Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint. - Natwar Modani; Parijat Dube; Anurag Kumar 001 (INFOCOM, 2000)

Queueing analysis of early message discard policy. - Parijat Dube; Eitan Altman (ICC, 2002)

Fluid Analysis of Early Message Discarding Policy under Heavy Traffic. - Parijat Dube; Eitan Altman (INFOCOM, 2002)

Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing. - Parijat Dube; Vivek S. Borkar; D. Manjunath (INFOCOM, 2002)

Utility Analysis of Simple FEC Schemes for VoIP. - Parijat Dube; Eitan Altman (NETWORKING, 2002)

Outsourcing and price-QoS equilibrium for e-commerce and Internet firms: IT on-demand. - Parijat Dube; Zhen Liu 001; Laura Wynter; Cathy H. Xia (CDC, 2003)

Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source. - Parijat Dube; Eitan Altman (INFOCOM, 2003)

On loss probabilities in presence of redundant packets with random drop. - Parijat Dube; Omar Ait-Hellal; Eitan Altman (Perform. Evaluation, 2003)

Queueing and Fluid Analysis of Partial Message Discarding Policy. - Parijat Dube; Eitan Altman (Queueing Syst. Theory Appl., 2003)

Analysis of a Yield Managementmodel for on Demand Computing Centers. - Yezekael Hayel; Laura Wynter; Parijat Dube (I3E, 2004)

Performance Planning, Quality-of-Service, and Pricing under Competition. - Corinne Touati; Parijat Dube; Laura Wynter (NETWORKING, 2004)

Last mile problem in overlay design. - Parijat Dube; Zhen Liu 001; Sambit Sahu; Jeremy Silber (GLOBECOM, 2005)

Scaling Laws of Sampled Data and Many-to-One Capacity of Sensor Networks on Closed Surfaces. - Akshay Kashyap; Cathy H. Xia; Zhen Liu 001; Parijat Dube (ICWN, 2005)

Performance analysis of AIMD mechanisms over a multi-state Markovian path. - Eitan Altman; Konstantin Avrachenkov; Chadi Barakat; Parijat Dube (Comput. Networks, 2005)

A Real-Time Yield Management Framework for E-Services. - Parijat Dube; Yezekael Hayel (CEC/EEE, 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 001; Dimitrios E. Pendarakis (WSC, 2006)

Scalability of the Nutch search engine. - José E. Moreira; Maged M. Michael; Dilma Da Silva; Doron Shiloach; Parijat Dube; Li Zhang 002 (ICS, 2007)

Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. - Hao Yu 008; José E. Moreira; Parijat Dube; I-Hsin Chung; Li Zhang 002 (IPDPS, 2007)

Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. - Parijat Dube; Hao Yu 008; Li Zhang 002; José E. Moreira (MASCOTS, 2007)

Competitive equilibrium in e-commerce: Pricing and outsourcing. - Parijat Dube; Zhen Liu 001; Laura Wynter; Cathy H. Xia (Comput. Oper. Res., 2007)

Capacity planning, quality of service and price wars. - Parijat Dube; Corinne Touati; Laura Wynter (SIGMETRICS Perform. Evaluation Rev., 2007)

N-player Bertrand-Cournot games in queues: Existence of equilibrium. - Parijat Dube; Rahul Jain 002 (Allerton, 2008)

Distributed multi-layered workload synthesis for testing stream processing systems. - Eric Bouillet; Parijat Dube; David George; Zhen Liu 001; Dimitrios E. Pendarakis; Li Zhang 002 (WSC, 2008)

Harmony: Holistic messaging middleware for event-driven systems. - Parijat Dube; Nagui Halim; Kyriakos Karenos; Minkyong Kim; Zhen Liu 001; Srinivasan Parthasarathy 002; Dimitrios E. Pendarakis; Hao Yang 004 (IBM Syst. J., 2008)

Bertrand games between multi-class queues. - Parijat Dube; Rahul Jain 002 (CDC, 2009)

Queueing game models for differentiated services. - Parijat Dube; Rahul Jain 002 (GAMENETS, 2009)

Program behavior characterization in large memory systems. - Parijat Dube; Michael Tsao; Dan E. Poff; Li Zhang 002; Alan Bivens (ISPASS, 2010)

DiffServ pricing games in multi-class queueing network models. - Parijat Dube; Rahul Jain 002 (ITC, 2010)

Streaming workload generator for testing Billing Mediation Platform in telecom industry. - Eric Bouillet; Parijat Dube (WSC, 2010)

Resiliency of distributed clock synchronization networks. - Parijat Dube; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2010)

Performance of large low-associativity caches. - Parijat Dube; Li Zhang 002; David Daly; Alan Bivens (SIGMETRICS Perform. Evaluation Rev., 2010)

Exploiting Resource Usage Patterns for Better Utilization Prediction. - Jian Tan 001; Parijat Dube; Xiaoqiao Meng; Li Zhang 002 (ICDCS Workshops, 2011)

Scalability analysis of enterprise javaworkloads on a multi-core system. - Xavier Guerin; Yanbin Liu; Parijat Dube; Seetharami Seelam; Pierre-Andre Paumelle (IISWC, 2011)

A Hybrid Approach for Large Cache Performance Studies. - David Daly; Parijat Dube; Kaoutar El Maghraoui; Dan E. Poff; Li Zhang 002 (QEST, 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 001; Li Zhang 002; Yuqing Gao (QEST, 2011)

Identification and approximations for systems with multi-stage workflows. - Parijat Dube; Jian Tan 001; Li Zhang 002 (WSC, 2011)

On estimation problems for the G/G/∞ Queue. - Hanhua Feng; Parijat Dube; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2011)

Database analytics acceleration using FPGAs. - Bharat Sukhwani; Hong Min; Mathew Thoennes; Parijat Dube; Balakrishna Iyer; Bernard Brezzo; Donna Dillenberger; Sameh W. Asaad (PACT, 2012)

Performance Modeling and Characterization of Large Last Level Caches. - Parijat Dube; Michael Tsao; Li Zhang 002; Alan Bivens (MASCOTS, 2012)

Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads. - Xavier Guerin; Wei Tan 001; Yanbin Liu; Seetharami Seelam; Parijat Dube (MASCOTS, 2012)

SUITS: How to make a global IT service provider sustainable? - Parijat Dube; Genady Grabarnik; Larisa Shwartz (NOMS, 2012)

Experiences in building and scaling an enterprise application on multicore systems. - Seetharami Seelam; Yanbin Liu; Parijat Dube; Megumi Ito; Deniz Binay; Michael Dawson 001; Pramod Nagaraja; Graeme Johnson; Liana Fong; Michel Hack; Xiaoqiao Meng; Yuqing Gao; et al. (Concurr. Comput. Pract. Exp., 2012)

Accelerating Join Operation for Relational Databases with FPGAs. - Robert J. Halstead; Bharat Sukhwani; Hong Min; Mathew Thoennes; Parijat Dube; Sameh W. Asaad; Balakrishna Iyer (FCCM, 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 (SBAC-PAD, 2013)

Adaptive, Model-driven Autoscaling for Cloud Applications. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (ICAC, 2014)

Modeling the Impact of Workload on Cloud Resource Scaling. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (SBAC-PAD, 2014)

Run-time performance optimization of a BigData query language. - Yanbin Liu; Parijat Dube; Scott C. Gray (ICPE, 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 (WSC, 2014)

Bertrand equilibria and efficiency in markets for congestible network services. - Parijat Dube; Rahul Jain 002 (Autom., 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)

Estimating life-time distribution by observing population continuously. - Hanhua Feng; Parijat Dube; Li Zhang 002 (Perform. Evaluation, 2014)

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 001; Yandong Wang (Conf. Computing Frontiers, 2015)

Model-Driven Autoscaling for Hadoop Clusters. - Anshul Gandhi; Parijat Dube; Andrzej Kochut; Li Zhang 002 (ICAC, 2015)

The Unobservability Problem in Clouds. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Harsha Ellanti (ICCAC, 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)

Autoscaling for Hadoop Clusters. - Anshul Gandhi; Sidhartha Thota; Parijat Dube; Andrzej Kochut; Li Zhang 002 (IC2E, 2016)

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; et al. (CoRR, 2017)

Performance of natural language classifiers in a question-answering system. - Raimo Bakis; Daniel P. Connors; Parijat Dube; Pavan Kapanipathi; Abhishek Kumar 001; 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; et al. (IBM J. Res. Dev., 2017)

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 (AISTATS, 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 (DSN Workshops, 2018)

Impact of System Resources on Performance of Deep Neural Network. - Parijat Dube; Zehra Sura (ISPASS, 2018)

Improving Transferability of Deep Neural Networks. - Parijat Dube; Bishwaranjan Bhattacharjee; Elisabeth Petit-Bois; Matthew Hill (CoRR, 2018)

Model-driven optimal resource scaling in cloud. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (Softw. Syst. Model., 2018)

Automatic Labeling of Data for Transfer Learning. - Parijat Dube; Bishwaranjan Bhattacharjee; Siyu Huo; Patrick Watson; Brian M. Belgodere (CVPR Workshops, 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 (IC2E, 2019)

FfDL: A Flexible Multi-tenant Deep Learning Platform. - K. R. Jayaram; Vinod Muthusamy; Parijat Dube; Vatche Ishakian; Chen Wang 039; Benjamin Herta; Scott Boag; Diana Arroyo; Asser N. Tantawi; Archit Verma; Falk Pollok; Rania Khalaf (Middleware, 2019)

AI Gauge: Runtime Estimation for Deep Learning in the Cloud. - Parijat Dube; Tonghoon Suk; Chen Wang 039 (SBAC-PAD, 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)

Improving Transferability of Deep Neural Networks. - Parijat Dube; Bishwaranjan Bhattacharjee; Elisabeth Petit-Bois; Matthew Hill (Domain Adaptation for Visual Understanding, 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 (CVPR Workshops, 2020)

Improving the affordability of robustness training for DNNs. - Sidharth Gupta; Parijat Dube; Ashish Verma 001 (CVPR Workshops, 2020)

Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures. - Ashish Verma 001; Christopher D. Carothers; K. R. Jayaram; Parijat Dube (IPDPS Workshops, 2020)

Sequential Drift Detection in Deep Learning Classifiers. - Samuel Ackerman; Parijat Dube; Eitan Farchi (CoRR, 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)

Providing Performance Guarantees for Cloud-Deployed Applications. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (IEEE Trans. Cloud Comput., 2020)

Machine Learning Model Drift Detection Via Weak Data Slices. - Samuel Ackerman; Parijat Dube; Eitan Farchi; Orna Raz; Marcel Zalmanovici (DeepTest@ICSE, 2021)

Adversarial training in communication constrained federated learning. - Devansh Shah; Parijat Dube; Supriyo Chakraborty; Ashish Verma 001 (CoRR, 2021)

Using sequential drift detection to test the API economy. - Samuel Ackerman; Parijat Dube; Eitan Farchi (CoRR, 2021)

G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning. - John R. Kender; Bishwaranjan Bhattacharjee; Parijat Dube; Brian Belgodere (CoRR, 2022)

Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. - Haoze He; Parijat Dube (CoRR, 2022)

Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level. - Mujahid Ali Quidwai; Chunhui Li; Parijat Dube (BEA@ACL, 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 (EMNLP (Findings), 2023)

Runtime Prediction of Machine Learning Algorithms in Automl Systems. - Parijat Dube; Theodoros Salonidis; Parikshit Ram; Ashish Verma 001 (ICASSP, 2023)

RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. - Haoze He; Parijat Dube (ICCV (Workshops), 2023)

G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels. - John R. Kender; Parijat Dube; Zhengyang Han; Bishwaranjan Bhattacharjee (ICCV (Workshops), 2023)

ConvNLP: Image-based AI Text Detection. - Suriya Prakash Jambunathan; Ashwath Shankarnarayan; Parijat Dube (IEEE Big Data, 2024)

OnlySportsLM: Optimizing Sports-Domain Language Models with SOTA Performance under Billion Parameters. - Zexin Chen; Chengxi Li 018; Xiangyu Xie; Parijat Dube (ENLSP, 2024)

Test Time Learning for Time Series Forecasting. - Panayiotis Christou; Shichu Chen; Xupeng Chen; Parijat Dube (CoRR, 2024)