Parijat Dube

According to our database1, Parijat Dube authored at least 89 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Test Time Learning for Time Series Forecasting.
CoRR, 2024

OnlySportsLM: Optimizing Sports-Domain Language Models with SOTA Performance under Billion Parameters.
CoRR, 2024

ConvNLP: Image-based AI Text Detection.
CoRR, 2024

2023
G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Runtime Prediction of Machine Learning Algorithms in Automl Systems.
Proceedings of the IEEE International Conference on Acoustics, 2023

Towards large language model-based personal agents in the enterprise: Current trends and open problems.
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.
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.
CoRR, 2022

G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning.
CoRR, 2022

2021
Using sequential drift detection to test the API economy.
CoRR, 2021

Adversarial training in communication constrained federated learning.
CoRR, 2021

Machine Learning Model Drift Detection Via Weak Data Slices.
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.
IEEE Trans. Cloud Comput., 2020

Detection of data drift and outliers affecting machine learning model performance over time.
CoRR, 2020

Sequential Drift Detection in Deep Learning Classifiers.
CoRR, 2020

Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Improving the affordability of robustness training for DNNs.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

P2L: Predicting Transfer Learning for Images and Semantic Relations.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Improving Transferability of Deep Neural Networks.
Proceedings of the Domain Adaptation for Visual Understanding, 2020

2019
P2L: Predicting Transfer Learning for Images and Semantic Relations.
CoRR, 2019

AI Gauge: Runtime Estimation for Deep Learning in the Cloud.
Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019

FfDL: A Flexible Multi-tenant Deep Learning Platform.
Proceedings of the 20th International Middleware Conference, 2019

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI.
Proceedings of the IEEE International Conference on Cloud Engineering, 2019

Automatic Labeling of Data for Transfer Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Model-driven optimal resource scaling in cloud.
Softw. Syst. Model., 2018

Improving Transferability of Deep Neural Networks.
CoRR, 2018

Impact of System Resources on Performance of Deep Neural Network.
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.
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.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
IBM Deep Learning Service.
IBM J. Res. Dev., 2017

Performance of natural language classifiers in a question-answering system.
IBM J. Res. Dev., 2017

IBM Deep Learning Service.
CoRR, 2017

2016
Autoscaling for Hadoop Clusters.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

2015
A Hardware/Software Approach for Database Query Acceleration with FPGAs.
Int. J. Parallel Program., 2015

The Unobservability Problem in Clouds.
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Model-Driven Autoscaling for Hadoop Clusters.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

A PaaS for composite analytics solutions.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

2014
Estimating life-time distribution by observing population continuously.
Perform. Evaluation, 2014

Database Analytics: A Reconfigurable-Computing Approach.
IEEE Micro, 2014

Bertrand equilibria and efficiency in markets for congestible network services.
Autom., 2014

Simulation based analytics for efficient planning and management in multimodal freight transportation industry.
Proceedings of the 2014 Winter Simulation Conference, 2014

Run-time performance optimization of a BigData query language.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Modeling the Impact of Workload on Cloud Resource Scaling.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Adaptive, Model-driven Autoscaling for Cloud Applications.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013
Large Payload Streaming Database Sort and Projection on FPGAs.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Accelerating Join Operation for Relational Databases with FPGAs.
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.
Concurr. Comput. Pract. Exp., 2012

SUITS: How to make a global IT service provider sustainable?
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Evaluation of Multi-core Scalability Bottlenecks in Enterprise Java Workloads.
Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Performance Modeling and Characterization of Large Last Level Caches.
Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Database analytics acceleration using FPGAs.
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011
On estimation problems for the G/G/∞ Queue.
SIGMETRICS Perform. Evaluation Rev., 2011

Identification and approximations for systems with multi-stage workflows.
Proceedings of the Winter Simulation Conference 2011, 2011

A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions.
Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

A Hybrid Approach for Large Cache Performance Studies.
Proceedings of the Eighth International Conference on Quantitative Evaluation of Systems, 2011

Scalability analysis of enterprise javaworkloads on a multi-core system.
Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

Exploiting Resource Usage Patterns for Better Utilization Prediction.
Proceedings of the 31st IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2011 Workshops), 2011

2010
Performance of large low-associativity caches.
SIGMETRICS Perform. Evaluation Rev., 2010

Resiliency of distributed clock synchronization networks.
SIGMETRICS Perform. Evaluation Rev., 2010

Streaming workload generator for testing Billing Mediation Platform in telecom industry.
Proceedings of the 2010 Winter Simulation Conference, 2010

DiffServ pricing games in multi-class queueing network models.
Proceedings of the 22nd International Teletraffic Congress, 2010

Program behavior characterization in large memory systems.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2010

2009
Queueing game models for differentiated services.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Bertrand games between multi-class queues.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Harmony: Holistic messaging middleware for event-driven systems.
IBM Syst. J., 2008

Distributed multi-layered workload synthesis for testing stream processing systems.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

N-player Bertrand-Cournot games in queues: Existence of equilibrium.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Capacity planning, quality of service and price wars.
SIGMETRICS Perform. Evaluation Rev., 2007

Competitive equilibrium in e-commerce: Pricing and outsourcing.
Comput. Oper. Res., 2007

Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments.
Proceedings of the 15th International Symposium on Modeling, 2007

Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Scalability of the Nutch search engine.
Proceedings of the 21th Annual International Conference on Supercomputing, 2007

2006
SWORD: scalable and flexible workload generator for distributed data processing systems.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

A Real-Time Yield Management Framework for E-Services.
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.
Comput. Networks, 2005

Scaling Laws of Sampled Data and Many-to-One Capacity of Sensor Networks on Closed Surfaces.
Proceedings of the 2005 International Conference on Wireless Networks, 2005

Last mile problem in overlay design.
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.
Proceedings of the NETWORKING 2004, 2004

Analysis of a Yield Managementmodel for on Demand Computing Centers.
Proceedings of the Building The E-Service Society: E-Commerce, 2004

2003
Queueing and Fluid Analysis of Partial Message Discarding Policy.
Queueing Syst. Theory Appl., 2003

On loss probabilities in presence of redundant packets with random drop.
Perform. Evaluation, 2003

Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source.
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.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
Utility Analysis of Simple FEC Schemes for VoIP.
Proceedings of the NETWORKING 2002, 2002

Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Fluid Analysis of Early Message Discarding Policy under Heavy Traffic.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Queueing analysis of early message discard policy.
Proceedings of the IEEE International Conference on Communications, 2002

2000
Measurement Based Optimal Source Shaping with a Shaping+Multiplexing Delay Constraint.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000


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