Aishwariya Chakraborty

Education

• Ph.D., Indian Institute of Technology Kharagpur, 2023
  Thesis: Resource Management in Democratized Edge-Cloud Networks for IoT Services
  Supervisor: Prof. Sudip Misra, Prof. Jhareswar Maity

• M.S., Indian Institute of Technology Kharagpur, 2019
  Thesis: QoS-Aware Sensors-as-a-Service in Sensor-cloud
  Supervisor: Prof. Sudip Misra

• B.Tech., West Bengal University of Technology, 2015
  Branch: Electronics and Communications Engineering
  Institute: Institute of Engineering and Management, Kolkata

Experience

• Research Scientist [2023 - Present]
  IBM India Research Labs

• Summer Research Intern [May - August 2022]
  IBM India Research Labs

• Research Fellow [2016 - 2018]
  Indian Institute of Technology Kharagpur

Publications

• [IEEE TPDS] R. Saha, S. Misra, A. Chakraborty, C. Chatterjee and P. K. Deb, "Data-Centric Client Selection for Federated Learning Over Distributed Edge Networks", IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 2, pp. 675-686, February 2023.

• [IEEE TGCN] A. Mondal, S. Misra, G. Das, and A. Chakraborty, "QoS-Aware Resource Allocation for Green Sensor-as-a-Service Provisioning in Vehicular Multi-Sensor-Cloud", IEEE Transactions on Green Communications and Networking, vol. 7, no. 1, pp. 224-233, March 2023.

• [IEEE TNSE] A. Chakraborty and S. Misra, "QoS-Aware Resource Bargaining for Federated Learning Over Edge Networks in Industrial IoT", IEEE Transactions on Network Science and Engineering, Early Access, pp. 1-10, September 2022. (Accepted)

• [IEEE TVT] D. Rajavel, A. Chakraborty, and S. Misra, "MobiTrust: Trust-Aware Pricing Scheme for Edge-Based Mobile Sensor-Cloud for Vehicular IoT", IEEE Transactions on Vehicular Technology, Early Access, pp. 1-11, June 2022. (Accepted)

• [IEEE TVT] A. Chakraborty, S. Misra, and J. Maiti, "Mobility-Aware Controller Orchestration in Multi-Tier Service-Oriented Architecture for IoT," IEEE Transactions on Vehicular Technology, Early Access, pp. 1-12, October 2021. (Accepted)

• [IEEE TCC] A. Mondal, S. Misra, and A. Chakraborty, "Dynamic Price-Enabled Strategic Energy Management Scheme in Cloud-Enabled Smart Grid," IEEE Transactions on Cloud Computing, Early Access, pp. 1-12, September 2021. (Accepted)

• [IEEE TGCN] D. Rajavel, A. Chakraborty, and S. Misra, "QoS-Aware Sensor Virtualization for Provisioning Green Sensors-as-a-Service", IEEE Transactions on Green Communications and Networking, Early Access, pp. 1-1, Apr. 2021. (Accepted)

• [IEEE SensorsJ] R. Saha, A. Chakraborty, S. Misra, and S. K. Das, "DLSense: Distributed Learning-based Smart Virtual Sensing for Precision Agriculture," IEEE Sensors Journal, vol. 21, no. 16, pp. 17556-17563, August 15, 2021.

• [IEEE ICC 2020] A. Chakraborty, S. Misra, A. Mondal, and M. S. Obaidat, "SensOrch: QoS-Aware Resource Orchestration for Provisioning Sensors-as-a-Service," in Proceedings of IEEE International Conference on Communications (ICC), Dublin, Ireland, Jun. 2020, pp. 1-6. DOI: 10.1109/ICC40277.2020.9148621

• [IEEE TSC] A. Chakraborty, S. Misra, and A. Mondal, "QUEST: A Service-Oriented Framework for QoS-Aware Hierarchical Management of Sensor-Cloud," IEEE Transactions on Services Computing, Early Access, pp. 1-12, Jul. 2020. DOI: 10.1109/TSC.2020.3011495.

• [IEEE TSC] S. Misra, R. Schober, and A. Chakraborty, "RACE: QoI-Aware Strategic Resource Allocation for Provisioning Se-aaS," IEEE Transactions on Services Computing, Early Access, pp. 1-12, Jun. 2020. DOI: 10.1109/TSC.2020.3001078.

• [IEEE TSC] S. Misra and A. Chakraborty, "QoS-Aware Dispersed Dynamic Mapping of Virtual Sensors in Sensor-Cloud," IEEE Transactions on Services Computing, Early Access, pp. 1-12, May 2019. DOI: 10.1109/TSC.2019.2917447.

• [IEEE TSC] A. Chakraborty, A. Mondal, A. Roy, and S. Misra, "Dynamic Trust Enforcing Pricing Scheme for Sensors-as-a-Service in Sensor-Cloud Infrastructure," IEEE Transactions on Services Computing, Early Access, pp. 1-12, Sept. 2018. DOI: 10.1109/TSC.2018.2873763.

• [IEEE GLOBECOM 2018] A. Mondal, S. Misra, and A. Chakraborty, "TROD: Throughput-Optimal Dynamic Data Traffic Management in Software-Defined Networks," in Proceedings of IEEE Global Communications Conference (GLOBECOM) Workshops: Software defined Networking for 5G Architecture in Smart Communities, Abu Dhabi, UAE, Dec. 2018, pp. 1-6. DOI: 10.1109/GLOCOMW.2018.8644398

• [IEEE WCNC 2018] A. Chakraborty, A. Mondal, and S. Misra, "Cache-Enabled Sensor-Cloud: The Economic Facet," in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Catalonia, Spain, Apr. 2018, pp. 1-6.

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