Subrata is a Research Scientist at Adobe Research, Bangalore, India. His research interests span the areas of distributed systems, machine learning, high performance computing and mobile systems.

He has a Ph.D. in Computer Engineering from Purdue University, West Lafayette.

More details can be found in his personal webpage here.


Efficient Insights Discovery through Conditional Generative Model based Query Approximation

Porwal, V., Mitra, S., Du, F., Anderson, J., Sheoran, N., Rao, A., Mai, T., Kowshik, G., Nair, S., Arora, S., Mahapatra, S. (Jun. 12, 2022)

International Conference on Management of Data (SIGMOD)

Conditional Generative Model based Predicate-Aware Query Approximation

Sheoran, N., Mitra, S., Porwal, V., Ghetia, S., Varshney, J., Mai, T., Rao, A., Maddukuri, V. (Feb. 22, 2022)

AAAI Conference on Artificial Intelligence

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)

Edge-based Transcoding for Adaptive Live Video Streaming

Dogga, P., Chakraborty, S., Mitra, S., Netravali, R. (Jul. 1, 2019)

USENIX Workshop on Hot Topics in Edge Computing (HotEdge)

SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workload

Mahgoub, A., Wood, P., Medoff, A., Mitra, S., Meyer, F., Chaterji, S., Bagchi, S. (Jul. 1, 2019)

USENIX Annual Technical Conference (ATC)

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads

Xu, R., Mitra, S., Rahman, J., Bai, P., Zhou, B., Bronevetsky, G., Bagchi, S. (Dec. 10, 2018)

In the Proceedings of the 19th ACM International Middleware Conference (Middleware 2018)

VideoChef: Efficient Approximation for Streaming Video Processing Pipelines

Xu, R., Koo, J., Kumar, R., Bai, P., Mitra, S., Misailovic, S., Bagchi, S. (Apr. 23, 2018)

In the Proceedings of USENIX Annual Technical Conference (USENIX ATC)

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads

Mahgoub, A., Wood, P., Ganesh, S., Mitra, S., Gerlach, W., Harrison, T., Meyer, F., Grama, A., Bagchi, S., Chaterji, S. (Dec. 11, 2017)

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference (Middleware '17)

Phase-Aware Optimization in Approximate Computing

Mitra, S., Gupta, M., Misailovic, S., Bagchi, S. (Feb. 4, 2017)

In the Proceedings of the 2017 International Symposium on Code Generation and Optimization (CGO)

Sirius: Neural Network Based Probabilistic Assertions for Detecting Silent Data Corruption in Parallel Programs

Thomas, T., Bhattad, A., Mitra, S., Bagchi, S. (Sep. 26, 2016)

In the Proceedings of 35th Symposium on Reliable Distributed Systems (SRDS)

Partial-parallel-repair (PPR): a distributed technique for repairing erasure coded storage

Mitra, S., Panta, R., Ra, M., Bagchi, S. (Apr. 18, 2016)

In Proceedings of the Eleventh European Conference on Computer Systems (Eurosys-2016)

Dealing with the Unknown: Resilience to Prediction Errors

Mitra, S., Bronevetsky, G., Javagal, S., Bagchi, S. (Oct. 18, 2015)

In Proceedings of the 2015 International Conference on Parallel Architecture and Compilation (PACT)

ICE: An Integrated Configuration Engine for Interference Mitigation in Cloud Services

Maji, A., Mitra, S., Bagchi, S. (Jul. 7, 2015)

In the Proceedings of International Conference on Autonomic Computing (ICAC)

VIDalizer: An Energy Efficient Video Streamer

Raha, A., Mitra, S., Raghunathan, V., Rao, S. (Mar. 9, 2015)

In the Proceedings of Wireless Communications and Networking Conference (WCNC)

Mitigating Interference in Cloud Services by Middleware Reconfiguration

Maji, A., Mitra, S., Zhou, B., Bagchi, S., Verma, A. (Dec. 8, 2014)

In the Proceedings of the 15th International Middleware Conference (Middleware)

Accurate application progress analysis for large-scale parallel debugging

Mitra, S., Laguna, I., Ahn, D., Bagchi, S., Schulz, M., Gamblin, T. (Jun. 9, 2014)

In Proceedings of the 35th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)

Automatic Problem Localization via Multi-dimensional Metric Profiling

Laguna, I., Mitra, S., Arshad, F., Theera-Ampornpunt, N., Zhu, Z., Bagchi, S., Midkiff, S., Kistler, M., Gheith, A. (Sep. 30, 2013)

In the Proceedings of 32nd International Symposium on Reliable Distributed Systems (SRDS)