Christopher Carothers

Center for Computational Innovations (CCI)
Chief Scientist and Center Director

About

Chris Carothers is a Professor in the Computer Science Department at Rensselaer Polytechnic Institute. His research interest are in massively parallel systems focusing on modeling and simulation systems of all sorts. Prof. Carothers is an NSF CAREER award winner and is currently active in the DOE Exascale Co-Design Program associated with designs for next generation exascale storage systems as well as the NSF PetaApps Program, and the Army Research Center's Mobile Network Modeling Institute

Other affililations: Computer Science

Publications

The following is a selection of recent publications in Scopus. Christopher Carothers has 145 indexed publications in the subjects of Computer Science, Mathematics, Computer Science.

Hybrid PDES Simulation of HPC Networks Using Zombie Packets
Elkin Cruz-Camacho, Kevin Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher Carothers
ACM Transactions on Modeling and Computer Simulation
, 35
, 2025
.
Medical multimodal multitask foundation model for lung cancer screening
Chuang Niu, Qing Lyu, Christopher D. Carothers, Parisa Kaviani, Josh Tan, Pingkun Yan, Mannudeep K. Kalra, Christopher T. Whitlow, Ge Wang
Nature Communications
, 16
, 2025
.
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
Mohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui, Naigang Wang, Pin Yu Chen, Christopher Carothers
Proceedings of Machine Learning Research
, 235
, 2024
, pp.8815-8847
.
Performance Evaluation of Spintronic-Based Spiking Neural Networks using Parallel Discrete-Event Simulation
Elkin Cruz-Camacho, Siyuan Qian, Ankit Shukla, Neil McGlohon, Shaloo Rakheja, Christopher Carothers
ACM Transactions on Modeling and Computer Simulation
, 35
, 2024
.
Introduction to the Special Issue on PADS 2022
Dong Jin, Christopher Carothers
ACM Transactions on Modeling and Computer Simulation
, 35
, 2024
.
Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features
Xiongxiao Xu, Kevin A. Brown, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Robert B. Ross, Christopher D. Carothers, Zhiling Lan, Kai Shu
ACM International Conference Proceeding Series
, 2024
, pp.93-97
.
Accurate HPC Network Simulations Using Application-Level Approximation
Elkin Cruz-Camacho, Christopher D. Carothers
ACM International Conference Proceeding Series
, 2024
, pp.71-72
.
Message from the Conference Chairs
Margaret Loper, Dong(kevin) Jin, Christopher D. Carothers
ACM International Conference Proceeding Series
, 2023
, pp.V-VI
.
Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation
Xiongxiao Xu, Xin Wang, Elkin Cruz-Camacho, Christopher D. Carothers, Kevin A. Brown, Robert B. Ross, Zhiling Lan, Kai Shu
ACM International Conference Proceeding Series
, 2023
, pp.133-137
.
Hybrid PDES Simulation of HPC Networks Using Zombie Packets
Elkin Cruz-Camacho, Kevin A. Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher D. Carothers
ACM International Conference Proceeding Series
, 2023
, pp.128-132
.

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