Energy Monitoring as an Essential Building Block Towards Sustainable Ultrascale Systems - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Sustainable Computing : Informatics and Systems Year : 2018

Energy Monitoring as an Essential Building Block Towards Sustainable Ultrascale Systems

Abstract

An Ultrascale System (USS) joins parallel and distributed computing systems that will be two to three orders of magnitude larger than today's infrastructure regarding scale, performance, the number of components and their complexity. For such systems to become a reality, however, advances must be made in High Performance Computing (HPC), large-scale distributed systems, and big data solutions, also tackling challenges such as improving the energy efficiency of the IT infrastructure. Monitoring the power consumed by underlying IT resources is essential towards optimising the manner IT resources are used and hence improve the sustainability of such systems. Nevertheless, monitoring the energy consumed by USSs is a challenging endeavour as the system can comprise thousands of heterogeneous server resources spanning multiple data centres. Moreover, the amount of monitoring data, its gathering, and processing , should never become a bottleneck nor profoundly impact the energy efficiency of the overall system. This work surveys state of the art on energy monitoring of large-scale systems and methodologies for monitoring the power consumed by large systems and discusses some of the challenges to be addressed towards monitoring and improving the energy efficiency of USSs. Next, we present efforts made on designing monitoring solutions. Finally, we discuss potential gaps in existing solutions when tackling emerging large-scale monitoring scenarios and present some directions for future research on the topic.
Fichier principal
Vignette du fichier
suscom_nesus.pdf (1.96 Mo) Télécharger le fichier
Origin Files produced by the author(s)
Loading...

Dates and versions

hal-01627757 , version 1 (02-11-2017)

Identifiers

Cite

Francisco Almeida, Marcos Dias de Assuncao, Jorge Barbosa, Vicente Blanco, Ivona Brandic, et al.. Energy Monitoring as an Essential Building Block Towards Sustainable Ultrascale Systems. Sustainable Computing : Informatics and Systems, 2018, 17, pp.27-42. ⟨10.1016/j.suscom.2017.10.013⟩. ⟨hal-01627757⟩
1705 View
619 Download

Altmetric

Share

Gmail Mastodon Facebook X LinkedIn More