Performance Evaluation of Spintronic-Based Spiking Neural Networks using Parallel Discrete-Event Simulation.
ACM Trans. Model. Comput. Simul., January, 2025
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
Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models.
J. Aerosp. Inf. Syst., 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
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
Towards Provably Correct Probabilistic Flight Systems.
Proceedings of the Dynamic Data Driven Applications Systems, 2020