Subrata Mitra

According to our database, Subrata Mitra authored at least 69 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Visual Prompting in Multimodal Large Language Models: A Survey.

Junda Wu, Zhehao Zhang, Yu Xia, Xintong Li, Zhaoyang Xia, Aaron Chang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ruiyi Zhang, Subrata Mitra, Dimitris N. Metaxas, Lina Yao, Jingbo Shang, Julian J. McAuley

CoRR, 2024

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback.

Ryan Aponte, Ryan A. Rossi, Shunan Guo, Franck Dernoncourt, Tong Yu, Xiang Chen, Subrata Mitra, Nedim Lipka

CoRR, 2024

ScaleViz: Scaling Visualization Recommendation Models on Large Data.

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models.

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning.

Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories.

Chen-Yi Lu, Shubham Agarwal, Md Mehrab Tanjim, Kanak Mahadik, Anup B. Rao, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Somali Chaterji

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

R2D2: Reducing Redundancy and Duplication in Data Lakes.

Raunak Shah, Koyel Mukherjee, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Pravin Bhosale, Subrata Mitra

Proc. ACM Manag. Data, December, 2023

SEIDEN: Revisiting Query Processing in Video Database Systems.

Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri, Subrata Mitra, Joy Arulraj

Proc. VLDB Endow., 2023

Approximate Caching for Efficiently Serving Diffusion Models.

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini

CoRR, 2023

Fast Natural Language Based Data Exploration with Samples.

Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Flash: Concept Drift Adaptation in Federated Learning.

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

Proceedings of the International Conference on Machine Learning, 2023

Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning.

Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

EVA: An End-to-End Exploratory Video Analytics System.

Gaurav Tarlok Kakkar, Jiashen Cao, Pramod Chunduri, Zhuangdi Xu, Suryatej Reddy Vyalla, Prashanth Dintyala, Anirudh Prabakaran, Jaeho Bang, Aubhro Sengupta, Kaushik Ravichandran, Ishwarya Sivakumar, Aryan Rajoria, Ashmita Raju, Tushar Aggarwal, Abdullah Shah, Sanjana Garg, Shashank Suman, Myna Prasanna Kalluraya, Subrata Mitra, Ali Payani, Yao Lu, Umakishore Ramachandran, Joy Arulraj

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.

Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra, Ricardo Henao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Reinforced Approximate Exploratory Data Analysis.

Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients.

Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi

ACM Trans. Sens. Networks, 2022

Analysis of Distributed Deep Learning in the Cloud.

Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das

CoRR, 2022

Electra: Conditional Generative Model based Predicate-Aware Query Approximation.

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri

CoRR, 2022

Efficient Insights Discovery through Conditional Generative Model based Query Approximation.

Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Root Cause Analysis of Failures in Microservices through Causal Discovery.

Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Correlated Stochastic Knapsack with a Submodular Objective.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the 30th Annual European Symposium on Algorithms, 2022

Few-Shot Class-Incremental Learning for Named Entity Recognition.

Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Conditional Generative Model Based Predicate-Aware Query Approximation.

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Data-Sharing Economy: Value-Addition from Data meets Privacy.

Piyush Bagad, Subrata Mitra, Sunny Dhamnani, Atanu R. Sinha, Raunak Gautam, Haresh Khanna

Proceedings of the WSDM '21, 2021

SONIC: Application-aware Data Passing for Chained Serverless Applications.

Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Scheduling ML training on unreliable spot instances.

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Scheduling of Time-Varying Workloads Using Reinforcement Learning.

Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.

Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

ApproxDet: content and contention-aware approximate object detection for mobiles.

Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

2019

ApproxNet: Content and Contention Aware Video Analytics System for the Edge.

Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi

CoRR, 2019

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

Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Edge-based Transcoding for Adaptive Live Video Streaming.

Pradeep Dogga, Sandip Chakraborty, Subrata Mitra, Ravi Netravali

Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters.

Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha

Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems, 2019

2018

Single-period newsvendor problem under random end-of-season demand.

Subrata Mitra, Ashis Kumar Chatterjee

J. Oper. Res. Soc., 2018

Newsvendor problem with clearance pricing.

Subrata Mitra

Eur. J. Oper. Res., 2018

VideoChef: Efficient Approximation for Streaming Video Processing Pipelines.

Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

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

Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi

Proceedings of the 19th International Middleware Conference, 2018

2017

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

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Phase-aware optimization in approximate computing.

Subrata Mitra, Manish K. Gupta, Sasa Misailovic, Saurabh Bagchi

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017

2016

What broke where for distributed and parallel applications - a whodunit story

Subrata Mitra

PhD thesis, 2016

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

Tara E. Thomas, Anmol J. Bhattad, Subrata Mitra, Saurabh Bagchi

Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016

A Study of Failures in Community Clusters: The Case of Conte.

Subrata Mitra, Suhas Javagal, Amiya Kumar Maji, Todd Gamblin, Adam Moody, Stephen Lien Harrell, Saurabh Bagchi

Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

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

Subrata Mitra, Rajesh Krishna Panta, Moo-Ryong Ra, Saurabh Bagchi

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

VMI for single-vendor multi-retailer supply chains under stochastic demand.

Arqum Mateen, Ashis Kumar Chatterjee, Subrata Mitra

Comput. Ind. Eng., 2015

VIDalizer: An energy efficient video streamer.

Arnab Raha, Subrata Mitra, Vijay Raghunathan, Sanjay G. Rao

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

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

Amiya Kumar Maji, Subrata Mitra, Saurabh Bagchi

Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Dealing with the Unknown: Resilience to Prediction Errors.

Subrata Mitra, Greg Bronevetsky, Suhas Javagal, Saurabh Bagchi

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014

Application of graph search and genetic algorithms for the single machine scheduling problem with sequence-dependent setup times and quadratic penalty function of completion times.

Viswanathan Kodaganallur, Anup K. Sen, Subrata Mitra

Comput. Ind. Eng., 2014

Accurate application progress analysis for large-scale parallel debugging.

Subrata Mitra, Ignacio Laguna, Dong H. Ahn, Saurabh Bagchi, Martin Schulz, Todd Gamblin

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Mitigating interference in cloud services by middleware reconfiguration.

Amiya Kumar Maji, Subrata Mitra, Bowen Zhou, Saurabh Bagchi, Akshat Verma

Proceedings of the 15th International Middleware Conference, 2014

2013

Comparing Static and Dynamic Policies for Vehicle Routing Problems with Backhauling and Dynamic Customer Demands.

Subrata Mitra

Int. J. Appl. Logist., 2013

Automatic Problem Localization via Multi-dimensional Metric Profiling.

Ignacio Laguna, Subrata Mitra, Fahad A. Arshad, Nawanol Theera-Ampornpunt, Zongyang Zhu, Saurabh Bagchi, Samuel P. Midkiff, Michael Kistler, Ahmed Gheith

Proceedings of the IEEE 32nd Symposium on Reliable Distributed Systems, 2013

2012

A Novel Approach for Handling Misbehaving Nodes in Behavior-Aware Mobile Networking

Kanad Basu, Subrata Mitra, Srishti Mukherjee, Weixun Wang

CoRR, 2012

Linear Antenna Array with Suppressed Sidelobe and Sideband Levels using Time Modulation

Swaprava Nath, Subrata Mitra

CoRR, 2012

Inventory management in a two-echelon closed-loop supply chain with correlated demands and returns.

Subrata Mitra

Comput. Ind. Eng., 2012

2011

The 2008 Survey of Indian Third-Party Logistics (3PL) Service Providers: Comparisons with the 2004 Survey of Indian 3PLs and 2006 Survey of North American 3PLs.

Subrata Mitra

Int. J. Appl. Logist., 2011

2008

A parallel clustering technique for the vehicle routing problem with split deliveries and pickups.

Subrata Mitra

J. Oper. Res. Soc., 2008

2005

An Algorithm for the generalized Vehicle Routing Problem with Backhauling.

Subrata Mitra

Asia Pac. J. Oper. Res., 2005

2004

Leveraging information in multi-echelon inventory systems.

Subrata Mitra, Ashis Kumar Chatterjee

Eur. J. Oper. Res., 2004

1999

Jeopardy.

Nachum Dershowitz, Subrata Mitra

Proceedings of the Rewriting Techniques and Applications, 10th International Conference, 1999

1996

Design by Framework Completion.

Dipayan Gangopadhyay, Subrata Mitra

Autom. Softw. Eng., 1996

1993

ObjChart-Builder: An Environment for Executing Visual Object Models.

Dipayan Gangopadhyay, Subrata Mitra

Proceedings of the TOOLS 1993: 11th International Conference on Technology of Object-Oriented Languages and Systems, 1993

Higher-Order and Semantic Unification.

Nachum Dershowitz, Subrata Mitra

Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1993

ObjChart: Tangible Specification of Reactive Object Behavior.

Dipayan Gangopadhyay, Subrata Mitra

Proceedings of the ECOOP'93, 1993

1992

Path Orderings for Termination of Associative-Commutative Rewriting.

Nachum Dershowitz, Subrata Mitra

Proceedings of the Conditional Term Rewriting Systems, Third International Workshop, 1992

Decidable Matching for Convergent Systems (Preliminary Version).

Nachum Dershowitz, Subrata Mitra, G. Sivakumar

Proceedings of the Automated Deduction, 1992

1991

AC-Equation Solving.

Subrata Mitra, G. Sivakumar

Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1991

1990

Equation Solving in Conditional AC-Theories.

Nachum Dershowitz, Subrata Mitra, G. Sivakumar

Proceedings of the Algebraic and Logic Programming, 1990

1989

Parsing Generalized Phrase Structure Grammar with Dynamic Expansion.

Navin Budhiraja, Subrata Mitra, Harish Karnick, Rajeev Sangal

Proceedings of the First International Workshop on Parsing Technologies, 1989