Reliability-oriented resource management for High-Performance Computing

被引：3

作者：

Massari, Giuseppe ^{[1
]}

Peta, Miriam ^{[1
]}

Campi, Alessandro ^{[1
]}

Reghenzani, Federico ^{[1
]}

Terraneo, Federico ^{[1
]}

Agosta, Giovanni ^{[1
]}

Fornaciari, William ^{[1
]}

Ciesielski, Sebastian ^{[2
]}

Kulczewski, Michal ^{[2
]}

Piatek, Wojciech ^{[2
]}

机构：

[1] DEIB Politecn Milano, Via G Ponzio 34-5, Milan, Italy

[2] Poznan Supercomp & Networking Ctr, St Jana Pawla II 10, Poznan, Poland

来源：

SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS | 2023年 / 39卷

基金：

欧盟地平线“2020”;

关键词：

Reliability; HPC; Distributed systems; Resource management; Software simulators; Thermal management;

D O I：

10.1016/j.suscom.2023.100873

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Reliability is an increasingly pressing issue for High-Performance Computing systems, as failures are a threat to large-scale applications, for which an even single run may incur significant energy and billing costs. Currently, application developers need to address reliability explicitly, by integrating application-specific checkpoint/restore mechanisms. However, the application alone cannot exploit system knowledge, which is not the case for system-wide resource management systems. In this paper, we propose a reliability-oriented policy that can increase significantly component reliability by combining checkpoint/restore mechanisms exploitation and proactive resource management policies.

引用

页数：11

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