Udit Gupta

Orcid: 0000-0002-9118-0961

According to our database¹, Udit Gupta authored at least 52 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2024

Photonics for Sustainable Computing.

[BibT_eX]

[DOI]

CoRR, 2024

GPU-based Private Information Retrieval for On-Device Machine Learning Inference.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Architectural CO<sub>2</sub> Footprint Tool: Designing Sustainable Computer Systems With an Architectural Carbon Modeling Tool.

[BibT_eX]

[DOI]

IEEE Micro, 2023

GPT-InvestAR: Enhancing Stock Investment Strategies through Annual Report Analysis with Large Language Models.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2023

Information Flow Control in Machine Learning through Modular Model Architecture.

[BibT_eX]

[DOI]

CoRR, 2023

Design Space Exploration and Optimization for Carbon-Efficient Extended Reality Systems.

[BibT_eX]

[DOI]

CoRR, 2023

GreenScale: Carbon-Aware Systems for Edge Computing.

[BibT_eX]

[DOI]

CoRR, 2023

Peeling Back the Carbon Curtain: Carbon Optimization Challenges in Cloud Computing.

[BibT_eX]

[DOI]

Jaylen Wang

Udit Gupta

Akshitha Sriraman

Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

Carbon-Efficient Design Optimization for Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Chasing Carbon: The Elusive Environmental Footprint of Computing.

[BibT_eX]

[DOI]

IEEE Micro, 2022

A Holistic Approach for Designing Carbon Aware Datacenters.

[BibT_eX]

[DOI]

CoRR, 2022

Sustainable AI: Environmental Implications, Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of Machine Learning and Systems 2022, 2022

ACT: designing sustainable computer systems with an architectural carbon modeling tool.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

Learning Chemistry of Complex Reaction Systems via a Python First-Principles Reaction Rule Stencil (pReSt) Generator.

[BibT_eX]

[DOI]

Udit Gupta

Dionisios G. Vlachos

J. Chem. Inf. Model., 2021

Sustainable AI: Environmental Implications, Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2021

Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Workshop on Computer Architecture Education, 2021

RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance.

[BibT_eX]

[DOI]

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

RecSSD: near data processing for solid state drive based recommendation inference.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Reaction Network Viewer (ReNView): An open-source framework for reaction path visualization of chemical reaction systems.

[BibT_eX]

[DOI]

Udit Gupta

Dionisios G. Vlachos

SoftwareX, 2020

MLPerf Training Benchmark.

[BibT_eX]

[DOI]

Proceedings of Machine Learning and Systems 2020, 2020

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.

[BibT_eX]

[DOI]

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference.

[BibT_eX]

[DOI]

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Cross-Stack Workload Characterization of Deep Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Emerging Neural Workloads and Their Impact on Hardware.

[BibT_eX]

[DOI]

Ann Franchesca Laguna

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

MLPerf Training Benchmark.

[BibT_eX]

[DOI]

CoRR, 2019

The Architectural Implications of Facebook's DNN-based Personalized Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Learning Recommendation Model for Personalization and Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2019

A 16nm 25mm<sup>2</sup> SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

CHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Workshop on Programming and Performance Visualization Tools, 2019

MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Fast and Accurate Learning of Knowledge Graph Embeddings at Scale.

[BibT_eX]

[DOI]

Udit Gupta

Sathish Vadhiyar

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

MASR: A Modular Accelerator for Sparse RNNs.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

Weightless: Lossy weight encoding for deep neural network compression.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Rosetta: A Realistic High-Level Synthesis Benchmark Suite for Software Programmable FPGAs.

[BibT_eX]

[DOI]

Nitish Kumar Srivastava

Gustavo Angarita Velasquez

Wenping Wang

Zhiru Zhang

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Ares: a framework for quantifying the resilience of deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

On-chip deep neural network storage with multi-level eNVM.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Dynamic Hazard Resolution for Pipelining Irregular Loops in High-Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Automatic analysis of LENA recordings for language assessment in children aged five to fourteen years with application to individuals with autism.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Time scale decomposition in complex reaction systems: A graph theoretic analysis.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2016

Benchmarking resource usage for spectrum sensing on commodity mobile devices.

[BibT_eX]

[DOI]

Ayon Chakraborty

Udit Gupta

Samir R. Das

Proceedings of the 3rd Workshop on Hot Topics in Wireless, 2016

2015

Comparison between security majors in virtual machine and linux containers.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2015

Secure management of logs in internet of things.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2015

Monitoring in IOT enabled devices.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2015

Application of Multi factor authentication in Internet of Things domain.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2015

Survey on security issues in file management in cloud computing environment.

[BibT_eX]

[DOI]

Udit Gupta

CoRR, 2015

On the perceptual relevance of objective source separation measures for singing voice separation.

[BibT_eX]

[DOI]

Udit Gupta

Elliot Moore II

Alexander Lerch

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Mapping-Aware Constrained Scheduling for LUT-Based FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

2010

Characterization of movie genre based on music score.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Udit Gupta

Timeline

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