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2020 – today
- 2024
[i19]Suriya Prakash Jambunathan, Ashwath Shankarnarayan, Parijat Dube:
ConvNLP: Image-based AI Text Detection. CoRR abs/2407.07225 (2024)- [i18]Zexin Chen, Chengxi Li, Xiangyu Xie, Parijat Dube:
OnlySportsLM: Optimizing Sports-Domain Language Models with SOTA Performance under Billion Parameters. CoRR abs/2409.00286 (2024) - [i17]Panayiotis Christou, Shichu Chen, Xupeng Chen, Parijat Dube:
Test Time Learning for Time Series Forecasting. CoRR abs/2409.14012 (2024) - 2023
- [c60]Mujahid Ali Quidwai, Chunhui Li, Parijat Dube:
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level. BEA@ACL 2023: 727-735 - [c59]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: 6909-6921 - [c58]Parijat Dube, Theodoros Salonidis, Parikshit Ram, Ashish Verma:
Runtime Prediction of Machine Learning Algorithms in Automl Systems. ICASSP 2023: 1-5 - [c57]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: 1085-1094 - [c56]Haoze He, Parijat Dube:
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. ICCV (Workshops) 2023: 1385-1393 - [i16]Mujahid Ali Quidwai, Chunhui Li, Parijat Dube:
Beyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level. CoRR abs/2306.08122 (2023) - 2022
- [i15]John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere:
G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning. CoRR abs/2207.03554 (2022) - [i14]Haoze He, Parijat Dube:
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning. CoRR abs/2211.00839 (2022) - [i13]Haoze He, Parijat Dube:
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. CoRR abs/2211.00889 (2022) - 2021
- [c55]Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici:
Machine Learning Model Drift Detection Via Weak Data Slices. DeepTest@ICSE 2021: 1-8 - [i12]Devansh Shah, Parijat Dube, Supriyo Chakraborty, Ashish Verma:
Adversarial training in communication constrained federated learning. CoRR abs/2103.01319 (2021) - [i11]Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici:
Machine Learning Model Drift Detection Via Weak Data Slices. CoRR abs/2108.05319 (2021) - [i10]Samuel Ackerman, Parijat Dube, Eitan Farchi:
Using sequential drift detection to test the API economy. CoRR abs/2111.05136 (2021) - 2020
- [j18]Anshul Gandhi
, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang:
Providing Performance Guarantees for Cloud-Deployed Applications. IEEE Trans. Cloud Comput. 8(1): 269-281 (2020) - [c54]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: 3284-3293 - [c53]Sidharth Gupta, Parijat Dube, Ashish Verma:
Improving the affordability of robustness training for DNNs. CVPR Workshops 2020: 3383-3392 - [c52]Ashish Verma, Christopher D. Carothers, K. R. Jayaram, Parijat Dube:
Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures. IPDPS Workshops 2020: 985-986 - [p1]Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill:
Improving Transferability of Deep Neural Networks. Domain Adaptation for Visual Understanding 2020: 51-64 - [i9]Sidharth Gupta, Parijat Dube, Ashish Verma:
Improving the affordability of robustness training for DNNs. CoRR abs/2002.04237 (2020) - [i8]Samuel Ackerman, Parijat Dube, Eitan Farchi:
Sequential Drift Detection in Deep Learning Classifiers. CoRR abs/2007.16109 (2020) - [i7]Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube:
Detection of data drift and outliers affecting machine learning model performance over time. CoRR abs/2012.09258 (2020)
2010 – 2019
- 2019
- [c51]Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere:
Automatic Labeling of Data for Transfer Learning. CVPR Workshops 2019: 122-129 - [c50]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: 113-120 - [c49]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: 82-95 - [c48]Parijat Dube, Tonghoon Suk, Chen Wang:
AI Gauge: Runtime Estimation for Deep Learning in the Cloud. SBAC-PAD 2019: 160-167 - [i6]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 abs/1908.07630 (2019) - [i5]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 abs/1909.06526 (2019) - 2018
- [j17]Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang:
Model-driven optimal resource scaling in cloud. Softw. Syst. Model. 17(2): 509-526 (2018) - [c47]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: 803-812 - [c46]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: 43-46 - [c45]Parijat Dube, Zehra Sura:
Impact of System Resources on Performance of Deep Neural Network. ISPASS 2018: 125-127 - [i4]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 abs/1803.01113 (2018) - [i3]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 abs/1805.06801 (2018) - [i2]Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill:
Improving Transferability of Deep Neural Networks. CoRR abs/1807.11459 (2018) - 2017
- [j16]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): 10:1-10:11 (2017) - [j15]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): 14:1-14:10 (2017) - [i1]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 abs/1709.05871 (2017) - 2016
- [c44]Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang:
Autoscaling for Hadoop Clusters. IC2E 2016: 109-118 - 2015
- [j14]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): 1129-1159 (2015) - [c43]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: 51:1-51:8 - [c42]Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang:
Model-Driven Autoscaling for Hadoop Clusters. ICAC 2015: 155-156 - [c41]Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Harsha Ellanti:
The Unobservability Problem in Clouds. ICCAC 2015: 13-20 - 2014
- [j13]Parijat Dube, Rahul Jain:
Bertrand equilibria and efficiency in markets for congestible network services. Autom. 50(3): 756-767 (2014) - [j12]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): 19-29 (2014) - [j11]Hanhua Feng, Parijat Dube, Li Zhang:
Estimating life-time distribution by observing population continuously. Perform. Evaluation 79: 182-197 (2014) - [c40]Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang:
Adaptive, Model-driven Autoscaling for Cloud Applications. ICAC 2014: 57-64 - [c39]Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang:
Modeling the Impact of Workload on Cloud Resource Scaling. SBAC-PAD 2014: 310-317 - [c38]Yanbin Liu, Parijat Dube, Scott C. Gray:
Run-time performance optimization of a BigData query language. ICPE 2014: 239-246 - [c37]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: 1943-1954 - 2013
- [c36]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: 17-20 - [c35]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: 25-32 - 2012
- [j10]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): 111-123 (2012) - [c34]Bharat Sukhwani, Hong Min, Mathew Thoennes, Parijat Dube, Balakrishna Iyer, Bernard Brezzo, Donna Dillenberger, Sameh W. Asaad:
Database analytics acceleration using FPGAs. PACT 2012: 411-420 - [c33]Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens:
Performance modeling and characterization of large last level caches. ISPASS 2012: 118-119 - [c32]Xavier Guerin, Wei Tan, Yanbin Liu, Seetharami Seelam, Parijat Dube:
Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads. MASCOTS 2012: 308-317 - [c31]Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens:
Performance Modeling and Characterization of Large Last Level Caches. MASCOTS 2012: 379-388 - [c30]Parijat Dube, Genady Grabarnik, Larisa Shwartz:
SUITS: How to make a global IT service provider sustainable? NOMS 2012: 1352-1359 - 2011
- [j9]Hanhua Feng, Parijat Dube, Li Zhang:
On estimation problems for the G/G/∞ Queue. SIGMETRICS Perform. Evaluation Rev. 39(3): 40-42 (2011) - [c29]Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang:
Exploiting Resource Usage Patterns for Better Utilization Prediction. ICDCS Workshops 2011: 14-19 - [c28]Xavier Guerin, Yanbin Liu, Parijat Dube, Seetharami Seelam, Pierre-Andre Paumelle:
Scalability analysis of enterprise javaworkloads on a multi-core system. IISWC 2011: 77 - [c27]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: 37-46 - [c26]David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang:
A Hybrid Approach for Large Cache Performance Studies. QEST 2011: 47-56 - [c25]Parijat Dube, Jian Tan, Li Zhang:
Identification and approximations for systems with multi-stage workflows. WSC 2011: 3278-3287 - 2010
- [j8]Parijat Dube, Li Zhang, David Daly, Alan Bivens:
Performance of large low-associativity caches. SIGMETRICS Perform. Evaluation Rev. 37(4): 11-18 (2010) - [j7]Parijat Dube, Li Zhang:
Resiliency of distributed clock synchronization networks. SIGMETRICS Perform. Evaluation Rev. 38(2): 54-56 (2010) - [c24]Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens:
Program behavior characterization in large memory systems. ISPASS 2010: 113-114 - [c23]Parijat Dube, Rahul Jain:
DiffServ pricing games in multi-class queueing network models. ITC 2010: 1-8 - [c22]Eric Bouillet, Parijat Dube:
Streaming workload generator for testing Billing Mediation Platform in telecom industry. WSC 2010: 2842-2852
2000 – 2009
- 2009
- [c21]Parijat Dube, Rahul Jain:
Bertrand games between multi-class queues. CDC 2009: 8588-8593 - [c20]Parijat Dube, Rahul Jain:
Queueing game models for differentiated services. GAMENETS 2009: 523-532 - 2008
- [j6]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): 281-287 (2008) - [c19]Parijat Dube, Rahul Jain:
N-player Bertrand-Cournot games in queues: Existence of equilibrium. Allerton 2008: 491-498 - [c18]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: 1003-1011 - 2007
- [j5]Parijat Dube, Zhen Liu, Laura Wynter, Cathy H. Xia:
Competitive equilibrium in e-commerce: Pricing and outsourcing. Comput. Oper. Res. 34(12): 3541-3559 (2007) - [j4]Parijat Dube, Corinne Touati, Laura Wynter:
Capacity planning, quality of service and price wars. SIGMETRICS Perform. Evaluation Rev. 35(3): 31-33 (2007) - [c17]José E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang:
Scalability of the Nutch search engine. ICS 2007: 3-12 - [c16]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: 1-8 - [c15]Parijat Dube, Hao Yu, Li Zhang, José E. Moreira:
Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. MASCOTS 2007: 252-259 - 2006
- [c14]Parijat Dube, Yezekael Hayel:
A Real-Time Yield Management Framework for E-Services. CEC/EEE 2006: 14 - [c13]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: 2109-2116 - 2005
- [j3]Eitan Altman, Konstantin Avrachenkov, Chadi Barakat, Parijat Dube:
Performance analysis of AIMD mechanisms over a multi-state Markovian path. Comput. Networks 47(3): 307-326 (2005) - [c12]Parijat Dube, Zhen Liu, Sambit Sahu, Jeremy Silber:
Last mile problem in overlay design. GLOBECOM 2005: 6 - [c11]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: 677- - 2004
- [c10]Yezekael Hayel, Laura Wynter, Parijat Dube:
Analysis of a Yield Managementmodel for on Demand Computing Centers. I3E 2004: 359-372 - [c9]Corinne Touati, Parijat Dube, Laura Wynter:
Performance Planning, Quality-of-Service, and Pricing under Competition. NETWORKING 2004: 442-453 - 2003
- [j2]Parijat Dube, Omar Ait-Hellal, Eitan Altman:
On loss probabilities in presence of redundant packets with random drop. Perform. Evaluation 53(3-4): 147-167 (2003) - [j1]Parijat Dube, Eitan Altman:
Queueing and Fluid Analysis of Partial Message Discarding Policy. Queueing Syst. Theory Appl. 44(3): 253-280 (2003) - [c8]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: 5801-5806 - [c7]Parijat Dube, Eitan Altman:
Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source. INFOCOM 2003: 166-176 - 2002
- [c6]Parijat Dube, Eitan Altman:
Queueing analysis of early message discard policy. ICC 2002: 2426-2430 - [c5]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: 276-283 - [c4]Parijat Dube, Eitan Altman:
Fluid Analysis of Early Message Discarding Policy under Heavy Traffic. INFOCOM 2002: 1307-1315 - [c3]Parijat Dube, Eitan Altman:
Utility Analysis of Simple FEC Schemes for VoIP. NETWORKING 2002: 226-239 - [c2]Parijat Dube, Omar Ait-Hellal, Eitan Altman:
On Loss Probabilities in Presence of Redundant Packets with Random Drop. NETWORKING 2002: 731-744 - 2000
- [c1]Natwar Modani, Parijat Dube, Anurag Kumar:
Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint. INFOCOM 2000: 1807-1816
Coauthor Index
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