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
Shreya Ghosh, Soumya K Ghosh
2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE, 2020, pp. 893--897
Shreya Ghosh, Soumya K Ghosh, Rajkumar Buyya
Journal of Network and Computer Applications, vol. 164, Elsevier, 2020, p. 102692
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
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