Heterogeneous architectures are emerging as a dominant trend for HPC, mainly thanks to their high performance-per-watt ratio. Dealing with heterogeneity and task-based applications requires to consider different aspects at both infrastructures level and single node in order to meet power, thermal and performance requirements. Thus, in order to provide an effective and fine-grained management of the available resources, as well as balancing the load by dispatching applications among the different computing nodes, we proposed a hierarchical approach in which different resource managers, running in the nodes, collaborate to reach a multi-objectives optimization.

A Hierarchical Approach for Resource Management in Heterogeneous Systems

Michele Zanella;Federico Reghenzani;Giuseppe Massari;William Fornaciari
2018

Abstract

Heterogeneous architectures are emerging as a dominant trend for HPC, mainly thanks to their high performance-per-watt ratio. Dealing with heterogeneity and task-based applications requires to consider different aspects at both infrastructures level and single node in order to meet power, thermal and performance requirements. Thus, in order to provide an effective and fine-grained management of the available resources, as well as balancing the load by dispatching applications among the different computing nodes, we proposed a hierarchical approach in which different resource managers, running in the nodes, collaborate to reach a multi-objectives optimization.
978-88-905806-6-6
Resource Management, Heterogeneous Architecture, HPC
File in questo prodotto:
File Dimensione Formato  
ACACES_2018_v6.pdf

accesso aperto

Descrizione: Poster abstract
: Pre-Print (o Pre-Refereeing)
Dimensione 235.17 kB
Formato Adobe PDF
235.17 kB Adobe PDF Visualizza/Apri
poster_acaces_v3.pdf

accesso aperto

Descrizione: Poster
: Altro materiale allegato
Dimensione 272.13 kB
Formato Adobe PDF
272.13 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11311/1057109
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact