Parijat Dube

According to our database, Parijat Dube authored at least 86 papers between 2000 and 2023.

Collaborative distances:

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

2023

G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels.

John R. Kender, Parijat Dube, Zhengyang Han, Bishwaranjan Bhattacharjee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning.

Haoze He, Parijat Dube

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Runtime Prediction of Machine Learning Algorithms in Automl Systems.

Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma

Proceedings of the IEEE International Conference on Acoustics, 2023

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

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

Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level.

Mujahid Ali Quidwai, Chunhui Li, Parijat Dube

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches.

Haoze He, Parijat Dube

CoRR, 2022

G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning.

John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere

CoRR, 2022

2021

Using sequential drift detection to test the API economy.

Samuel Ackerman, Parijat Dube, Eitan Farchi

CoRR, 2021

Adversarial training in communication constrained federated learning.

Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma

CoRR, 2021

Machine Learning Model Drift Detection Via Weak Data Slices.

Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici

Proceedings of the 3rd IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2021

2020

Providing Performance Guarantees for Cloud-Deployed Applications.

Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang

IEEE Trans. Cloud Comput., 2020

Detection of data drift and outliers affecting machine learning model performance over time.

Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube

CoRR, 2020

Sequential Drift Detection in Deep Learning Classifiers.

Samuel Ackerman, Parijat Dube, Eitan Farchi

CoRR, 2020

Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures.

Ashish Verma, Christopher D. Carothers, K. R. Jayaram, Parijat Dube

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Improving the affordability of robustness training for DNNs.

Sidharth Gupta, Parijat Dube, Ashish Verma

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Improving Transferability of Deep Neural Networks.

Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill

Proceedings of the Domain Adaptation for Visual Understanding, 2020

2019

P2L: Predicting Transfer Learning for Images and Semantic Relations.

Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere

CoRR, 2019

AI Gauge: Runtime Estimation for Deep Learning in the Cloud.

Parijat Dube, Tonghoon Suk, Chen Wang

Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019

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

Proceedings of the 20th International Middleware Conference, 2019

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

Proceedings of the IEEE International Conference on Cloud Engineering, 2019

Automatic Labeling of Data for Transfer Learning.

Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Model-driven optimal resource scaling in cloud.

Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang

Softw. Syst. Model., 2018

Improving Transferability of Deep Neural Networks.

Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill

CoRR, 2018

Impact of System Resources on Performance of Deep Neural Network.

Parijat Dube, Zehra Sura

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

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

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

IBM Deep Learning Service.

Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yi Wang, Jian Ming Zhang, Li Zhang

IBM J. Res. Dev., 2017

Performance of natural language classifiers in a question-answering system.

Raimo Bakis, Daniel P. Connors, Parijat Dube, Pavan Kapanipathi, Abhishek Kumar, Dmitry Malioutov, Chitra Venkatramani

IBM J. Res. Dev., 2017

IBM Deep Learning Service.

Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yandong Wang, Jian Ming Zhang, Li Zhang

CoRR, 2017

2016

Autoscaling for Hadoop Clusters.

Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang

Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

2015

A Hardware/Software Approach for Database Query Acceleration with FPGAs.

Bharat Sukhwani, Mathew Thoennes, Hong Min, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger

Int. J. Parallel Program., 2015

The Unobservability Problem in Clouds.

Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Harsha Ellanti

Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Model-Driven Autoscaling for Hadoop Clusters.

Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang

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

A PaaS for composite analytics solutions.

Paula Austel, Han Chen, Parijat Dube, Thomas A. Mikalsen, Isabelle Rouvellou, Upendra Sharma, Ignacio Silva-Lepe, Revathi Subramanian, Wei Tan, Yandong Wang

Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

2014

Estimating life-time distribution by observing population continuously.

Hanhua Feng, Parijat Dube, Li Zhang

Perform. Evaluation, 2014

Database Analytics: A Reconfigurable-Computing Approach.

Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger

IEEE Micro, 2014

Bertrand equilibria and efficiency in markets for congestible network services.

Parijat Dube, Rahul Jain

Autom., 2014

Simulation based analytics for efficient planning and management in multimodal freight transportation industry.

Parijat Dube, João P. M. Gonçalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman

Proceedings of the 2014 Winter Simulation Conference, 2014

Run-time performance optimization of a BigData query language.

Yanbin Liu, Parijat Dube, Scott C. Gray

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Modeling the Impact of Workload on Cloud Resource Scaling.

Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Adaptive, Model-driven Autoscaling for Cloud Applications.

Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang

Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013

Large Payload Streaming Database Sort and Projection on FPGAs.

Bharat Sukhwani, Mathew Thoennes, Hong Min, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger

Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Accelerating Join Operation for Relational Databases with FPGAs.

Robert J. Halstead, Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Sameh W. Asaad, Balakrishna Iyer

Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

2012

Experiences in building and scaling an enterprise application on multicore systems.

Seetharami Seelam, Yanbin Liu, Parijat Dube, Megumi Ito, Deniz Binay, Michael Dawson, Pramod Nagaraja, Graeme Johnson, Liana Fong, Michel Hack, Xiaoqiao Meng, Yuqing Gao, Li Zhang

Concurr. Comput. Pract. Exp., 2012

SUITS: How to make a global IT service provider sustainable?

Parijat Dube, Genady Grabarnik, Larisa Shwartz

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads.

Xavier Guerin, Wei Tan, Yanbin Liu, Seetharami Seelam, Parijat Dube

Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Performance Modeling and Characterization of Large Last Level Caches.

Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens

Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Database analytics acceleration using FPGAs.

Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Balakrishna Iyer, Bernard Brezzo, Donna Dillenberger, Sameh W. Asaad

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011

On estimation problems for the G/G/∞ Queue.

Hanhua Feng, Parijat Dube, Li Zhang

SIGMETRICS Perform. Evaluation Rev., 2011

Identification and approximations for systems with multi-stage workflows.

Parijat Dube, Jian Tan, Li Zhang

Proceedings of the Winter Simulation Conference 2011, 2011

A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions.

Parijat Dube, Seetharami Seelam, Yanbin Liu, Megumi Ito, Thomas Ling, Michel Hack, Liana Fong, Graeme Johnson, Michael Dawson, Li Zhang, Yuqing Gao

Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

A Hybrid Approach for Large Cache Performance Studies.

David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang

Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

Scalability analysis of enterprise javaworkloads on a multi-core system.

Xavier Guerin, Yanbin Liu, Parijat Dube, Seetharami Seelam, Pierre-Andre Paumelle

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

Exploiting Resource Usage Patterns for Better Utilization Prediction.

Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang

Proceedings of the 31st IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2011 Workshops), 2011

2010

Performance of large low-associativity caches.

Parijat Dube, Li Zhang, David Daly, Alan Bivens

SIGMETRICS Perform. Evaluation Rev., 2010

Resiliency of distributed clock synchronization networks.

Parijat Dube, Li Zhang

SIGMETRICS Perform. Evaluation Rev., 2010

Streaming workload generator for testing Billing Mediation Platform in telecom industry.

Eric Bouillet, Parijat Dube

Proceedings of the 2010 Winter Simulation Conference, 2010

DiffServ pricing games in multi-class queueing network models.

Parijat Dube, Rahul Jain

Proceedings of the 22nd International Teletraffic Congress, 2010

Program behavior characterization in large memory systems.

Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2010

2009

Queueing game models for differentiated services.

Parijat Dube, Rahul Jain

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Bertrand games between multi-class queues.

Parijat Dube, Rahul Jain

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Harmony: Holistic messaging middleware for event-driven systems.

Parijat Dube, Nagui Halim, Kyriakos Karenos, Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy, Dimitrios E. Pendarakis, Hao Yang

IBM Syst. J., 2008

Distributed multi-layered workload synthesis for testing stream processing systems.

Eric Bouillet, Parijat Dube, David George, Zhen Liu, Dimitrios E. Pendarakis, Li Zhang

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

N-player Bertrand-Cournot games in queues: Existence of equilibrium.

Parijat Dube, Rahul Jain

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

Capacity planning, quality of service and price wars.

Parijat Dube, Corinne Touati, Laura Wynter

SIGMETRICS Perform. Evaluation Rev., 2007

Competitive equilibrium in e-commerce: Pricing and outsourcing.

Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia

Comput. Oper. Res., 2007

Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments.

Parijat Dube, Hao Yu, Li Zhang, José E. Moreira

Proceedings of the 15th International Symposium on Modeling, 2007

Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments.

Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Scalability of the Nutch search engine.

José E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang

Proceedings of the 21th Annual International Conference on Supercomputing, 2007

2006

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

Proceedings of the Winter Simulation Conference WSC 2006, 2006

A Real-Time Yield Management Framework for E-Services.

Parijat Dube, Yezekael Hayel

Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

2005

Performance analysis of AIMD mechanisms over a multi-state Markovian path.

Eitan Altman, Konstantin Avrachenkov, Chadi Barakat, Parijat Dube

Comput. Networks, 2005

Scaling Laws of Sampled Data and Many-to-One Capacity of Sensor Networks on Closed Surfaces.

Akshay Kashyap, Cathy H. Xia, Zhen Liu, Parijat Dube

Proceedings of the 2005 International Conference on Wireless Networks, 2005

Last mile problem in overlay design.

Parijat Dube, Zhen Liu, Sambit Sahu, Jeremy Silber

Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004

Performance Planning, Quality-of-Service, and Pricing under Competition.

Corinne Touati, Parijat Dube, Laura Wynter

Proceedings of the NETWORKING 2004, 2004

Analysis of a Yield Managementmodel for on Demand Computing Centers.

Yezekael Hayel, Laura Wynter, Parijat Dube

Proceedings of the Building The E-Service Society: E-Commerce, 2004

2003

Queueing and Fluid Analysis of Partial Message Discarding Policy.

Parijat Dube, Eitan Altman

Queueing Syst. Theory Appl., 2003

On loss probabilities in presence of redundant packets with random drop.

Parijat Dube, Omar Ait-Hellal, Eitan Altman

Perform. Evaluation, 2003

Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source.

Parijat Dube, Eitan Altman

Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand.

Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

Utility Analysis of Simple FEC Schemes for VoIP.

Parijat Dube, Eitan Altman

Proceedings of the NETWORKING 2002, 2002

Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing.

Parijat Dube, Vivek S. Borkar, D. Manjunath

Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Fluid Analysis of Early Message Discarding Policy under Heavy Traffic.

Parijat Dube, Eitan Altman

Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Queueing analysis of early message discard policy.

Parijat Dube, Eitan Altman

Proceedings of the IEEE International Conference on Communications, 2002

2000

Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint.

Natwar Modani, Parijat Dube, Anurag Kumar

Proceedings of the Proceedings IEEE INFOCOM 2000, 2000