope is looking at building platforms for students to get industry like experience in Software Engineering development principles and practices. Examples include budiling an academic project management platform, a platform for custom AI education etc.

Research Grant

HSS Seed Fund (Collaborative Research) 2, 2022 (Co-PI)

Title: Using Machine Learning to reconstruct historical objects in culturally-situated ways
PI: Miguel Escobar Varela, FASS, NUS, Singapore

Collaborators

Publications

2024 Sanka Rasnayaka, Wang Guanlin, Ridwan Shariffdeen, Ganesh Neelakanta Iyer, “An Empirical Study on Usage and Perceptions of LLMs in a Software Engineering Project”, At the International Conference in Software Engineering (ICSE 2024), LLM4Code Workshop.ARXIV

2024 Aishwarya Hariharan Iyer, Ganesh Neelakanta Iyer, “Gamified Screening For Developmental Dyslexia Among Young Readers”, 3rd IEEE International Conference on Innovation in Technology, Bengalurue, India, 2024

2024 Wu Zhenhan, Ganesh Neelakanta Iyer, “Improved BCoop, A Cooperation-Promoting Reward Scheme in Heterogeneous Federated Learning”, 2024 4th International Conference on Data Engineering and Communication systems -ICDECS-2024 [March 22nd & 23rd 2024, RNSIT Bangalore

2023 Yu Ting Toh, Wei Yue Ngoh, Sagar Sureka, Ganesh Neelakanta Iyer and Prabhu Natarajan, “Artificial Intelligence Education – Self guided learning”, International Conference on Teaching, Assessment and Learning for Engineering, November 2023, New Zealand

2023 Guoxin Wang, Member, Qingyuan Wang, Ganesh Neelakanta Iyer, Avishek Nag and Deepu John, “Unsupervised Pre-Training Using Masked Autoencoders for ECG Analysis”, Biomedical circuits and systems conference, IEEE BiOCAS, October 2023

2022 Shyama Harihar, Ganesh Neelakanta Iyer, “Visual exploratory data analysis on Geo-spatial distribution of COVID-19 spread in India”, Proceedings of the International Conference on Innovative Computing & Communication (ICICC), 2022

2020 S. S. Arun and G. Neelakanta Iyer, “On the Analysis of COVID19 - Novel Corona Viral Disease Pandemic Spread Data Using Machine Learning Techniques,” 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, 2020, pp. 1222-1227, doi: 10.1109/ICICCS48265.2020.9121027.

2020 G. N. Iyer, B. Vignesh S, B. Sohan, D. R and V. Raman, “Automated Third Umpire Decision Making in Cricket Using Machine Learning Techniques,” 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, 2020, pp. 1216-1221, doi: 10.1109/ICICCS48265.2020.9121078.

2020 Dr. Ganesh Neelakanta Iyer, Vishal Raman, Aswin K. S., and Bharadwaj Veeravalli, “On the strategies for Risk Aware Cloud and Fog Broker Arbitrage Mechanisms”, in 4th International Conference on Computing Methodologies and Communication (ICCMC 2020), India, 2020.

2020 Sanjay Kumar K. K R., Goutham Subramani, Rishinathh K. S., and Dr. Ganesh Neelakanta Iyer, “ On multi-class currency classification using Convolutional Neural Networks and Cloud Computing systems for the Blind”, in Springer International Conference on Advances in Distributed Computing and Machine Learning(ICADCML-2020), VIT, Vellore, India, VIT, Vellore, India, 2020.

2020 Lakshmi Tulasi Bhavanam and Dr. Ganesh Neelakanta Iyer, “On the Classification of Kathakali Hand Gestures Using Support Vector Machines and Convolutional Neural Networks”, in International Conference on Artificial Intelligence and Signal Processing (AISP) 2020, VIT, Amaravathi, India, 2020.

2019 Dr. Ganesh Neelakanta Iyer and Kon, P. E. - Y., “B-Coop: A Novel Cooperation Enforcement Scheme for Wireless Networks”, in 26th IEEE International Conference on Telecommunications (IEEE ICT 2019), Hanoi, Vietnam, April 8-10,, Hanoi, Vietnam, April 8-10 2019, 2019.

2019 Lakshmi Tulasi Bhavanam and Dr. Ganesh Neelakanta Iyer, “On the Classification of Kathakali Hand Gestures Using Support Vector Machines and Convolutional Neural Networks”, in International Conference on Artificial Intelligence and Signal Processing (AISP) 2020, VIT, Amaravathi, India, 2020.

2018 Dr. Ganesh Neelakanta Iyer, “Evolutionary Games for Cloud, Edge and Fog Computing – A Comprehensive Study”, in 5th International Conference on Computational Intelligence in Data Mining (ICCIDM-2018), Odisha, India , 2018.

2015 Dr. Ganesh Neelakanta Iyer, Silas, S., and Iyer, G., “An optimized cloud based big data processing mechanism using Self-Organizing Map in Hadoop environments”, in 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), 2015.

2014 Dr. Ganesh Neelakanta Iyer, Maddala, S., Kishore, S., and Kolamala, P. S., “WaFeR: Model-driven test-framework for testing web UI-based applications”, in “, IEEE Computer Society IT Professional Conference on Challenges in Information Systems Governance, National In-stitute of Standards and Technology (NIST) in Gaithersburg, MD, USA (IEEE ITPRO,’14), 2014

2013 Dr. Ganesh Neelakanta Iyer, Pasimuthu, J., and Loganathan, R., “PCTF: An Integrated, Extensible Cloud Test Framework for Testing Cloud Platforms and Applications”, in 2013 13th International Conference on Quality Software, 2013.

2012 Ganesh Neelakanta Iyer, Bharadwaj Veeravalli, Sakthi Ganesh Krishnamoorthy, “On handling large-scale polynomial multiplications in compute cloud environments using divisible load paradigm”, IEEE Transactions on Aerospace and Electronic Systems, Pages 820-831, Volume 48, Issue 1, 2012

2012 Dr. Ganesh Neelakanta Iyer, Chandrasekaran, R., and Veeravalli, B., “Auction-based vs. incentive-based Multiple-Cloud orchestration mechanisms”, in 2012 IEEE International Conference on Communication, Networks and Satellite (ComNetSat), 2012.

2011 Dr. Ganesh Neelakanta Iyer and Lim, Y. Cai, “Efficient multi-channel MAC protocol and channel allocation schemes for TDMA based cognitive radio networks”, in 2011 International Conference on Communications and Signal Processing, 2011.[Abstract]

2011 Dr. Ganesh Neelakanta Iyer and Veeravalli, B., “On the resource allocation and pricing strategies in Compute Clouds using bargaining approaches”, in 2011 17th IEEE International Conference on Networks, 2011.[Abstract]