Abstract: Numerical simulations of physical phenomena governed by partial differential equations using parallel computing requires communication of data ...

Abstract—Numerical simulations of physical phenomena governed by partial differential equations using parallel com- puting requires communication of data ...

Abstract—Communication overhead in parallel systems can be a significant bottleneck in scaling up parallel computation. In.

Mar 27, 2019 · In this paper, we propose an event-triggered communication scheme to alleviate this bottleneck. We model the system as a switched dynamical ...

This paper model the system as a switched dynamical system and establishes its stability, and experiments show that the method has potential to reduce ...

“Parallel Computation using Event-Triggered. Communication”, American Control ... • Event-triggered communication is compared with periodic ...

Apr 28, 2022 · In this paper, we present EventGraD - an algorithm with event-triggered communication for stochastic gradient descent in parallel machine learning.

Mar 12, 2021 · Communication in parallel systems imposes significant overhead which often turns out to be a bottleneck in parallel machine learning. To relieve ...

In this paper, we present EventGraD - an algorithm with event-triggered communication in parallel stochastic gradient descent. The main idea of this algorithm ...

We focus on averaging with neighbors and communicate in an event-triggered fashion ... Receiver continues computation using the last received values. Page 7 ...