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Computer Science

D-Index
38
Citations
7992
World Ranking
10083
National Ranking
107

Overview

Soumya K. Ghosh is affiliated with the Indian Institute of Technology Kharagpur in India. Their research spans multiple fields with a strong focus on computer science and engineering, supported by a significant output of 155 publications in computer science and 71 in engineering.

Their research contributions are concentrated particularly in the subfields of artificial intelligence, computer networks and communications, information systems, computer vision and pattern recognition, and electrical and electronic engineering.

Among the main topics covered in their work are:

  • IoT and Edge/Fog Computing
  • Cloud Computing and Resource Management
  • Context-Aware Activity Recognition Systems
  • Blockchain Technology Applications and Security
  • Technology Adoption and User Behaviour
  • Human Mobility and Location-Based Analysis
  • Imbalanced Data Classification Techniques

Recent significant papers authored or coauthored include:

  • AI for next generation computing: Emerging trends and future directions (2022), published in Internet of Things
  • Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots (2023), published in Internet of Things and Cyber-Physical Systems
  • Microplastics as an Emerging Threat to the Global Environment and Human Health (2023), published in Sustainability
  • Student performance analysis and prediction in classroom learning: A review of educational data mining studies (2020), published in Education and Information Technologies
  • Adoption of artificial intelligence-integrated CRM systems in agile organizations in India (2021), published in Technological Forecasting and Social Change

Frequent collaborators working alongside them include Rajkumar Buyya, Riya Samanta, Shreya Ghosh, Sukhpal Singh Gill, and Salil S. Kanhere.

Their work has appeared most often in publication venues such as arXiv (Cornell University), The Journal of Supercomputing, Software Practice and Experience, Internet of Things, and IEEE Transactions on Computational Social Systems.

In addition to journal and conference publications, they have contributed to book publications. One notable book is Advances in Distributed Computing and Machine Learning published by Springer International Publishing in 2022.

Best Publications

  • iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments

    Harshit Gupta;Harshit Gupta;Amir Vahid Dastjerdi;Soumya K. Ghosh;Rajkumar Buyya

  • Fog Computing: Principles, architectures, and applications

    Amir Vahid Dastjerdi;Harshit Gupta;Rodrigo N. Calheiros;Soumya K. Ghosh

  • Enhancement of Lifetime using Duty Cycle and Network Coding in Wireless Sensor Networks

    R. R. Rout;S. K. Ghosh

  • Chapter 4 – Fog Computing: principles, architectures, and applications

    A.V. Dastjerdi;H. Gupta;R.N. Calheiros;S.K. Ghosh

  • Student performance analysis and prediction in classroom learning: A review of educational data mining studies

    Anupam Khan;Soumya K. Ghosh

  • Adoption of artificial intelligence-integrated CRM systems in agile organizations in India

    Sheshadri Chatterjee;Ranjan Chaudhuri;Demetris Vrontis;Alkis Thrassou

  • A review on telemedicine-based WBAN framework for patient monitoring.

    Chinmay Chakraborty;Bharat Gupta;Soumya K. Ghosh

  • Optical Character Recognition Systems

    Arindam Chaudhuri;Arindam Chaudhuri;Krupa Mandaviya;Pratixa Badelia;Soumya K. Ghosh

  • SelCSP: A Framework to Facilitate Selection of Cloud Service Providers

    Nirnay Ghosh;Soumya K. Ghosh;Sajal K. Das

  • Are CRM systems ready for AI integration? A conceptual framework of organizational readiness for effective AI-CRM integration

    Sheshadri Chatterjee;Soumya Kanti Ghosh;Ranjan Chaudhuri;Bang Nguyen

  • Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications

    Shreya Ghosh;Anwesha Mukherjee;Soumya K. Ghosh;Rajkumar Buyya

  • Spatial Interpolation to Predict Missing Attributes in GIS Using Semantic Kriging

    Shrutilipi Bhattacharjee;Pabitra Mitra;Soumya K. Ghosh

  • Deep-STEP: A Deep Learning Approach for Spatiotemporal Prediction of Remote Sensing Data

    Monidipa Das;Soumya K. Ghosh

  • Knowledge management in improving business process: an interpretative framework for successful implementation of AI–CRM–KM system in organizations

    Sheshadri Chatterjee;Soumya Kanti Ghosh;Ranjan Chaudhuri

  • Adoption of AI-integrated CRM system by Indian industry: from security and privacy perspective

    Sheshadri Chatterjee;Soumya Kanti Ghosh;Ranjan Chaudhuri;Sumana Chaudhuri

  • Conditional Random Field Based Named Entity Recognition in Geological Text

    N.V Sobhana;Pabitra Mitra;S.K. Ghosh

  • Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge

    Sukhpal Singh Gill;Sukhpal Singh Gill;Peter Garraghan;Vlado Stankovski;Giuliano Casale

  • Social customer relationship management factors and business benefits

    Sheshadri Chatterjee;Ranjan Chaudhuri;Demetris Vrontis;Alkis Thrassou

  • iFogSim: A Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments

    Harshit Gupta;Amir Vahid Dastjerdi;Soumya K. Ghosh;Rajkumar Buyya

  • Online Public Shaming on Twitter: Detection, Analysis, and Mitigation

    Rajesh Basak;Shamik Sural;Niloy Ganguly;Soumya K. Ghosh

  • Optical Character Recognition Systems for Different Languages with Soft Computing

    Arindam Chaudhuri;Krupa Mandaviya;Soumya K Ghosh;Pratixa Badelia

Frequent Co-Authors

Rajkumar Buyya
Rajkumar Buyya University of Melbourne
Sajal K. Das
Sajal K. Das Missouri University of Science and Technology
Pabitra Mitra
Pabitra Mitra Indian Institute of Technology Kharagpur
Sheshadri Chatterjee
Sheshadri Chatterjee NIIT University
Shamik Sural
Shamik Sural Indian Institute of Technology Kharagpur
Debashis De
Debashis De Maulana Abul Kalam Azad University of Technology
Rodrigo N. Calheiros
Rodrigo N. Calheiros Western Sydney University
Ehab Al-Shaer
Ehab Al-Shaer Carnegie Mellon University
Niloy Ganguly
Niloy Ganguly Indian Institute of Technology Kharagpur
Vinay Kumar Dadhwal
Vinay Kumar Dadhwal National Institute of Advanced Studies

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