Christopher D. Carothers

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 50

Top Venues

SIGSIM-PADS

WSC

CoRR

ACM Trans. Model. Comput. Simul.

Publications

Mohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui, Naigang Wang, Pin-Yu Chen, Christopher D. Carothers
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts. CoRR (2024)
Elkin Cruz-Camacho, Christopher D. Carothers
Accurate HPC Network Simulations Using Application-Level Approximation. SIGSIM-PADS (2024)
Xiongxiao Xu, Kevin A. Brown, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Robert B. Ross, Christopher D. Carothers, Zhiling Lan, Kai Shu
Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features. SIGSIM-PADS (2024)
Xiongxiao Xu, Xin Wang, Elkin Cruz-Camacho, Christopher D. Carothers, Kevin A. Brown, Robert B. Ross, Zhiling Lan, Kai Shu
Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation. SIGSIM-PADS (2023)
Elkin Cruz-Camacho, Kevin A. Brown, Xin Wang, Xiongxiao Xu, Kai Shu, Zhiling Lan, Robert B. Ross, Christopher D. Carothers
Hybrid PDES Simulation of HPC Networks Using Zombie Packets. SIGSIM-PADS (2023)
Elkin Cruz-Camacho, Siyuan Qian, Ankit Shukla, Neil McGlohon, Shaloo Rakheja, Christopher D. Carothers
Evaluating Performance of Spintronics-Based Spiking Neural Network Chips using Parallel Discrete Event Simulation. SIGSIM-PADS (2022)
Philippe J. Giabbanelli, Christopher D. Carothers
Introduction to the Special Section on PADS 2020. ACM Trans. Model. Comput. Simul. 32 (2) (2022)
Wentong Cai, Christopher D. Carothers, David M. Nicol, Adelinde M. Uhrmacher
Computer Science Methods for Effective and Sustainable Simulation Studies (Dagstuhl Seminar 22401). Dagstuhl Reports 12 (10) (2022)
Kevin A. Brown, Neil McGlohon, Sudheer Chunduri, Eric Borch, Robert B. Ross, Christopher D. Carothers, Kevin Harms
A Tunable Implementation of Quality-of-Service Classes for HPC Networks. ISC (2021)
Neil McGlohon, Christopher D. Carothers
Toward Unbiased Deterministic Total Orderings Of Parallel Simulations With Simultaneous Events. WSC (2021)
Neil McGlohon, Christopher D. Carothers, K. Scott Hemmert, Michael Levenhagen, Kevin A. Brown, Sudheer Chunduri, Robert B. Ross
Exploration of Congestion Control Techniques on Dragonfly-class HPC Networks Through Simulation. PMBS (2021)
Neil McGlohon, Christopher D. Carothers
Unbiased Deterministic Total Ordering of Parallel Simulations with Simultaneous Events. CoRR (2021)
Ashish Verma, Christopher D. Carothers, K. R. Jayaram, Parijat Dube
Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures. IPDPS Workshops (2020)
Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
A Visual Analytics Framework for Reviewing Streaming Performance Data. CoRR (2020)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. CoRR (2020)
Neil McGlohon, Robert B. Ross, Christopher D. Carothers
Evaluation of Link Failure Resilience in Multirail Dragonfly-Class Networks through Simulation. SIGSIM-PADS (2020)
Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
A Visual Analytics Framework for Reviewing Streaming Performance Data. PacificVis (2020)
Prasanna Date, Christopher D. Carothers, John E. Mitchell, James A. Hendler, Malik Magdon-Ismail
Training Deep Neural Networks with Constrained Learning Parameters. ICRC (2020)
Caitlin J. Ross, Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross
Using Scientific Visualization Techniques to Visualize Parallel Network Simulations. SIGSIM-PADS (2019)
Chander Iyer, Haim Avron, Georgios Kollias, Yves Ineichen, Christopher D. Carothers, Petros Drineas
A randomized least squares solver for terabyte-sized dense overdetermined systems. J. Comput. Sci. 36 (2019)
Misbah Mubarak, Neil McGlohon, Malek Musleh, Eric Borch, Robert B. Ross, Ram Huggahalli, Sudheer Chunduri, Scott Parker, Christopher D. Carothers, Kalyan Kumaran
Evaluating Quality of Service Traffic Classes on the Megafly Network. ISC (2019)
Neil McGlohon, Noah Wolfe, Misbah Mubarak, Christopher D. Carothers
Fit Fly: A Case Study on Interconnect Innovation through Parallel Simulation. SIGSIM-PADS (2019)
Mark Plagge, Christopher D. Carothers, Elsa Gonsiorowski, Neil McGlohon
NeMo: A Massively Parallel Discrete-Event Simulation Model for Neuromorphic Architectures. ACM Trans. Model. Comput. Simul. 28 (4) (2018)
Takanori Fujiwara, Jianping Kelvin Li, Misbah Mubarak, Caitlin Ross, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems. Vis. Informatics 2 (1) (2018)
Ewa Deelman, Tom Peterka, Ilkay Altintas, Christopher D. Carothers, Kerstin Kleese van Dam, Kenneth Moreland, Manish Parashar, Lavanya Ramakrishnan, Michela Taufer, Jeffrey S. Vetter
The future of scientific workflows. Int. J. High Perform. Comput. Appl. 32 (1) (2018)
Noah Wolfe, Mark Plagge, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross
Evaluating the Impact of Spiking Neural Network Traffic on Extreme-Scale Hybrid Systems. PMBS@SC (2018)
Caitlin J. Ross, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma
Leveraging Shared Memory in the Ross Time Warp Simulator for Complex Network simulations. WSC (2018)
Prasanna Date, Christopher D. Carothers, James A. Hendler, Malik Magdon-Ismail
Efficient Classification of Supercomputer Failures Using Neuromorphic Computing. SSCI (2018)
Noah Wolfe, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation. ACM Trans. Model. Comput. Simul. 28 (4) (2018)
Christopher D. Carothers, Jeremy S. Meredith, Mark P. Blanco, Jeffrey S. Vetter, Misbah Mubarak, Justin M. LaPre, Shirley Moore
Durango: Scalable Synthetic Workload Generation for Extreme-Scale Application Performance Modeling and Simulation. SIGSIM-PADS (2017)
Misbah Mubarak, Nikhil Jain, Jens Domke, Noah Wolfe, Caitlin Ross, Jianping Kelvin Li, Abhinav Bhatele, Christopher D. Carothers, Kwan-Liu Ma, Robert B. Ross
Toward reliable validation of HPC network simulation models. WSC (2017)
Misbah Mubarak, Philip H. Carns, Jonathan Jenkins, Jianping Kelvin Li, Nikhil Jain, Shane Snyder, Robert B. Ross, Christopher D. Carothers, Abhinav Bhatele, Kwan-Liu Ma
Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers. CLUSTER (2017)
Ewa Deelman, Christopher D. Carothers, Anirban Mandal, Brian Tierney, Jeffrey S. Vetter, Ilya Baldin, Claris Castillo, Gideon Juve, Dariusz Król, Vickie E. Lynch, Benjamin Mayer, Jeremy S. Meredith, Thomas Proffen, Paul Ruth, Rafael Ferreira da Silva
PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows. Int. J. High Perform. Comput. Appl. 31 (1) (2017)
Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
Enabling Parallel Simulation of Large-Scale HPC Network Systems. IEEE Trans. Parallel Distributed Syst. 28 (1) (2017)
Elsa Gonsiorowski, Christopher D. Carothers, Justin M. LaPre, Philip Heidelberger, Cyriel Minkenberg, Germán Rodríguez
Using quality of service lanes to control the impact of raid traffic within a burst buffer. WSC (2017)
Jianping Kelvin Li, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Kwan-Liu Ma
Visual Analytics Techniques for Exploring the Design Space of Large-Scale High-Radix Networks. CLUSTER (2017)
Richard M. Fujimoto, Christopher D. Carothers, Alois Ferscha, David Jefferson, Margaret L. Loper, Madhav Marathe, Simon J. E. Taylor
Computational challenges in modeling & simulation of complex systems. WSC (2017)
Elsa Gonsiorowski, Justin M. LaPre, Christopher D. Carothers
Automatic Model Generation for Gate-Level Circuit PDES with Reverse Computation. ACM Trans. Model. Comput. Simul. 27 (2) (2017)
Noah Wolfe, Misbah Mubarak, Nikhil Jain, Jens Domke, Abhinav Bhatele, Christopher D. Carothers, Robert B. Ross
Preliminary Performance Analysis of Multi-rail Fat-tree Networks. CCGrid (2017)
Matthieu Dorier, Misbah Mubarak, Robert B. Ross, Jianping Kelvin Li, Christopher D. Carothers, Kwan-Liu Ma
Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks. CLUSTER (2016)
Caitlin Ross, Misbah Mubarak, John Jenkins, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Wei Tang, Wolfgang Gerlach, Folker Meyer
A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST. SIGSIM-PADS (2016)
Philip H. Carns, Kevin Harms, John Jenkins, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers
Impact of data placement on resilience in large-scale object storage systems. MSST (2016)
Noah Wolfe, Christopher D. Carothers, Misbah Mubarak, Robert B. Ross, Philip H. Carns
Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation. SIGSIM-PADS (2016)
Caitlin Ross, Christopher D. Carothers, Misbah Mubarak, Philip H. Carns, Robert B. Ross, Jianping Kelvin Li, Kwan-Liu Ma
Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations. PMBS@SC (2016)
Mark Plagge, Christopher D. Carothers, Elsa Gonsiorowski
NeMo: A Massively Parallel Discrete-Event Simulation Model for Neuromorphic Architectures. SIGSIM-PADS (2016)
Anirban Mandal, Paul Ruth, Ilya Baldin, Dariusz Król, Gideon Juve, Rajiv Mayani, Rafael Ferreira da Silva, Ewa Deelman, Jeremy S. Meredith, Jeffrey S. Vetter, Vickie E. Lynch, Benjamin Mayer, James Wynne, Mark P. Blanco, Christopher D. Carothers, Justin M. LaPre, Brian Tierney
Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows. IPDPS Workshops (2016)
Prasanna Date, James A. Hendler, Christopher D. Carothers
Design Index for Deep Neural Networks. BICA (2016)
Chander Iyer, Christopher D. Carothers, Petros Drineas
Randomized Sketching for Large-Scale Sparse Ridge Regression Problems. ScalA@SC (2016)
Kevin J. Barker, Christopher D. Carothers, Eric Van Hensbergen
LSPP Introduction and Committees. IPDPS Workshops (2016)
Eric Mikida, Nikhil Jain, Laxmikant V. Kalé, Elsa Gonsiorowski, Christopher D. Carothers, Peter D. Barnes Jr., David Jefferson
Towards PDES in a Message-Driven Paradigm: A Preliminary Case Study Using Charm++. SIGSIM-PADS (2016)
Shane Snyder, Philip H. Carns, Robert Latham, Misbah Mubarak, Robert B. Ross, Christopher D. Carothers, Babak Behzad, Huong Vu Thanh Luu, Surendra Byna, Prabhat
Techniques for modeling large-scale HPC I/O workloads. PMBS@SC (2015)
Justin M. LaPre, Elsa J. Gonsiorowski, Christopher D. Carothers, John Jenkins, Philip H. Carns, Robert B. Ross
Time warp state restoration via delta encoding. WSC (2015)
Bilge Acun, Nikhil Jain, Abhinav Bhatele, Misbah Mubarak, Christopher D. Carothers, Laxmikant V. Kalé
Preliminary Evaluation of a Parallel Trace Replay Tool for HPC Network Simulations. Euro-Par Workshops (2015)
Elsa J. Gonsiorowski, Justin M. LaPre, Christopher D. Carothers
Improving Accuracy and Performance Through Automatic Model Generation for Gate-Level Circuit PDES with Reverse Computation. SIGSIM-PADS (2015)
Chander Iyer, Haim Avron, Georgios Kollias, Yves Ineichen, Christopher D. Carothers, Petros Drineas
A scalable randomized least squares solver for dense overdetermined systems. ScalA@SC (2015)
Noah Wolfe, Tianyu Liu, Christopher D. Carothers, Xie George Xu
Heterogeneous concurrent execution of Monte Carlo photon transport on CPU, GPU and MIC. IA3@SC (2014)
Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
Using massively parallel simulation for MPI collective communication modeling in extreme-scale networks. WSC (2014)
Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
A case study in using massively parallel simulation for extreme-scale torus network codesign. SIGSIM-PADS (2014)
Shane Snyder, Philip H. Carns, Jonathan Jenkins, Kevin Harms, Robert B. Ross, Misbah Mubarak, Christopher D. Carothers
A Case for Epidemic Fault Detection and Group Membership in HPC Storage Systems. PMBS@SC (2014)
Justin M. LaPre, Elsa Gonsiorowski, Christopher D. Carothers
LORAIN: a step closer to the PDES 'holy grail'. SIGSIM-PADS (2014)
Peter D. Barnes Jr., Christopher D. Carothers, David R. Jefferson, Justin M. LaPre
Warp speed: executing time warp on 1, 966, 080 cores. SIGSIM-PADS (2013)
Tim Wickberg, Christopher D. Carothers
The RAMDISK storage accelerator: a method of accelerating I/O performance on HPC systems using RAMDISKs. ROSS@ICS (2012)
Jing Fu, Robert Latham, Misun Min, Christopher D. Carothers
I/O threads to reduce checkpoint blocking for an electromagnetics solver on Blue Gene/P and Cray XK6. ROSS@ICS (2012)
Ning Liu, Christopher D. Carothers, Jason Cope, Philip H. Carns, Robert B. Ross
Model and simulation of exascale communication networks. J. Simulation 6 (4) (2012)
Elsa Gonsiorowski, Christopher D. Carothers, Carl Tropper
Modeling Large Scale Circuits Using Massively Parallel Discrete-Event Simulation. MASCOTS (2012)
Ning Liu, Jason Cope, Philip H. Carns, Christopher D. Carothers, Robert B. Ross, Gary Grider, Adam Crume, Carlos Maltzahn
On the role of burst buffers in leadership-class storage systems. MSST (2012)
Aleksandr Ovcharenko, Daniel Ibanez, Fabien Delalondre, Onkar Sahni, Kenneth E. Jansen, Christopher D. Carothers, Mark S. Shephard
Neighborhood communication paradigm to increase scalability in large-scale dynamic scientific applications. Parallel Comput. 38 (3) (2012)
Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Philip H. Carns
Modeling a Million-Node Dragonfly Network Using Massively Parallel Discrete-Event Simulation. SC Companion (2012)
Michel E. Rasquin, Patrick Marion, Venkatram Vishwanath, Benjamin A. Matthews, Mark Hereld, Kenneth E. Jansen, Raymond M. Loy, Andrew C. Bauer, Min Zhou, Onkar Sahni, Jing Fu, Ning Liu, Christopher D. Carothers, Mark S. Shephard, Michael E. Papka, Kalyan Kumaran, Berk Geveci
Electronic poster: co-visualization of full data and in situ data extracts from unstructured grid cfd at 160k cores. SC Companion (2011)
Ning Liu, Christopher D. Carothers
Modeling Billion-Node Torus Networks Using Massively Parallel Discrete-Event Simulation. PADS (2011)
Adam Crume, Carlos Maltzahn, Jason Cope, Sam Lang, Robert B. Ross, Philip H. Carns, Christopher D. Carothers, Ning Liu, Curtis Janssen, John Bent, Stephan J. Eidenbenz, Meghan McClelland
Poster: FLAMBES: evolving fast performance models. SC Companion (2011)
Jing Fu, Misun Min, Robert Latham, Christopher D. Carothers
Parallel I/O Performance for Application-Level Checkpointing on the Blue Gene/P System. CLUSTER (2011)
Akintayo Holder, Christopher D. Carothers
Investigating the memory characteristics of a massively parallel time warp kernel. WSC (2011)
Ning Liu, Christopher D. Carothers, Jason Cope, Philip H. Carns, Robert B. Ross, Adam Crume, Carlos Maltzahn
Modeling a Leadership-Scale Storage System. PPAM (1) (2011)
Jing Fu, Ning Liu, Onkar Sahni, Kenneth E. Jansen, Mark S. Shephard, Christopher D. Carothers
Scalable parallel I/O alternatives for massively parallel partitioned solver systems. IPDPS Workshops (2010)
Arunachalam Narayanaswamy, Ena Ladi, Yousef Al-Kofahi, Y. Chen, Christopher D. Carothers, Ellen Robey, Badrinath Roysam
5-D imaging and parallel automated analysis of cellular events in living immune tissue microenvironments. ISBI (2010)
Mohammed J. Zaki, Christopher D. Carothers, Boleslaw K. Szymanski
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining. ACM Trans. Knowl. Discov. Data 4 (1) (2010)
Ning Liu, Jing Fu, Christopher D. Carothers, Onkar Sahni, Kenneth E. Jansen, Mark S. Shephard
Massively Parallel I/O for Partitioned Solver Systems. Parallel Process. Lett. 20 (4) (2010)
Min Zhou, Onkar Sahni, Mark S. Shephard, Christopher D. Carothers, Kenneth E. Jansen
Adjacency-based data reordering algorithm for acceleration of finite element computations. Sci. Program. 18 (2) (2010)
Christopher D. Carothers, Kalyan S. Perumalla
On deciding between conservative and optimistic approaches on massively parallel platforms. WSC (2010)
Akintayo Holder, Christopher D. Carothers, Kerim Kalafala
Prototype for a large-scale static timing analyzer running on an IBM Blue Gene. IPDPS Workshops (2010)
Ryan LaFortune, Christopher D. Carothers, William D. Smith, Joe Czechowski, Xi Wang
Simulating Large-Scale P2P Assisted Video Streaming. HICSS (2009)
David W. Bauer, Christopher D. Carothers, Akintayo Holder
Scalable Time Warp on Blue Gene Supercomputers. PADS (2009)
David W. Bauer, Christopher D. Carothers
Scalable RF Propagation Modeling on the IBM Blue Gene/L and Cray XT5 Supercomputers. WSC (2009)
David W. Bauer, Christopher D. Carothers
Seven-O'clock: a new distributed GVT algorithm using network atomic operations. Int. J. Simul. Process. Model. 5 (2) (2009)
Onkar Sahni, Christopher D. Carothers, Mark S. Shephard, Kenneth E. Jansen
Strong scaling analysis of a parallel, unstructured, implicit solver and the influence of the operating system interference. Sci. Program. 17 (3) (2009)
Thomas J. Hacker, Fabian Romero, Christopher D. Carothers
An analysis of clustered failures on large supercomputing systems. J. Parallel Distributed Comput. 69 (7) (2009)
Aleksandr Ovcharenko, Onkar Sahni, Christopher D. Carothers, Kenneth E. Jansen, Mark S. Shephard
Subdomain communication to increase scalability in large-scale scientific applications. ICS (2009)
Cheng Hsu, David M. Levermore, Christopher D. Carothers, Gilbert Babin
Enterprise Collaboration: On-Demand Information Exchange Using Enterprise Databases, Wireless Sensor Networks, and RFID Systems. IEEE Trans. Syst. Man Cybern. Part A 37 (4) (2007)
Ryan LaFortune, Christopher D. Carothers, William D. Smith, Michael J. Hartman
An Abstract Internet Topology Model for Simulating Peer-to-Peer Content Distribution. PADS (2007)
Bouchra Bouqata, Christopher D. Carothers, Boleslaw K. Szymanski, Mohammed Javeed Zaki
VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences. PKDD (2006)
Christopher D. Carothers
Guest Editorial: Best of PADS 2005 Special Issue. Simul. 82 (1) (2006)
David W. Bauer, Christopher D. Carothers
Eliminating remote message passing in optimistic simulation. WSC (2006)
Cheng Hsu, Christopher D. Carothers, David M. Levermore
A market mechanism for participatory global query: A first step of enterprise resources self-allocation. Inf. Technol. Manag. 7 (2) (2006)
David W. Bauer, Murat Yuksel, Christopher D. Carothers, Shivkumar Kalyanaraman
A Case Study in Understanding OSPF and BGP Interactions Using Efficient Experiment Design. PADS (2006)
Lawrence A. Bush, Christopher D. Carothers, Boleslaw K. Szymanski
Algorithm for optimizing energy use and path resilience in sensor networks. EWSN (2005)
Garrett R. Yaun, David W. Bauer, Christopher D. Carothers
Sharing event data in optimistically scheduled multicast applications. WSC (2005)
David W. Bauer, Garrett R. Yaun, Christopher D. Carothers, Murat Yuksel, Shivkumar Kalyanaraman
Seven-O'Clock: A New Distributed GVT Algorithm Using Network Atomic Operations. PADS (2005)
David W. Bauer, Garrett R. Yaun, Christopher D. Carothers, Murat Yuksel, Shivkumar Kalyanaraman
A Case Study in Meta-Simulation Design and Performance Analysis for Large-Scale Networks. WSC (2004)
James Alexander Tyrrell, Justin M. LaPre, Christopher D. Carothers, Badrinath Roysam, Charles V. Stewart
Efficient Migration of Complex Off-Line Computer Vision Software to Real-Time System Implementation on Generic Computer Hardware. IEEE Trans. Inf. Technol. Biomed. 8 (2) (2004)

Christopher D. Carothers.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Christopher D. Carothers