Nikhil Sheoran

Research Associate

Bangalore

Nikhil joined the BigData Experience Lab of Adobe Research in June 2018. He also interned at Adobe during Summer 2017 where he worked on Deconstructing and Denominating Customer Experience using Clickstream-data.

Nikhil completed his B.Tech in Computer Science and Engineering from Indian Institute of Technology Roorkee. His B.Tech project was on Distributed Storage network with Smart-contract incentivisation. His technical interests includes Computer Systems and Networks. His current work at the lab revolves around ML-driven system optimization.

Publications

Scheduling of Time-Varying Workloads using Reinforcement Learning

Mondal, S., Sheoran, N., Mitra, S. (Feb. 9, 2021)

35th AAAI Conference on Artificial Intelligence (AAAI)

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters

Mitra, S., Mondal, S., Sheoran, N., Dhake, N., Nehra, R., Simha, R. (Aug. 19, 2019)

Proceedings of ACM/SIGOPS Asia-Pacific Workshop on Systems (APSys)

Surveys Without Questions: A Reinforcement Learning Approach

Sinha, A., Jain, D., Sheoran, N., Khosla, S., Sasidharan, R. (Jan. 27, 2019)

33rd AAAI Conference on Artificial Intelligence (AAAI)

Measurement of Users’ Experience on Online Platforms from Their Behavior Logs

Jain, D., Sinha, A., Gupta, D., Sheoran, N., Khosla, S. (Jun. 19, 2018)

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)