Sudeep Pasricha

Sudeep Pasricha

Colorado State University

H-index: 41

North America-United States

About Sudeep Pasricha

Sudeep Pasricha, With an exceptional h-index of 41 and a recent h-index of 28 (since 2020), a distinguished researcher at Colorado State University, specializes in the field of Embedded and IoT Systems, High Performance Computing, Machine Learning, Computer Architecture.

His recent articles reflect a diverse array of research interests and contributions to the field:

Experimental Analysis of Adiabatic Silicon Photonic Microring Resonators under Process Variations

Special Issue on Ethics in Computing

Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics

Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers

Parallel GPU Optimization of the Shooting and Bouncing Ray Tracing Methodology for Propagation Modeling

Silicon Photonic 2.5 D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators

Analysis of optical loss and crosstalk noise in mzi-based coherent photonic neural networks

Security-enhanced deep learning fingerprint-based indoor localization

Sudeep Pasricha Information

University

Position

Monfort Professor and Rockwell-Anderson Professor

Citations(all)

6700

Citations(since 2020)

3290

Cited By

4351

hIndex(all)

41

hIndex(since 2020)

28

i10Index(all)

163

i10Index(since 2020)

98

Email

University Profile Page

Colorado State University

Google Scholar

View Google Scholar Profile

Sudeep Pasricha Skills & Research Interests

Embedded and IoT Systems

High Performance Computing

Machine Learning

Computer Architecture

Top articles of Sudeep Pasricha

Title

Journal

Author(s)

Publication Date

Experimental Analysis of Adiabatic Silicon Photonic Microring Resonators under Process Variations

IEEE Photonics Technology Letters

Asif Mirza

Ryan E Gloekler

Joseph Thompson

Sudeep Pasricha

Mahdi Nikdsast

2024/1/29

Special Issue on Ethics in Computing

IEEE Design & Test

Sudeep Pasricha

Marilyn Wolf

2024/1/17

Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics

arXiv preprint arXiv:2401.06885

Salma Afifi

Febin Sunny

Mahdi Nikdast

Sudeep Pasricha

2024/1/12

Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers

arXiv preprint arXiv:2404.01459

Ninad Hogade

Sudeep Pasricha

2024/4/1

Parallel GPU Optimization of the Shooting and Bouncing Ray Tracing Methodology for Propagation Modeling

IEEE Transactions on Antennas and Propagation

Stephen Kasdorf

Blake Troksa

Cam Key

Jake Harmon

Sudeep Pasricha

...

2024/1/12

Silicon Photonic 2.5 D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators

arXiv preprint arXiv:2403.04189

Febin Sunny

Ebadollah Taheri

Mahdi Nikdast

Sudeep Pasricha

2024/3/7

Analysis of optical loss and crosstalk noise in mzi-based coherent photonic neural networks

Journal of Lightwave Technology

Amin Shafiee

Sanmitra Banerjee

Krishnendu Chakrabarty

Sudeep Pasricha

Mahdi Nikdast

2024/3/5

Security-enhanced deep learning fingerprint-based indoor localization

2023/9/5

A Scalable Framework for Indoor Localization Using Convolutional Neural Networks

Saideep Tiku

Ayush Mittal

Sudeep Pasricha

2023/6/30

COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture

arXiv preprint arXiv:2311.08566

Febin Sunny

Amin Shafiee

Benoit Charbonnier

Mahdi Nikdast

Sudeep Pasricha

2023/11/14

R-TOSS: A framework for real-time object detection using semi-structured pruning

Abhishek Balasubramaniam

Febin Sunny

Sudeep Pasricha

2023/7/9

SHIELD: Sustainable hybrid evolutionary learning framework for carbon, wastewater, and energy-aware data center management

arXiv preprint arXiv:2308.13086

Sirui Qi

Dejan Milojicic

Cullen Bash

Sudeep Pasricha

2023/8/24

A Multiphysics Simulation Approach for Photonic Devices Integrating Phase Change Materials

Amin Shafiee

Benoit Charbonnier

Sudeep Pasricha

Mahdi Nikdast

2023/9/18

Machine Learning for Efficient Perception in Automotive Cyber-Physical Systems

Joydeep Dey

Sudeep Pasricha

2023/10/7

A survey on optical phase-change memory: The promise and challenges

IEEE Access

Amin Shafiee

Sudeep Pasricha

Mahdi Nikdast

2023/1/31

Object Detection in Autonomous Cyber-Physical Vehicle Platforms: Status and Open Challenges

Abhishek Balasubramaniam

Sudeep Pasricha

2023/9/2

Design of Sparsity Optimized Photonic Deep Learning Accelerators

Febin Sunny

Mahdi Nikdast

Sudeep Pasricha

2023/10/10

MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms

Sirui Qi

Yingheng Li

Sudeep Pasricha

Ryan Gary Kim

2023/4/17

Machine Learning for Indoor Localization and Navigation

Saideep Tiku

Sudeep Pasricha

2023/6/29

Ethics in Computing Education: Challenges and Experience with Embedded Ethics

Sudeep Pasricha

2023/6/5

See List of Professors in Sudeep Pasricha University(Colorado State University)

Co-Authors

H-index: 74
Nikil Dutt

Nikil Dutt

University of California, Irvine

H-index: 48
Anthony A. Maciejewski

Anthony A. Maciejewski

Colorado State University

H-index: 46
Nalini Venkatasubramanian

Nalini Venkatasubramanian

University of California, Irvine

H-index: 45
Charles Anderson

Charles Anderson

Colorado State University

H-index: 42
Fadi Kurdahi

Fadi Kurdahi

University of California, Irvine

H-index: 39
Thomas Bradley

Thomas Bradley

Colorado State University

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