Udit Gupta

According to our database1, Udit Gupta authored at least 34 papers between 2010 and 2021.

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Bibliography

2021
Learning Chemistry of Complex Reaction Systems via a Python First-Principles Reaction Rule Stencil (pReSt) Generator.
J. Chem. Inf. Model., 2021

RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance.
CoRR, 2021

Chasing Carbon: The Elusive Environmental Footprint of Computing.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

RecSSD: near data processing for solid state drive based recommendation inference.
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.
SoftwareX, 2020


RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.
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.
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Cross-Stack Workload Characterization of Deep Recommendation Systems.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Emerging Neural Workloads and Their Impact on Hardware.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
MLPerf Training Benchmark.
CoRR, 2019

The Architectural Implications of Facebook's DNN-based Personalized Recommendation.
CoRR, 2019

Deep Learning Recommendation Model for Personalization and Recommendation Systems.
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.
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation.
Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Fast and Accurate Learning of Knowledge Graph Embeddings at Scale.
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

MASR: A Modular Accelerator for Sparse RNNs.
Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018
Weightless: Lossy weight encoding for deep neural network compression.
Proceedings of the 6th International Conference on Learning Representations, 2018

Rosetta: A Realistic High-Level Synthesis Benchmark Suite for Software Programmable FPGAs.
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.
Proceedings of the 55th Annual Design Automation Conference, 2018

On-chip deep neural network storage with multi-level eNVM.
Proceedings of the 55th Annual Design Automation Conference, 2018

2017
Dynamic Hazard Resolution for Pipelining Irregular Loops in High-Level Synthesis.
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.
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.
Comput. Chem. Eng., 2016

Benchmarking resource usage for spectrum sensing on commodity mobile devices.
Proceedings of the 3rd Workshop on Hot Topics in Wireless, 2016

2015
Comparison between security majors in virtual machine and linux containers.
CoRR, 2015

Secure management of logs in internet of things.
CoRR, 2015

Monitoring in IOT enabled devices.
CoRR, 2015

Application of Multi factor authentication in Internet of Things domain.
CoRR, 2015

Survey on security issues in file management in cloud computing environment.
CoRR, 2015

On the perceptual relevance of objective source separation measures for singing voice separation.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Mapping-Aware Constrained Scheduling for LUT-Based FPGAs.
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

2010
Characterization of movie genre based on music score.
Proceedings of the IEEE International Conference on Acoustics, 2010


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