Parijat Dube

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 38

Top Topics

Stochastic Gradient Descent

Learning Platform

Lifecycle Management

Top Venues

IBM J. Res. Dev.

Publications

Suriya Prakash Jambunathan, Ashwath Shankarnarayan, Parijat Dube
ConvNLP: Image-based AI Text Detection. CoRR (2024)
Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma
Runtime Prediction of Machine Learning Algorithms in Automl Systems. ICASSP (2023)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) (2023)
Haoze He, Parijat Dube
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. ICCV (Workshops) (2023)
John R. Kender, Parijat Dube, Zhengyang Han, Bishwaranjan Bhattacharjee
G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels. ICCV (Workshops) (2023)
Mujahid Ali Quidwai, Chunhui Li, Parijat Dube
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level. BEA@ACL (2023)
Mujahid Ali Quidwai, Chunhui Li, Parijat Dube
Beyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level. CoRR (2023)
Haoze He, Parijat Dube
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. CoRR (2022)
Haoze He, Parijat Dube
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning. CoRR (2022)
John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere
G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning. CoRR (2022)
Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma
Adversarial training in communication constrained federated learning. CoRR (2021)
Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
Machine Learning Model Drift Detection Via Weak Data Slices. CoRR (2021)
Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici
Machine Learning Model Drift Detection Via Weak Data Slices. DeepTest@ICSE (2021)
Samuel Ackerman, Parijat Dube, Eitan Farchi
Using sequential drift detection to test the API economy. CoRR (2021)
Ashish Verma, Christopher D. Carothers, K. R. Jayaram, Parijat Dube
Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures. IPDPS Workshops (2020)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Providing Performance Guarantees for Cloud-Deployed Applications. IEEE Trans. Cloud Comput. 8 (1) (2020)
Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
P2L: Predicting Transfer Learning for Images and Semantic Relations. CVPR Workshops (2020)
Sidharth Gupta, Parijat Dube, Ashish Verma
Improving the affordability of robustness training for DNNs. CoRR (2020)
Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube
Detection of data drift and outliers affecting machine learning model performance over time. CoRR (2020)
Sidharth Gupta, Parijat Dube, Ashish Verma
Improving the affordability of robustness training for DNNs. CVPR Workshops (2020)
Samuel Ackerman, Parijat Dube, Eitan Farchi
Sequential Drift Detection in Deep Learning Classifiers. CoRR (2020)
Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum
ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. IC2E (2019)
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
FfDL : A Flexible Multi-tenant Deep Learning Platform. CoRR (2019)
Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere
Automatic Labeling of Data for Transfer Learning. CVPR Workshops (2019)
Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere
P2L: Predicting Transfer Learning for Images and Semantic Relations. CoRR (2019)
Parijat Dube, Tonghoon Suk, Chen Wang
AI Gauge: Runtime Estimation for Deep Learning in the Cloud. SBAC-PAD (2019)
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
FfDL: A Flexible Multi-tenant Deep Learning Platform. Middleware (2019)
Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill
Improving Transferability of Deep Neural Networks. CoRR (2018)
Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, Parijat Dube, Priya Nagpurkar
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD. AISTATS (2018)
Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. CoRR (2018)
Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. DSN Workshops (2018)
Parijat Dube, Zehra Sura
Impact of System Resources on Performance of Deep Neural Network. ISPASS (2018)
Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh, Parijat Dube, Priya Nagpurkar
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD. CoRR (2018)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Model-driven optimal resource scaling in cloud. Softw. Syst. Model. 17 (2) (2018)
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
IBM Deep Learning Service. CoRR (2017)
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 Deep Learning Service. IBM J. Res. Dev. 61 (4-5) (2017)
Raimo Bakis, Daniel P. Connors, Parijat Dube, Pavan Kapanipathi, Abhishek Kumar, Dmitry Malioutov, Chitra Venkatramani
Performance of natural language classifiers in a question-answering system. IBM J. Res. Dev. 61 (4-5) (2017)
Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang
Autoscaling for Hadoop Clusters. IC2E (2016)
Bharat Sukhwani, Mathew Thoennes, Hong Min, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger
A Hardware/Software Approach for Database Query Acceleration with FPGAs. Int. J. Parallel Program. 43 (6) (2015)
Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang
Model-Driven Autoscaling for Hadoop Clusters. ICAC (2015)
Paula Austel, Han Chen, Parijat Dube, Thomas A. Mikalsen, Isabelle Rouvellou, Upendra Sharma, Ignacio Silva-Lepe, Revathi Subramanian, Wei Tan, Yandong Wang
A PaaS for composite analytics solutions. Conf. Computing Frontiers (2015)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Harsha Ellanti
The Unobservability Problem in Clouds. ICCAC (2015)
Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger
Database Analytics: A Reconfigurable-Computing Approach. IEEE Micro 34 (1) (2014)
Parijat Dube, Rahul Jain
Bertrand equilibria and efficiency in markets for congestible network services. Autom. 50 (3) (2014)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Modeling the Impact of Workload on Cloud Resource Scaling. SBAC-PAD (2014)
Parijat Dube, João P. M. Gonçalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman
Simulation based analytics for efficient planning and management in multimodal freight transportation industry. WSC (2014)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Adaptive, Model-driven Autoscaling for Cloud Applications. ICAC (2014)
Hanhua Feng, Parijat Dube, Li Zhang
Estimating life-time distribution by observing population continuously. Perform. Evaluation 79 (2014)
Yanbin Liu, Parijat Dube, Scott C. Gray
Run-time performance optimization of a BigData query language. ICPE (2014)
Bharat Sukhwani, Mathew Thoennes, Hong Min, Parijat Dube, Bernard Brezzo, Sameh W. Asaad, Donna Dillenberger
Large Payload Streaming Database Sort and Projection on FPGAs. SBAC-PAD (2013)
Robert J. Halstead, Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Sameh W. Asaad, Balakrishna Iyer
Accelerating Join Operation for Relational Databases with FPGAs. FCCM (2013)
Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
Performance Modeling and Characterization of Large Last Level Caches. MASCOTS (2012)
Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
Performance modeling and characterization of large last level caches. ISPASS (2012)
Parijat Dube, Genady Grabarnik, Larisa Shwartz
SUITS: How to make a global IT service provider sustainable? NOMS (2012)
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
Experiences in building and scaling an enterprise application on multicore systems. Concurr. Comput. Pract. Exp. 24 (2) (2012)
Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Balakrishna Iyer, Bernard Brezzo, Donna Dillenberger, Sameh W. Asaad
Database analytics acceleration using FPGAs. PACT (2012)
Xavier Guerin, Wei Tan, Yanbin Liu, Seetharami Seelam, Parijat Dube
Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads. MASCOTS (2012)
David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang
A Hybrid Approach for Large Cache Performance Studies. QEST (2011)
Parijat Dube, Seetharami Seelam, Yanbin Liu, Megumi Ito, Thomas Ling, Michel Hack, Liana Fong, Graeme Johnson, Michael Dawson, Li Zhang, Yuqing Gao
A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions. QEST (2011)
Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang
Exploiting Resource Usage Patterns for Better Utilization Prediction. ICDCS Workshops (2011)
Xavier Guerin, Yanbin Liu, Parijat Dube, Seetharami Seelam, Pierre-Andre Paumelle
Scalability analysis of enterprise javaworkloads on a multi-core system. IISWC (2011)
Hanhua Feng, Parijat Dube, Li Zhang
On estimation problems for the G/G/∞ Queue. SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)
Parijat Dube, Jian Tan, Li Zhang
Identification and approximations for systems with multi-stage workflows. WSC (2011)
Parijat Dube, Li Zhang, David Daly, Alan Bivens
Performance of large low-associativity caches. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
Parijat Dube, Rahul Jain
DiffServ pricing games in multi-class queueing network models. International Teletraffic Congress (2010)
Eric Bouillet, Parijat Dube
Streaming workload generator for testing Billing Mediation Platform in telecom industry. WSC (2010)
Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens
Program behavior characterization in large memory systems. ISPASS (2010)
Parijat Dube, Li Zhang
Resiliency of distributed clock synchronization networks. SIGMETRICS Perform. Evaluation Rev. 38 (2) (2010)
Parijat Dube, Rahul Jain
Bertrand games between multi-class queues. CDC (2009)
Parijat Dube, Rahul Jain
Queueing game models for differentiated services. GAMENETS (2009)
Parijat Dube, Rahul Jain
N-player Bertrand-Cournot games in queues: Existence of equilibrium. Allerton (2008)
Parijat Dube, Nagui Halim, Kyriakos Karenos, Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy, Dimitrios E. Pendarakis, Hao Yang
Harmony: Holistic messaging middleware for event-driven systems. IBM Syst. J. 47 (2) (2008)
Eric Bouillet, Parijat Dube, David George, Zhen Liu, Dimitrios E. Pendarakis, Li Zhang
Distributed multi-layered workload synthesis for testing stream processing systems. WSC (2008)
Parijat Dube, Hao Yu, Li Zhang, José E. Moreira
Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. MASCOTS (2007)
Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia
Competitive equilibrium in e-commerce: Pricing and outsourcing. Comput. Oper. Res. 34 (12) (2007)
José E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang
Scalability of the Nutch search engine. ICS (2007)
Parijat Dube, Corinne Touati, Laura Wynter
Capacity planning, quality of service and price wars. SIGMETRICS Perform. Evaluation Rev. 35 (3) (2007)
Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang
Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. IPDPS (2007)
Kay S. Anderson, Joseph P. Bigus, Eric Bouillet, Parijat Dube, Nagui Halim, Zhen Liu, Dimitrios E. Pendarakis
SWORD: scalable and flexible workload generator for distributed data processing systems. WSC (2006)
Parijat Dube, Yezekael Hayel
A Real-Time Yield Management Framework for E-Services. CEC/EEE (2006)
Akshay Kashyap, Cathy H. Xia, Zhen Liu, Parijat Dube
Scaling Laws of Sampled Data and Many-to-One Capacity of Sensor Networks on Closed Surfaces. ICWN (2005)
Parijat Dube, Zhen Liu, Sambit Sahu, Jeremy Silber
Last mile problem in overlay design. GLOBECOM (2005)
Eitan Altman, Konstantin Avrachenkov, Chadi Barakat, Parijat Dube
Performance analysis of AIMD mechanisms over a multi-state Markovian path. Comput. Networks 47 (3) (2005)
Corinne Touati, Parijat Dube, Laura Wynter
Performance Planning, Quality-of-Service, and Pricing under Competition. NETWORKING (2004)
Yezekael Hayel, Laura Wynter, Parijat Dube
Analysis of a Yield Managementmodel for on Demand Computing Centers. I3E (2004)
Parijat Dube, Omar Ait-Hellal, Eitan Altman
On loss probabilities in presence of redundant packets with random drop. Perform. Evaluation 53 (3-4) (2003)
Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia
Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand. CDC (2003)
Parijat Dube, Eitan Altman
Queueing and Fluid Analysis of Partial Message Discarding Policy. Queueing Syst. Theory Appl. 44 (3) (2003)
Parijat Dube, Eitan Altman
Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source. INFOCOM (2003)
Parijat Dube, Omar Ait-Hellal, Eitan Altman
On Loss Probabilities in Presence of Redundant Packets with Random Drop. NETWORKING (2002)
Parijat Dube, Eitan Altman
Fluid Analysis of Early Message Discarding Policy under Heavy Traffic. INFOCOM (2002)
Parijat Dube, Eitan Altman
Queueing analysis of early message discard policy. ICC (2002)
Parijat Dube, Eitan Altman
Utility Analysis of Simple FEC Schemes for VoIP. NETWORKING (2002)
Parijat Dube, Vivek S. Borkar, D. Manjunath
Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing. INFOCOM (2002)
Natwar Modani, Parijat Dube, Anurag Kumar
Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint. INFOCOM (2000)