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Performance evaluation of spintronic-based spiking neural networks using parallel discrete-event simulation
Spintronic devices that use the spin of electrons as the information state variable have the
potential to emulate neuro-synaptic dynamics and can be realized within a compact form …
potential to emulate neuro-synaptic dynamics and can be realized within a compact form …
Follow the leader: Alternating CPU/GPU computations in PDES
Despite the successes of graphics processing units (GPUs) in accelerating simulations in
several research fields, their use is largely restricted to domain-specific workloads that …
several research fields, their use is largely restricted to domain-specific workloads that …
Autonomic state management for optimistic simulation platforms
We present the design and implementation of an autonomic state manager (ASM) tailored
for integration within optimistic parallel discrete event simulation (PDES) environments …
for integration within optimistic parallel discrete event simulation (PDES) environments …
Transparently mixing undo logs and software reversibility for state recovery in optimistic PDES
The Time Warp synchronization protocol for Parallel Discrete Event Simulation (PDES) is
universally considered a viable solution to exploit the intrinsic simulation model parallelism …
universally considered a viable solution to exploit the intrinsic simulation model parallelism …
Speculative distributed simulation of very large spiking neural networks
Spiking Neural Networks are a class of Artificial Neural Networks that closely mimic
biological neural networks. They are particularly interesting because of their potential to …
biological neural networks. They are particularly interesting because of their potential to …
Devastator: A Scalable Parallel Discrete Event Simulation Framework for Modern C++
Parallel discrete event simulation is a fundamental simulation technology that is essential to
the parallelization of event-based models including hardware and transportation systems …
the parallelization of event-based models including hardware and transportation systems …
Zero lookahead? Zero problem. The window racer algorithm
Synchronization algorithms for parallel simulation struggle to attain speedup if the simulation
entities are tightly coupled and their interactions are difficult to predict. Window Racer is a …
entities are tightly coupled and their interactions are difficult to predict. Window Racer is a …
A fine-grain time-sharing time warp system
Several techniques have been proposed to improve the performance of Parallel Discrete
Event Simulation platforms relying on the Time Warp (optimistic) synchronization protocol …
Event Simulation platforms relying on the Time Warp (optimistic) synchronization protocol …
Comparing speculative synchronization algorithms for continuous-time agent-based simulations
Continuous-time agent-based models often represent tightly-coupled systems in which an
agent's state transitions occur in close interaction with neighboring agents. Without artificial …
agent's state transitions occur in close interaction with neighboring agents. Without artificial …
Efficient Non-Blocking Event Management for Speculative Parallel Discrete Event Simulation
Parallel Discrete Event Simulation (PDES) is a modelling technique that takes advantage of
concurrent computing resources. However, its asynchronous nature can present challenges …
concurrent computing resources. However, its asynchronous nature can present challenges …