Edge TPUs are a domain of accelerators for low-power, edge devices and are widely used
in various Google products such as Coral and Pixel devices. In this paper, we first discuss …

Analytical hardware performance models yield swift estimation of desired hardware
performance metrics. However, develo** these analytical models for modern processors …

Este artıculo presenta un método de obtención de modelos estadısticos de rendimiento de
aplicaciones paralelas basado en la selección de modelos mediante el criterio de …

This article presents a new high-level parallel computational model named BSF"—Bulk
Synchronous Farm. The BSF model extends the BSP model to deal with the …

This paper presents a new LogP-based model, called LoOgGP, which allows an accurate
characterization of MPI applications based on microbenchmark measurements. This new …

A critical problem of predicting the execution time of parallel programs is computing the
maximum execution time of tasks involved in the parallel computation. For a parallel …

This paper presents a framework based on an user driven methodology to obtain analytical
models on parallel systems and, in particular, clusters. This framework consists of two …

First, we present goSLP, a framework that uses integer linear programming to find a globally
pairwise-optimal statement packing strategy to achieve superior vectorization performance …

A new method for obtaining models of the performance of parallel applications based on
statistical analysis is presented in this paper. This method is based on the Akaike's …

This paper presents a framework based on a user driven methodology to obtain analytical
models of MPI applications on parallel systems in a systematic and easy to use way. This …