« Back Record Document

A fault-tolerance protocol for parallel applications with communication imbalance

2018-04-06T14:33:39Z

Proceedings - Symposium on Computer Architecture and High Performance Computing. Vol 2016 - January p. 162-169

Articulo

The predicted failure rates of future supercomputers loom the groundbreaking research large machines are expected to foster. Therefore, resilient extreme-scale applications are an absolute necessity to effectively use the new generation of supercomputers. Rollback-recovery techniques have been traditionally used in HPC to provide resilience. Among those techniques, message logging provides the appealing features of saving energy, accelerating recovery, and having low performance penalty. Its increased memory consumption is, however, an important downside. This paper introduces memory-constrained message logging (MCML), a general framework for decreasing the memory footprint of message-logging protocols. In particular, we demonstrate the effectiveness of MCML in maintaining message logging feasible for applications with substantial communication imbalance. This type of applications appear in many scientific fields. We present experimental results with several parallel codes running on up to 4,096 cores. Using those results and an analytical model, we predict MCML can reduce execution time up to 25% and energy consumption up to 15%, at extreme scale.

Instituto Tecnológico de Costa Rica

Lidia Gómez

Cartago - 300m Este del Estadio Fello Meza. Apartado 159-7050.

2550-2263, 2550-2365


Address: Av. Mariscal Antonio José de Sucre N58-63 y Fernández Salvador Edif. Olade - San Carlos, Quito - Ecuador.

Web: www.olade.org

Phone: (593 2) 259 8122 / 2598 280

Correo: realc@olade.org

ADMIN
Desarrollado por: Aikyu-Systems