Subrata Mitra

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 43

Top Topics

Video Analytics

Exploratory Data Analysis

Top Venues

USENIX Annual Technical Conference

Publications

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini
Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models. NSDI (2024)
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila
ScaleViz: Scaling Visualization Recommendation Models on Large Data. PAKDD (5) (2024)
Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
Reinforced Approximate Exploratory Data Analysis. AAAI (2023)
Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim, Ruiyi Zhang, Subrata Mitra, Ricardo Henao
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets. ACL (Findings) (2023)
Raunak Shah, Koyel Mukherjee, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Pravin Bhosale, Subrata Mitra
R2D2: Reducing Redundancy and Duplication in Data Lakes. CoRR (2023)
Raunak Shah, Koyel Mukherjee, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Pravin Bhosale, Subrata Mitra
R2D2: Reducing Redundancy and Duplication in Data Lakes. Proc. ACM Manag. Data 1 (4) (2023)
Shubham Agarwal, Gromit Yeuk-Yin Chan, Shaddy Garg, Tong Yu, Subrata Mitra
Fast Natural Language Based Data Exploration with Samples. SIGMOD Conference Companion (2023)
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
EVA: An End-to-End Exploratory Video Analytics System. DEEM@SIGMOD (2023)
Jaeho Bang, Gaurav Tarlok Kakkar, Pramod Chunduri, Subrata Mitra, Joy Arulraj
SEIDEN: Revisiting Query Processing in Video Database Systems. Proc. VLDB Endow. 16 (9) (2023)
Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das
Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning. ICDCS (2023)
Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Kumar Saini
Approximate Caching for Efficiently Serving Diffusion Models. CoRR (2023)
Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
Flash: Concept Drift Adaptation in Federated Learning. ICML (2023)
Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das
Analysis of Distributed Deep Learning in the Cloud. CoRR (2022)
Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
Reinforced Approximate Exploratory Data Analysis. CoRR (2022)
Rui Wang, Tong Yu, Handong Zhao, Sungchul Kim, Subrata Mitra, Ruiyi Zhang, Ricardo Henao
Few-Shot Class-Incremental Learning for Named Entity Recognition. ACL (1) (2022)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Correlated Stochastic Knapsack with a Submodular Objective. ESA (2022)
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
Conditional Generative Model Based Predicate-Aware Query Approximation. AAAI (2022)
Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
Efficient Insights Discovery through Conditional Generative Model based Query Approximation. SIGMOD Conference (2022)
Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients. ACM Trans. Sens. Networks 18 (1) (2022)
Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu
Root Cause Analysis of Failures in Microservices through Causal Discovery. NeurIPS (2022)
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
Electra: Conditional Generative Model based Predicate-Aware Query Approximation. CoRR (2022)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Correlated Stochastic Knapsack with a Submodular Objective. CoRR (2022)
Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX Annual Technical Conference (2021)
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
Scheduling ML training on unreliable spot instances. UCC Companion (2021)
Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra
Scheduling of Time-Varying Workloads Using Reinforcement Learning. AAAI (2021)
Piyush Bagad, Subrata Mitra, Sunny Dhamnani, Atanu R. Sinha, Raunak Gautam, Haresh Khanna
Data-Sharing Economy: Value-Addition from Data meets Privacy. WSDM (2021)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles. CoRR (2020)
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
ApproxDet: content and contention-aware approximate object detection for mobiles. SenSys (2020)
Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX Annual Technical Conference (2020)
Pradeep Dogga, Sandip Chakraborty, Subrata Mitra, Ravi Netravali
Edge-based Transcoding for Adaptive Live Video Streaming. HotEdge (2019)
Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi
ApproxNet: Content and Contention Aware Video Analytics System for the Edge. CoRR (2019)
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters. APSys (2019)
Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. USENIX Annual Technical Conference (2019)
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters. CoRR (2019)
Subrata Mitra, Ashis Kumar Chatterjee
Single-period newsvendor problem under random end-of-season demand. J. Oper. Res. Soc. 69 (7) (2018)
Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi
Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads. Middleware (2018)
Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi
VideoChef: Efficient Approximation for Streaming Video Processing Pipelines. USENIX Annual Technical Conference (2018)
Subrata Mitra
Newsvendor problem with clearance pricing. Eur. J. Oper. Res. 268 (1) (2018)
Subrata Mitra, Manish K. Gupta, Sasa Misailovic, Saurabh Bagchi
Phase-aware optimization in approximate computing. CGO (2017)
Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. Middleware (2017)
Subrata Mitra, Suhas Javagal, Amiya Kumar Maji, Todd Gamblin, Adam Moody, Stephen Lien Harrell, Saurabh Bagchi
A Study of Failures in Community Clusters: The Case of Conte. ISSRE Workshops (2016)
Subrata Mitra, Rajesh Krishna Panta, Moo-Ryong Ra, Saurabh Bagchi
Partial-parallel-repair (PPR): a distributed technique for repairing erasure coded storage. EuroSys (2016)
Tara E. Thomas, Anmol J. Bhattad, Subrata Mitra, Saurabh Bagchi
Sirius: Neural Network Based Probabilistic Assertions for Detecting Silent Data Corruption in Parallel Programs. SRDS (2016)
Subrata Mitra, Greg Bronevetsky, Suhas Javagal, Saurabh Bagchi
Dealing with the Unknown: Resilience to Prediction Errors. PACT (2015)
Arnab Raha, Subrata Mitra, Vijay Raghunathan, Sanjay Rao
VIDalizer: An energy efficient video streamer. WCNC (2015)
Amiya Kumar Maji, Subrata Mitra, Saurabh Bagchi
ICE: An Integrated Configuration Engine for Interference Mitigation in Cloud Services. ICAC (2015)
Arqum Mateen, Ashis Kumar Chatterjee, Subrata Mitra
VMI for single-vendor multi-retailer supply chains under stochastic demand. Comput. Ind. Eng. 79 (2015)
Subrata Mitra, Ignacio Laguna, Dong H. Ahn, Saurabh Bagchi, Martin Schulz, Todd Gamblin
Accurate application progress analysis for large-scale parallel debugging. PLDI (2014)
Amiya Kumar Maji, Subrata Mitra, Bowen Zhou, Saurabh Bagchi, Akshat Verma
Mitigating interference in cloud services by middleware reconfiguration. Middleware (2014)
Viswanathan Kodaganallur, Anup K. Sen, Subrata Mitra
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. Comput. Ind. Eng. 67 (2014)
Ignacio Laguna, Subrata Mitra, Fahad A. Arshad, Nawanol Theera-Ampornpunt, Zongyang Zhu, Saurabh Bagchi, Samuel P. Midkiff, Michael Kistler, Ahmed Gheith
Automatic Problem Localization via Multi-dimensional Metric Profiling. SRDS (2013)
Subrata Mitra
Comparing Static and Dynamic Policies for Vehicle Routing Problems with Backhauling and Dynamic Customer Demands. Int. J. Appl. Logist. 4 (2) (2013)
Kanad Basu, Subrata Mitra, Srishti Mukherjee, Weixun Wang
A Novel Approach for Handling Misbehaving Nodes in Behavior-Aware Mobile Networking CoRR (2012)
Subrata Mitra
Inventory management in a two-echelon closed-loop supply chain with correlated demands and returns. Comput. Ind. Eng. 62 (4) (2012)
Swaprava Nath, Subrata Mitra
Linear Antenna Array with Suppressed Sidelobe and Sideband Levels using Time Modulation CoRR (2012)
Subrata Mitra
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. Int. J. Appl. Logist. 2 (1) (2011)
Subrata Mitra
A parallel clustering technique for the vehicle routing problem with split deliveries and pickups. J. Oper. Res. Soc. 59 (11) (2008)
Subrata Mitra
An Algorithm for the generalized Vehicle Routing Problem with Backhauling. Asia Pac. J. Oper. Res. 22 (2) (2005)
Subrata Mitra, Ashis Kumar Chatterjee
Leveraging information in multi-echelon inventory systems. Eur. J. Oper. Res. 152 (1) (2004)
Nachum Dershowitz, Subrata Mitra
Jeopardy. RTA (1999)
Dipayan Gangopadhyay, Subrata Mitra
Design by Framework Completion. Autom. Softw. Eng. 3 (3/4) (1996)
Dipayan Gangopadhyay, Subrata Mitra
ObjChart: Tangible Specification of Reactive Object Behavior. ECOOP (1993)
Dipayan Gangopadhyay, Subrata Mitra
ObjChart-Builder: An Environment for Executing Visual Object Models. TOOLS (11) (1993)
Nachum Dershowitz, Subrata Mitra
Higher-Order and Semantic Unification. FSTTCS (1993)
Nachum Dershowitz, Subrata Mitra, G. Sivakumar
Decidable Matching for Convergent Systems (Preliminary Version). CADE (1992)
Nachum Dershowitz, Subrata Mitra
Path Orderings for Termination of Associative-Commutative Rewriting. CTRS (1992)
Subrata Mitra, G. Sivakumar
AC-Equation Solving. FSTTCS (1991)
Nachum Dershowitz, Subrata Mitra, G. Sivakumar
Equation Solving in Conditional AC-Theories. ALP (1990)
Navin Budhiraja, Subrata Mitra, Harish Karnick, Rajeev Sangal
Parsing Generalized Phrase Structure Grammar with Dynamic Expansion. IWPT (1989)