Soumya K. Ghosh

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 143

Top Venues

Publications

Rahul Dasharath Gavas, Monidipa Das, Soumya K. Ghosh, Arpan Pal
Spatial-SMOTE for handling imbalance in spatial regression tasks. Multim. Tools Appl. 83 (5) (2024)
Somoshree Datta, Sourav Kanti Addya, Soumya K. Ghosh
: Towards elevating system happiness in a decentralized serverless edge computing framework. J. Parallel Distributed Comput. 183 (2024)
Sukhpal Singh Gill, Huaming Wu, Panos Patros, Carlo Ottaviani, Priyansh Arora, Victor Casamayor-Pujol, David Haunschild, Ajith Kumar Parlikad, Oktay Cetinkaya, Hanan Lutfiyya, Vlado Stankovski, Ruidong Li, Yuemin Ding, Junaid Qadir, Ajith Abraham, Soumya K. Ghosh, Houbing Herbert Song, Rizos Sakellariou, Omer Rana, Joel J. P. C. Rodrigues, Salil S. Kanhere, Schahram Dustdar, Steve Uhlig, Kotagiri Ramamohanarao, Rajkumar Buyya
Modern Computing: Vision and Challenges. CoRR (2024)
Rajesh Basak, Shamik Sural, Soumya K. Ghosh
Progress Tracking and Responding to Online Public Shaming Events on Twitter. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Sourav Kanti Addya, Anurag Satpathy, Bishakh Chandra Ghosh, Sandip Chakraborty, Soumya K. Ghosh, Sajal K. Das
Geo-Distributed Multi-Tier Workload Migration Over Multi-Timescale Electricity Markets. IEEE Trans. Serv. Comput. 16 (5) (2023)
Biswajeet Sethi, Sourav Kanti Addya, Jay Bhutada, Soumya K. Ghosh
Shipping code towards data in an inter-region serverless environment to leverage latency. J. Supercomput. 79 (10) (2023)
Shreya Ghosh, Soumya K. Ghosh
Why Did You Go There? Semantic Knowledge Extraction from Trajectory Traces. IGARSS (2023)
Anwesha Mukherjee, Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya
Mobi-Sense: mobility-aware sensor-fog paradigm for mission-critical applications using network coding and steganography. J. Supercomput. 79 (15) (2023)
Sukhpal Singh Gill, Minxian Xu, Panos Patros, Huaming Wu, Rupinder Kaur, Kamalpreet Kaur, Stephanie Fuller, Manmeet Singh, Priyansh Arora, Ajith Kumar Parlikad, Vlado Stankovski, Ajith Abraham, Soumya K. Ghosh, Hanan Lutfiyya, Salil S. Kanhere, Rami Bahsoon, Omer F. Rana, Schahram Dustdar, Rizos Sakellariou, Steve Uhlig, Rajkumar Buyya
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots. CoRR (2023)
Rahul Dasharath Gavas, Debatri Chatterjee, Soumya K. Ghosh, Arpan Pal
Spatiotemporal Co-occurrence Index Using Spatiotemporal Variability Signals. PReMI (2023)
Shreya Ghosh, Soumya K. Ghosh
FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Biswajeet Sethi, Sourav Kanti Addya, Soumya K. Ghosh
LCS : Alleviating Total Cold Start Latency in Serverless Applications with LRU Warm Container Approach. ICDCN (2023)
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML. ICDCN (2023)
Biswajeet Sethi, Riya Samanta, Soumya K. Ghosh, Sajal K. Das
Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem. ICDCN (2023)
Muhammed Golec, Sukhpal Singh Gill, Mustafa Golec, Minxian Xu, Soumya K. Ghosh, Salil S. Kanhere, Omer F. Rana, Steve Uhlig
BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications. J. Grid Comput. 21 (4) (2023)
Priti Deb, Anwesha Mukherjee, Debashis De, Soumya K. Ghosh
IoBT: beamforming design in internet of things. J. Supercomput. 79 (15) (2023)
Sourav Kanti Addya, Anurag Satpathy, Bishakh Chandra Ghosh, Sandip Chakraborty, Soumya K. Ghosh, Sajal K. Das
CoMCLOUD: Virtual Machine Coalition for Multi-Tier Applications Over Multi-Cloud Environments. IEEE Trans. Cloud Comput. 11 (1) (2023)
Anupam Khan, Soumya K. Ghosh
Machine assistance for credit approval? Random wheel can recommend and explain. Expert Syst. Appl. 215 (2023)
Shubha Brata Nath, Subhrendu Chattopadhyay, Raja Karmakar, Sourav Kanti Addya, Sandip Chakraborty, Soumya K. Ghosh
Containerized deployment of micro-services in fog devices: a reinforcement learning-based approach. J. Supercomput. 78 (5) (2022)
Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer F. Rana, Ivona Brandic, Steve Uhlig
AI for next generation computing: Emerging trends and future directions. Internet Things 19 (2022)
Jaydeep Das, Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya
LYRIC: Deadline and Budget Aware Spatio-Temporal Query Processing in Cloud. IEEE Trans. Serv. Comput. 15 (5) (2022)
Monidipa Das, Soumya K. Ghosh, Vemuri M. Chowdary, Pabitra Mitra, Santosh Rijal
Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements. Remote. Sens. 14 (8) (2022)
Shreya Ghosh, Soumya K. Ghosh
MANTRA: Semantic Mobility Knowledge Analytics Framework for Trajectory Annotation. INFOCOM Workshops (2022)
Anwesha Mukherjee, Shreya Ghosh, Debashis De, Soumya K. Ghosh
MCG: Mobility-Aware Computation Offloading in Edge Using Weighted Majority Game. IEEE Trans. Netw. Sci. Eng. 9 (6) (2022)
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
Stark: Fast and Scalable Strassen's Matrix Multiplication Using Apache Spark. IEEE Trans. Big Data 8 (3) (2022)
Pravar Chaurasia, Shubha Brata Nath, Sourav Kanti Addya, Soumya K. Ghosh
Automating the Selection of Container Orchestrators for Service Deployment. COMSNETS (2022)
Riya Samanta, Vaibhav Saxena, Soumya K. Ghosh, Sajal K. Das
Volunteer Selection in Collaborative Crowdsourcing with Adaptive Common Working Time Slots. GLOBECOM (2022)
Parantapa Bhattacharya, Saptarshi Ghosh, Muhammad Bilal Zafar, Soumya K. Ghosh, Niloy Ganguly
What You Like: Generating Explainable Topical Recommendations for Twitter Using Social Annotations. CoRR (2022)
Sukanya Samanta, Goutam Sen, Soumya K. Ghosh
Correction to: A literature review on police patrolling problems. Ann. Oper. Res. 316 (2) (2022)
Jaydeep Das, Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya
RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments. Softw. Pract. Exp. 52 (7) (2022)
Sukhpal Singh Gill, Ricardo Vinuesa, Venki Balasubramanian, Soumya K. Ghosh
Innovative software systems for managing the impact of the COVID-19 pandemic. Softw. Pract. Exp. 52 (4) (2022)
Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh
Auditory Model based Phase-Aware Bayesian Spectral Amplitude Estimator for Single-Channel Speech Enhancement. CoRR (2022)
Monidipa Das, Soumya K. Ghosh, Sanghamitra Bandyopadhyay
A Multilayered Adaptive Recurrent Incremental Network Model for Heterogeneity-Aware Prediction of Derived Remote Sensing Image Time Series. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya
STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management. Softw. Pract. Exp. 52 (12) (2022)
Anupam Khan, Sourav K. Ghosh, Soumya K. Ghosh
eDWaaS: A Scalable Educational Data Warehouse as a Service. CoRR (2022)
Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer F. Rana, Ivona Brandic, Steve Uhlig
AI for Next Generation Computing: Emerging Trends and Future Directions. CoRR (2022)
Riya Samanta, Soumya K. Ghosh
FogiRecruiter: A fog-enabled selection mechanism of crowdsourcing for disaster management. Concurr. Comput. Pract. Exp. 34 (23) (2022)
Monidipa Das, Akash Ghosh, Soumya K. Ghosh
Does Climate Variability Impact COVID-19 Outbreak? An Enhanced Semantics-Driven Theory-Guided Model. SN Comput. Sci. 2 (6) (2021)
Anupam Khan, Sourav Ghosh, Soumya K. Ghosh
Measuring Domain Knowledge for Early Prediction of Student Performance: A Semantic Approach. CoRR (2021)
S. Samanta, G. Sen, Soumya K. Ghosh
Vehicle Interdiction Strategy in Complex Road Networks - A Simulation Based Approach. IEEM (2021)
Shubha Brata Nath, Sourav Kanti Addya, Sandip Chakraborty, Soumya K. Ghosh
Container-based Service State Management in Cloud Computing. IM (2021)
Monidipa Das, Soumya K. Ghosh
Analyzing Impact of Climate Variability on COVID-19 Outbreak: A Semantically-enhanced Theory-guided Data-driven Approach. COMAD/CODS (2021)
Greeshma Lingam, Rashmi Ranjan Rout, Durvasula V. L. N. Somayajulu, Soumya K. Ghosh
Particle Swarm Optimization on Deep Reinforcement Learning for Detecting Social Spam Bots and Spam-Influential Users in Twitter Network. IEEE Syst. J. 15 (2) (2021)
Monidipa Das, Soumya K. Ghosh
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Anwesha Mukherjee, Shreya Ghosh, Aabhas Behere, Soumya K. Ghosh, Rajkumar Buyya
Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Anish Poonia, Shreya Ghosh, Akash Ghosh, Shubha Brata Nath, Soumya K. Ghosh, Rajkumar Buyya
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management. Internet Things 16 (2021)
Anupam Khan, Soumya K. Ghosh
Student performance analysis and prediction in classroom learning: A review of educational data mining studies. Educ. Inf. Technol. 26 (1) (2021)
Riya Samanta, Soumya K. Ghosh, Sajal K. Das
SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing. GLOBECOM (2021)
Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya
STOPPAGE: Spatio-temporal Data Driven Cloud-Fog-Edge Computing Framework for Pandemic Monitoring and Management. CoRR (2021)
Anupam Khan, Soumya K. Ghosh
Machine Assistance for Credit Card Approval? Random Wheel can Recommend and Explain. CoRR (2021)
Anupam Khan, Soumya K. Ghosh, Durgadas Ghosh, Shubham Chattopadhyay
Random wheel: An algorithm for early classification of student performance with confidence. Eng. Appl. Artif. Intell. 102 (2021)
Arindam Chaudhuri, Soumya K. Ghosh
Predictive Maintenance of Vehicle Fleets Using Hierarchical Modified Fuzzy Support Vector Machine for Industrial IoT Datasets. HAIS (2021)
Anupam Khan, Sourav Ghosh, Soumya K. Ghosh
Measuring Domain Knowledge for Early Prediction of Student Performance: A Semantic Approach. TALE (2020)
Rajesh P. Barnwal, Nirnay Ghosh, Soumya K. Ghosh, Sajal K. Das
Publish or Drop Traffic Event Alerts? Quality-aware Decision Making in Participatory Sensing-based Vehicular CPS. ACM Trans. Cyber Phys. Syst. 4 (1) (2020)
Shreya Ghosh, Soumya K. Ghosh
Mobility driven Cloud-Fog-Edge Framework for Location-aware Services: A Comprehensive Review. CoRR (2020)
Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya
MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories. J. Netw. Comput. Appl. 164 (2020)
Anwesha Mukherjee, Debashis De, Soumya K. Ghosh
FogIoHT: A weighted majority game theory based energy-efficient delay-sensitive fog network for internet of health things. Internet Things 11 (2020)
Bishakh Chandra Ghosh, Sourav Kanti Addya, Nishant Baranwal Somy, Shubha Brata Nath, Sandip Chakraborty, Soumya K. Ghosh
Caching Techniques to Improve Latency in Serverless Architectures. COMSNETS (2020)
Jaydeep Das, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya
Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution. Simul. Model. Pract. Theory 100 (2020)
Chandan Misra, Utkarsh Parasrampuria, Sourangshu Bhattacharya, Soumya K. Ghosh
On Distributed Solution for Simultaneous Linear Symmetric Systems. IEEE BigData (2020)
Shreya Ghosh, Jaydeep Das, Soumya K. Ghosh, Rajkumar Buyya
CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services. CCGRID (2020)
Monidipa Das, Soumya K. Ghosh
Data-Driven Approaches for Spatio-Temporal Analysis: A Survey of the State-of-the-Arts. J. Comput. Sci. Technol. 35 (3) (2020)
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
A fast scalable distributed kriging algorithm using Spark framework. Int. J. Data Sci. Anal. 10 (3) (2020)
Shreya Ghosh, Jaydeep Das, Soumya K. Ghosh
Locator: A Cloud-Fog-Enabled Framework for Facilitating Efficient Location based Services. COMSNETS (2020)
Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya
Mobi-IoST: Mobility-Aware Cloud-Fog-Edge-IoT Collaborative Framework for Time-Critical Applications. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Shrutilipi Bhattacharjee, Jia Chen, Soumya K. Ghosh
Spatio-temporal prediction of land surface temperature using semantic kriging. Trans. GIS 24 (1) (2020)
Arindam Chaudhuri, Soumya K. Ghosh
Hierarchical Approach Towards High Fidelity Image Generation. CSOC (2) (2020)
Monidipa Das, Mahardhika Pratama, Soumya K. Ghosh
SARDINE: A Self-Adaptive Recurrent Deep Incremental Network Model for Spatio-Temporal Prediction of Remote Sensing Data. ACM Trans. Spatial Algorithms Syst. 6 (3) (2020)
Srijoni Majumdar, Shakti Papdeja, Partha Pratim Das, Soumya K. Ghosh
Comment-Mine - A Semantic Search Approach to Program Comprehension from Code Comments. ACSS (2) (2020)
Rajesh Basak, Soumya K. Ghosh, Shamik Sural
Influence modeling of opinion switching by Twitter users in public shaming events. Soc. Netw. Anal. Min. 10 (1) (2020)
Moumita Mishra, Sayan Kumar Roy, Anwesha Mukherjee, Debashis De, Soumya K. Ghosh, Rajkumar Buyya
An energy-aware multi-sensor geo-fog paradigm for mission critical applications. J. Ambient Intell. Humaniz. Comput. 11 (8) (2020)
Shreya Ghosh, Soumya K. Ghosh
Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative Framework. CCGRID (2020)
Sourav Kanti Addya, Anurag Satpathy, Sandip Chakraborty, Soumya K. Ghosh
Optimal VM Coalition for Multi-Tier Applications Over Multi-Cloud Broker Environments. COMSNETS (2019)
Monidipa Das, Soumya K. Ghosh
Space-time Prediction of High Resolution Raster Data: An Approach based on Spatio-temporal Bayesian Network (STBN). COMAD/CODS (2019)
Shreya Ghosh, Soumya K. Ghosh, Rajkumar Buyya
MovCloud: A Cloud-Enabled Framework to Analyse Movement Behaviors. CloudCom (2019)
Sukhpal Singh Gill, Peter Garraghan, Vlado Stankovski, Giuliano Casale, Ruppa K. Thulasiram, Soumya K. Ghosh, Kotagiri Ramamohanarao, Rajkumar Buyya
Holistic resource management for sustainable and reliable cloud computing: An innovative solution to global challenge. J. Syst. Softw. 155 (2019)
Bishakh Chandra Ghosh, Sourav Kanti Addya, Anurag Satpathy, Soumya K. Ghosh, Sandip Chakraborty
Towards a Democratic Federation for Infrastructure Service Provisioning. SCC (2019)
Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh
Time-frequency masking based supervised speech enhancement framework using fuzzy deep belief network. Appl. Soft Comput. 74 (2019)
Bishakh Chandra Ghosh, Sourav Kanti Addya, Nishant Baranwal Somy, Shubha Brata Nath, Sandip Chakraborty, Soumya K. Ghosh
Caching Techniques to Improve Latency in Serverless Architectures. CoRR (2019)
Shreya Ghosh, Soumya K. Ghosh
Traj-Cloud: A Trajectory Cloud for enabling Efficient Mobility Services. COMSNETS (2019)
Monidipa Das, Soumya K. Ghosh
FB-STEP: A fuzzy Bayesian network based data-driven framework for spatio-temporal prediction of climatological time series data. Expert Syst. Appl. 117 (2019)
Rajesh P. Barnwal, Nirnay Ghosh, Soumya K. Ghosh, Sajal K. Das
PS-Sim: A framework for scalable data simulation and incentivization in participatory sensing-based smart city applications. Pervasive Mob. Comput. 57 (2019)
Sourav Kanti Addya, Anurag Satpathy, Bishakh Chandra Ghosh, Sandip Chakraborty, Soumya K. Ghosh
Power and Time Aware VM Migration for Multi-Tier Applications over Geo-Distributed Clouds. CLOUD (2019)
Atul Patel, Monidipa Das, Soumya K. Ghosh
Short-Term Load Forecasting: An Intelligent Approach Based on Recurrent Neural Network. HIS (2019)
Rajesh Basak, Shamik Sural, Niloy Ganguly, Soumya K. Ghosh
Online Public Shaming on Twitter: Detection, Analysis, and Mitigation. IEEE Trans. Comput. Soc. Syst. 6 (2) (2019)
Shubha Brata Nath, Subhrendu Chattopadhyay, Raja Karmakar, Sourav Kanti Addya, Sandip Chakraborty, Soumya K. Ghosh
PTC: Pick-Test-Choose to Place Containerized Micro-Services in IoT. GLOBECOM (2019)
J. M. Manasa, Vinay Kolar, Karthik Bharath, Sambit Sahu, Ravi Kokku, Soumya K. Ghosh
TrajSummary: Summarizing Trips of Individuals. COMSNETS (2019)
Shreya Ghosh, Soumya K. Ghosh
Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis. Prog. Artif. Intell. 7 (4) (2018)
Omprakash Chakraborty, Arup Das, Arindam Dasgupta, Pabitra Mitra, Soumya K. Ghosh, Taraknath Mazumder
A multi-objective framework for analysis of road network vulnerability for relief facility location during flood hazards: A case study of relief location analysis in Bankura District, India. Trans. GIS 22 (5) (2018)
Rajesh P. Barnwal, Nirnay Ghosh, Soumya K. Ghosh, Sajal K. Das
PS-Sim: A Framework for Scalable Simulation of Participatory Sensing Data. CoRR (2018)
Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh
Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement. CoRR (2018)
Monidipa Das, Soumya K. Ghosh, Pramesh Gupta, Vemuri M. Chowdary, Ravoori Nagaraja, Vinay Kumar Dadhwal
FORWARD: A Model for FOrecasting Reservoir WAteR Dynamics Using Spatial Bayesian Network (SpaBN) (Extended Abstract). ICDE (2018)
Soumya K. Ghosh, Shreya Ghosh
Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces. SMC (2018)
Anant V. Nimkar, Soumya K. Ghosh
Caucus: an authentication protocol for cloud federation. Int. J. Trust. Manag. Comput. Commun. 4 (2) (2018)
Rajesh P. Barnwal, Nirnay Ghosh, Soumya K. Ghosh, Sajal K. Das
PS-Sim: A Framework for Scalable Simulation of Participatory Sensing Data. SMARTCOMP (2018)
Anupam Khan, Soumya K. Ghosh
Data mining based analysis to explore the effect of teaching on student performance. Educ. Inf. Technol. 23 (4) (2018)
Sayan Sinha, Mehul Kumar Nirala, Shreya Ghosh, Soumya K. Ghosh
Hybrid Path Planner for Efficient Navigation in Urban Road Networks through Analysis of Trajectory Traces. ICPR (2018)
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark. CoRR (2018)
Chandan Misra, Sourangshu Bhattacharya, Soumya K. Ghosh
SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark. CoRR (2018)
Monidipa Das, Soumya K. Ghosh
Data-driven approaches for meteorological time series prediction: A comparative study of the state-of-the-art computational intelligence techniques. Pattern Recognit. Lett. 105 (2018)

Soumya K. Ghosh.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Soumya K. Ghosh