Contact

Shreya Ghosh


Curriculum vitae


[email protected]


Computer Science and Engineering

Indian Institute of Technology (IIT) Kharagpur

Let's Connect!
I am always happy to talk, share ideas and collaborate! Just drop me an email.





[email protected]


Computer Science and Engineering

Indian Institute of Technology (IIT) Kharagpur

Let's Connect!
I am always happy to talk, share ideas and collaborate! Just drop me an email.



About


I joined IIT Kharagpur, India in 2016 (Aug) as a PhD scholar in the Department of Computer Science and Engineering, and submitted my thesis titled "Semantic Analysis of Trajectory Traces to Explore Human Movement Behaviours" in 2021 (Jan). I am grateful to my supervisor Prof. Soumya K. Ghosh for giving me a chance to be a part of his research group - "Spatial Data Science" - where I learn and collaborate with people of diverse backgrounds. My PhD research was supported by TCS Research Scholar grant.


My research work lies in the intersection of spatial data analytics and cloud-fog architecture to provision location-aware and time-critical applications. Specifically, I have worked with human mobility traces, activity logs, and health profiles. In the immediate future, I would like to work in Urban Aerial Mobility and distributed deployment of deep learning/ machine learning models (high computational cost) in an effective way. 

Publications


CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency Services


Shreya Ghosh, Jaydeep Das, Soumya K Ghosh, Rajkumar Buyya

2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE, 2020, pp. 810--817


Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative Framework


Shreya Ghosh, Soumya K Ghosh

2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE, 2020, pp. 893--897


MARIO: A spatio-temporal data mining framework on Google Cloud to explore mobility dynamics from taxi trajectories


Shreya Ghosh, Soumya K Ghosh, Rajkumar Buyya

Journal of Network and Computer Applications, vol. 164, Elsevier, 2020, p. 102692


Internet of Health Things (IoHT) for personalized health care using integrated edge-fog-cloud network


Anwesha Mukherjee, Shreya Ghosh, Aabhas Behere, Soumya K. Ghosh, Rajkumar Buyya

Journal of Ambient Intelligence and Humanized Computing, 2020 May 8, pp. 1-17


Mobi-iost: mobility-aware cloud-fog-edge-iot collaborative framework for time-critical applications


Shreya Ghosh, Anwesha Mukherjee, Soumya K Ghosh, Rajkumar Buyya

IEEE Transactions on Network Science and Engineering, IEEE, 2019


View all

Projects




SQLVAL!


https://github.com/shreyaghosh-2016/sqlval

Pages


Achievements

tcs award

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