High-Performance Computing (HPC) is rapidly moving towards the adoption of nodes characterized by an heterogeneous set of processing resources. This has already shown benets in terms of both performance and energy eciency. On the other side, heterogeneous systems are challenging from the application development and the resource management perspective. In this work, we discuss some outcomes of the MANGO project, showing the results of the execution of real applications on a emulated deeply heterogeneous systems for HPC. Moreover, we assessed the achievements of a proposed resource allocation policy, aiming at identifying a priori the best resource allocation options for a starting application.
Predictive Resource Management for Next-generation High-Performance Computing Heterogeneous Platforms
Giuseppe Massari;Anna Pupykina;Giovanni Agosta;William Fornaciari
2019-01-01
Abstract
High-Performance Computing (HPC) is rapidly moving towards the adoption of nodes characterized by an heterogeneous set of processing resources. This has already shown benets in terms of both performance and energy eciency. On the other side, heterogeneous systems are challenging from the application development and the resource management perspective. In this work, we discuss some outcomes of the MANGO project, showing the results of the execution of real applications on a emulated deeply heterogeneous systems for HPC. Moreover, we assessed the achievements of a proposed resource allocation policy, aiming at identifying a priori the best resource allocation options for a starting application.File | Dimensione | Formato | |
---|---|---|---|
SAMOS_2019_RTRM_MANGO.pdf
accesso aperto
Descrizione: camera ready
:
Post-Print (DRAFT o Author’s Accepted Manuscript-AAM)
Dimensione
457.88 kB
Formato
Adobe PDF
|
457.88 kB | Adobe PDF | Visualizza/Apri |
MANGO_SAMOS_2019.pdf
Accesso riservato
Descrizione: versione pubblicata
:
Publisher’s version
Dimensione
607.34 kB
Formato
Adobe PDF
|
607.34 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.