Subrata Mitra

Senior Research Scientist


Subrata is a Research Scientist at Adobe Research, Bangalore, India. His research interests span the areas of cloud computing, distributed / big-data processing systems and machine learning.

He obtained his Ph.D. in Computer Engineering from Purdue University, West Lafayette.
Prior to Adobe Research, he worked at Intel and Synopsys on new product development and interned at Microsoft Research, AT&T Research and Lawrence Livermore National Labs.

In following program committees:

2022: USENIX ATC, ACM Middleware, AAAI, COMSNET.

Personal webpage (more updated): here.
Google Scholar: here.
DBLP: here.
Email: <first_name>.<last_name>



Reinforced approximate exploratory data analysis

Garg, S., Mitra, S., Yu, T., Gadhia, Y., Kashettiwar, A. (Jun. 23, 2023)

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Seiden: Revisiting Query Processing in Video Database Systems

Bang, J., Kakkar, G., Chunduri, P., Mitra, S., Arulraj, J. (Jan. 5, 2023)

Proceedings of the VLDB Endowment (VLDB)

Root Cause Analysis of Failures in Microservices through Causal Discovery

Ikram, A., Chakraborty, S., Mitra, S., Saini, S., Bagchi, S., Kocaoglu, M. (Dec. 16, 2022)

Advances in Neural Information Processing Systems (Neurips)

Correlated Stochastic Knapsack with a Submodular Objective

Yang, S., Khuller, S., Choudhary, S., Mitra, S., Mahadik, K. (Sep. 1, 2022)

European Symposium on Algorithms (ESA)

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 ML Training on Unreliable Spot Instances

Yang, S., Khuller, S., Choudhary, S., Mitra, S., Mahadik, K. (Dec. 1, 2021)

IEEE/ACM International Conference on Utility and Cloud Computing Companion

SONIC: Application-aware Data Passing for Chained Serverless Applications

Mahgoub, A., Shankar, K., Mitra, S., Klimovic, A., Chaterji, S., Bagchi, S. (Jul. 1, 2021)

USENIX Annual Technical Conference (ATC)

Scheduling of Time-Varying Workloads using Reinforcement Learning

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

35th AAAI Conference on Artificial Intelligence (AAAI)

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud

Mahgoub, A., Medoff, A., Kumar, R., Mitra, S., Klimovic, A., Chaterji, S., Bagchi, S. (Jul. 1, 2020)

USENIX Annual Technical Conference (ATC)

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)

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)

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)

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)