| 2023 | EMNLP | Towards large language model-based personal agents in the enterprise: Current trends and open problems. | Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube |
| 2023 | ICASSP | Runtime Prediction of Machine Learning Algorithms in Automl Systems. | Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma |
| 2020 | CVPR | P2L: Predicting Transfer Learning for Images and Semantic Relations. | Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson |
| 2020 | CVPR | Improving the affordability of robustness training for DNNs. | Sidharth Gupta, Parijat Dube, Ashish Verma |
| 2019 | CVPR | Automatic Labeling of Data for Transfer Learning. | Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere |
| 2019 | IC2E | ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. | Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum |
| 2019 | Middleware | FfDL: A Flexible Multi-tenant Deep Learning Platform. | K. R. Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser N. Tantawi, Archit Verma, Falk Pollok, Rania Khalaf |
| 2019 | SBAC-PAD | AI Gauge: Runtime Estimation for Deep Learning in the Cloud. | Parijat Dube, Tonghoon Suk, Chen Wang |
| 2018 | AISTATS | Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD. | Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, Parijat Dube, Priya Nagpurkar |
| 2018 | DSN | Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. | Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma |
| 2018 | ISPASS | Impact of System Resources on Performance of Deep Neural Network. | Parijat Dube, Zehra Sura |
| 2016 | IC2E | Autoscaling for Hadoop Clusters. | Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang |
| 2014 | WSC | Simulation based analytics for efficient planning and management in multimodal freight transportation industry. | Parijat Dube, Joo P. M. Gonalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman |
| 2014 | SBAC-PAD | Modeling the Impact of Workload on Cloud Resource Scaling. | Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang |
| 2013 | FCCM | Accelerating Join Operation for Relational Databases with FPGAs. | Robert J. Halstead, Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Sameh W. Asaad, Balakrishna Iyer |
| 2013 | SBAC-PAD | Large Payload Streaming Database Sort and Projection on FPGAs. | Bharat Sukhwani, Mathew Thoennes, Hong Min, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger |
| 2012 | ISPASS | Performance modeling and characterization of large last level caches. | Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens |
| 2012 | MASCOTS | Performance Modeling and Characterization of Large Last Level Caches. | Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens |
| 2012 | MASCOTS | Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads. | Xavier Guerin, Wei Tan, Yanbin Liu, Seetharami Seelam, Parijat Dube |
| 2012 | NOMS | SUITS: How to make a global IT service provider sustainable? | Parijat Dube, Genady Grabarnik, Larisa Shwartz |
| 2011 | WSC | Identification and approximations for systems with multi-stage workflows. | Parijat Dube, Jian Tan, Li Zhang |
| 2010 | ISPASS | Program behavior characterization in large memory systems. | Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens |
| 2010 | WSC | Streaming workload generator for testing Billing Mediation Platform in telecom industry. | Eric Bouillet, Parijat Dube |
| 2008 | WSC | Distributed multi-layered workload synthesis for testing stream processing systems. | Eric Bouillet, Parijat Dube, David George, Zhen Liu, Dimitrios E. Pendarakis, Li Zhang |
| 2007 | ICS | Scalability of the Nutch search engine. | Jos E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang |
| 2007 | MASCOTS | Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. | Parijat Dube, Hao Yu, Li Zhang, Jos E. Moreira |
| 2006 | WSC | SWORD: scalable and flexible workload generator for distributed data processing systems. | Kay S. Anderson, Joseph P. Bigus, Eric Bouillet, Parijat Dube, Nagui Halim, Zhen Liu, Dimitrios E. Pendarakis |
| 2005 | GLOBECOM | Last mile problem in overlay design. | Parijat Dube, Zhen Liu, Sambit Sahu, Jeremy Silber |
| 2004 | Networking | Performance Planning, Quality-of-Service, and Pricing under Competition. | Corinne Touati, Parijat Dube, Laura Wynter |
| 2003 | INFOCOM | Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source. | Parijat Dube, Eitan Altman |
| 2002 | INFOCOM | Fluid Analysis of Early Message Discarding Policy under Heavy Traffic. | Parijat Dube, Eitan Altman |
| 2002 | INFOCOM | Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing. | Parijat Dube, Vivek S. Borkar, D. Manjunath |
| 2002 | Networking | Utility Analysis of Simple FEC Schemes for VoIP. | Parijat Dube, Eitan Altman |
| 2002 | Networking | On Loss Probabilities in Presence of Redundant Packets with Random Drop. | Parijat Dube, Omar Ait-Hellal, Eitan Altman |
| 2000 | INFOCOM | Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint. | Natwar Modani, Parijat Dube, Anurag Kumar |