Christopher D. Carothers

Orcid: 0000-0002-8862-9844

Affiliations:
  • Rensselaer Polytechnic Institute, Troy, NY, USA


According to our database1, Christopher D. Carothers authored at least 120 papers between 1994 and 2024.

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Bibliography

2024
Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

Accurate HPC Network Simulations Using Application-Level Approximation.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

Hybrid PDES Simulation of HPC Networks Using Zombie Packets.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

2022
Computer Science Methods for Effective and Sustainable Simulation Studies (Dagstuhl Seminar 22401).
Dagstuhl Reports, October, 2022

Introduction to the Special Section on PADS 2020.
ACM Trans. Model. Comput. Simul., 2022

Evaluating Performance of Spintronics-Based Spiking Neural Network Chips using Parallel Discrete Event Simulation.
Proceedings of the SIGSIM-PADS '22: SIGSIM Conference on Principles of Advanced Discrete Simulation, Atlanta, GA, USA, June 8, 2022

2021
Unbiased Deterministic Total Ordering of Parallel Simulations with Simultaneous Events.
CoRR, 2021

Toward Unbiased Deterministic Total Orderings Of Parallel Simulations With Simultaneous Events.
Proceedings of the Winter Simulation Conference, 2021

A Tunable Implementation of Quality-of-Service Classes for HPC Networks.
Proceedings of the High Performance Computing - 36th International Conference, 2021

Exploration of Congestion Control Techniques on Dragonfly-class HPC Networks Through Simulation.
Proceedings of the 2021 International Workshop on Performance Modeling, 2021

2020
Evaluation of Link Failure Resilience in Multirail Dragonfly-Class Networks through Simulation.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020

Workshop 19: ScaDL Scalable Deep Learning over Parallel and Distributed Infrastructures.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Training Deep Neural Networks with Constrained Learning Parameters.
Proceedings of the International Conference on Rebooting Computing, 2020

A Visual Analytics Framework for Reviewing Streaming Performance Data.
Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019
A randomized least squares solver for terabyte-sized dense overdetermined systems.
J. Comput. Sci., 2019

Evaluating Quality of Service Traffic Classes on the Megafly Network.
Proceedings of the High Performance Computing - 34th International Conference, 2019

Using Scientific Visualization Techniques to Visualize Parallel Network Simulations.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019

Fit Fly: A Case Study on Interconnect Innovation through Parallel Simulation.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019

2018
A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems.
Vis. Informatics, 2018

Modeling Large-Scale Slim Fly Networks Using Parallel Discrete-Event Simulation.
ACM Trans. Model. Comput. Simul., 2018

NeMo: A Massively Parallel Discrete-Event Simulation Model for Neuromorphic Architectures.
ACM Trans. Model. Comput. Simul., 2018

The future of scientific workflows.
Int. J. High Perform. Comput. Appl., 2018

Leveraging Shared Memory in the Ross Time Warp Simulator for Complex Network simulations.
Proceedings of the 2018 Winter Simulation Conference, 2018

Efficient Classification of Supercomputer Failures Using Neuromorphic Computing.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Evaluating the Impact of Spiking Neural Network Traffic on Extreme-Scale Hybrid Systems.
Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018

2017
Enabling Parallel Simulation of Large-Scale HPC Network Systems.
IEEE Trans. Parallel Distributed Syst., 2017

Automatic Model Generation for Gate-Level Circuit PDES with Reverse Computation.
ACM Trans. Model. Comput. Simul., 2017

PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows.
Int. J. High Perform. Comput. Appl., 2017

Toward reliable validation of HPC network simulation models.
Proceedings of the 2017 Winter Simulation Conference, 2017

Using quality of service lanes to control the impact of raid traffic within a burst buffer.
Proceedings of the 2017 Winter Simulation Conference, 2017

Computational challenges in modeling & simulation of complex systems.
Proceedings of the 2017 Winter Simulation Conference, 2017

Durango: Scalable Synthetic Workload Generation for Extreme-Scale Application Performance Modeling and Simulation.
Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2017

Quantifying I/O and Communication Traffic Interference on Dragonfly Networks Equipped with Burst Buffers.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

Visual Analytics Techniques for Exploring the Design Space of Large-Scale High-Radix Networks.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

Preliminary Performance Analysis of Multi-rail Fat-tree Networks.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
Visual Data-Analytics of Large-Scale Parallel Discrete-Event Simulations.
Proceedings of the 7th International Workshop on Performance Modeling, 2016

Randomized Sketching for Large-Scale Sparse Ridge Regression Problems.
Proceedings of the 7th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2016

Modeling a Million-Node Slim Fly Network Using Parallel Discrete-Event Simulation.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

A Case Study in Using Discrete-Event Simulation to Improve the Scalability of MG-RAST.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

NeMo: A Massively Parallel Discrete-Event Simulation Model for Neuromorphic Architectures.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

Towards PDES in a Message-Driven Paradigm: A Preliminary Case Study Using Charm++.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

Impact of data placement on resilience in large-scale object storage systems.
Proceedings of the 32nd Symposium on Mass Storage Systems and Technologies, 2016

Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

LSPP Introduction and Committees.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Evaluation of Topology-Aware Broadcast Algorithms for Dragonfly Networks.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Design Index for Deep Neural Networks.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2015
Time warp state restoration via delta encoding.
Proceedings of the 2015 Winter Simulation Conference, 2015

Techniques for modeling large-scale HPC I/O workloads.
Proceedings of the 6th International Workshop on Performance Modeling, 2015

A scalable randomized least squares solver for dense overdetermined systems.
Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2015

Improving Accuracy and Performance Through Automatic Model Generation for Gate-Level Circuit PDES with Reverse Computation.
Proceedings of the 3rd ACM Conference on SIGSIM-Principles of Advanced Discrete Simulation, London, United Kingdom, June 10, 2015

Preliminary Evaluation of a Parallel Trace Replay Tool for HPC Network Simulations.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014
Using massively parallel simulation for MPI collective communication modeling in extreme-scale networks.
Proceedings of the 2014 Winter Simulation Conference, 2014

Heterogeneous concurrent execution of Monte Carlo photon transport on CPU, GPU and MIC.
Proceedings of the Fourth Workshop on Irregular Applications, 2014

A Case for Epidemic Fault Detection and Group Membership in HPC Storage Systems.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014

A case study in using massively parallel simulation for extreme-scale torus network codesign.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014

LORAIN: a step closer to the PDES 'holy grail'.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014

2013
Warp speed: executing time warp on 1, 966, 080 cores.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2013

2012
Neighborhood communication paradigm to increase scalability in large-scale dynamic scientific applications.
Parallel Comput., 2012

Model and simulation of exascale communication networks.
J. Simulation, 2012

Modeling a Million-Node Dragonfly Network Using Massively Parallel Discrete-Event Simulation.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

On the role of burst buffers in leadership-class storage systems.
Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

Modeling Large Scale Circuits Using Massively Parallel Discrete-Event Simulation.
Proceedings of the 20th IEEE International Symposium on Modeling, 2012

The RAMDISK storage accelerator: a method of accelerating I/O performance on HPC systems using RAMDISKs.
Proceedings of the 2nd International Workshop on Runtime and Operating Systems for Supercomputers, 2012

I/O threads to reduce checkpoint blocking for an electromagnetics solver on Blue Gene/P and Cray XK6.
Proceedings of the 2nd International Workshop on Runtime and Operating Systems for Supercomputers, 2012

2011
Investigating the memory characteristics of a massively parallel time warp kernel.
Proceedings of the Winter Simulation Conference 2011, 2011

Electronic poster: co-visualization of full data and in situ data extracts from unstructured grid cfd at 160k cores.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Poster: FLAMBES: evolving fast performance models.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Modeling a Leadership-Scale Storage System.
Proceedings of the Parallel Processing and Applied Mathematics, 2011

Modeling Billion-Node Torus Networks Using Massively Parallel Discrete-Event Simulation.
Proceedings of the 25th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2011

Parallel I/O Performance for Application-Level Checkpointing on the Blue Gene/P System.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010
VOGUE: A variable order hidden Markov model with duration based on frequent sequence mining.
ACM Trans. Knowl. Discov. Data, 2010

Adjacency-based data reordering algorithm for acceleration of finite element computations.
Sci. Program., 2010

Massively Parallel I/O for Partitioned Solver Systems.
Parallel Process. Lett., 2010

On deciding between conservative and optimistic approaches on massively parallel platforms.
Proceedings of the 2010 Winter Simulation Conference, 2010

5-D imaging and parallel automated analysis of cellular events in living immune tissue microenvironments.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Prototype for a large-scale static timing analyzer running on an IBM Blue Gene.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Scalable parallel I/O alternatives for massively parallel partitioned solver systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009
Strong scaling analysis of a parallel, unstructured, implicit solver and the influence of the operating system interference.
Sci. Program., 2009

An analysis of clustered failures on large supercomputing systems.
J. Parallel Distributed Comput., 2009

Seven-O'clock: a new distributed GVT algorithm using network atomic operations.
Int. J. Simul. Process. Model., 2009

Scalable RF Propagation Modeling on the IBM Blue Gene/L and Cray XT5 Supercomputers.
Proceedings of the 2009 Winter Simulation Conference, 2009

Scalable Time Warp on Blue Gene Supercomputers.
Proceedings of the 23rd International Workshop on Principles of Advanced and Distributed Simulation, 2009

Subdomain communication to increase scalability in large-scale scientific applications.
Proceedings of the 23rd international conference on Supercomputing, 2009

Simulating Large-Scale P2P Assisted Video Streaming.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

2007
Enterprise Collaboration: On-Demand Information Exchange Using Enterprise Databases, Wireless Sensor Networks, and RFID Systems.
IEEE Trans. Syst. Man Cybern. Part A, 2007

An Abstract Internet Topology Model for Simulating Peer-to-Peer Content Distribution.
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation, 2007

2006
Guest Editorial: Best of PADS 2005 Special Issue.
Simul., 2006

A market mechanism for participatory global query: A first step of enterprise resources self-allocation.
Inf. Technol. Manag., 2006

Eliminating remote message passing in optimistic simulation.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

VOGUE: A Novel Variable Order-Gap State Machine for Modeling Sequences.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

A Case Study in Understanding OSPF and BGP Interactions Using Efficient Experiment Design.
Proceedings of the 20th IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, 2006

2005
Sharing event data in optimistically scheduled multicast applications.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Seven-O'Clock: A New Distributed GVT Algorithm Using Network Atomic Operations.
Proceedings of the 19th Workshop on Parallel and Distributed Simulation, 2005

Algorithm for optimizing energy use and path resilience in sensor networks.
Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005

2004
Efficient Migration of Complex Off-Line Computer Vision Software to Real-Time System Implementation on Generic Computer Hardware.
IEEE Trans. Inf. Technol. Biomed., 2004

A Case Study in Meta-Simulation Design and Performance Analysis for Large-Scale Networks.
Proceedings of the 36th conference on Winter simulation, 2004

2003
Optimistic parallel simulation of a large-scale view storage system.
Future Gener. Comput. Syst., 2003

Large-scale network simulation techniques: examples of TCP and OSPF models.
Comput. Commun. Rev., 2003

Parallel distributed simulation and modeling methods: an algorithm for fully-reversible optimistic parallel simulation.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Simulation of large scale networks III: ROSS.Net: optimistic parallel simulation framework for large-scale internet models.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Large-Scale TCP Models Using Optimistic Parallel Simulation.
Proceedings of the 17th Workshop on Parallel and Distributed Simulation, 2003

Improving spatial locality of programs via data mining.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002
ROSS: A high-performance, low-memory, modular Time Warp system.
J. Parallel Distributed Comput., 2002

XSim: real-time analytic parallel simulations.
Proceedings of the 16th Workshop on Parallel and Distributed Simulation, 2002

Performance Mining of Large-Scale Data-Intensive Applications.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

2001
Complex and interconnected systems: optimistic parallel simulation of a large-scale view storage system.
Proceedings of the 33nd conference on Winter simulation, 2001

2000
Efficient Execution of Time Warp Programs on Heterogeneous, NOW Platforms.
IEEE Trans. Parallel Distributed Syst., 2000

1999
Efficient optimistic parallel simulations using reverse computation.
ACM Trans. Model. Comput. Simul., 1999

Joint Special Issue on Parallel and Distributed Simulation.
Simul., 1999

Visualizing parallel simulations that execute in network computing environments.
Future Gener. Comput. Syst., 1999

The effect of state-saving in optimistic simulation on a cache-coherent non-uniform memory access architecture.
Proceedings of the 31st conference on Winter simulation: Simulation, 1999

1997
Visualizing Parallel Simulations in Network Computing Environments: A Case Study.
Proceedings of the 29th conference on Winter simulation, 1997

Design and Implementation of HLA Time Management in the RTI Version F.0.
Proceedings of the 29th conference on Winter simulation, 1997

1996
Background Execution of Time Warp Programs.
Proceedings of the Tenth Workshop on Parallel and Distributed Simulation, 1996

1995
Simulating Population Dependent PCS Network Models Using Time Warp.
Proceedings of the 27th conference on Winter simulation, 1995

A case study in simulating PCS networks using time warp.
Proceedings of the Ninth Workshop on Parallel and Distributed Simulation, 1995

1994
Effect of communication overheads on Time Warp performance: an experimental study.
Proceedings of the Eighth Workshop on Parallel and Distributed Simulation, 1994

Distributed Simulation of Large-Scale PCS Networks.
Proceedings of the MASCOTS '94, Proceedings of the Second International Workshop on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems, January 31, 1994


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