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Journal articles
Energy Monitoring as an Essential Building Block Towards Sustainable Ultrascale Systems
Francisco Almeida
1
Marcos Dias de Assuncao
2, 3
Jorge Barbosa
4
Vicente Blanco
1
Ivona Brandic
5
Georges da Costa
6
Manuel Dolz
7
Anne Elster
8
Mateusz Jarus
9
Helen Karatza
10
Laurent Lefèvre
2, 3
Ilias Mavridis
10
Ariel Oleksiak
11
Anne-Cécile Orgerie
12
Jean-Marc Pierson
6
2
AVALON - Algorithms and Software Architectures for Distributed and HPC Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
6
IRIT-SEPIA - Système d’exploitation, systèmes répartis, de l’intergiciel à l’architecture
IRIT - Institut de recherche en informatique de Toulouse
12
MYRIADS - Design and Implementation of Autonomous Distributed Systems
Inria Rennes – Bretagne Atlantique , IRISA-D1 - SYSTÈMES LARGE ÉCHELLE
Francisco Almeida 1
Author
Marcos Dias de Assuncao 2, 3
Author IdHAL : marcos-dias-de-assuncao ORCID : https://orcid.org/0000-0002-4218-0260
Jorge Barbosa 4
Author
Vicente Blanco 1
Author
Ivona Brandic 5
Author
Georges da Costa 6
Author Employer institution : Université Toulouse III - Paul Sabatier IdHAL : georges-da-costa ORCID : https://orcid.org/0000-0002-3365-7709
Manuel F Dolz 7
Author
Anne C Elster 8
Author
Mateusz Jarus 9
Author
Helen Karatza 10
Author
Laurent Lefèvre 2, 3
Author IdHAL : laurentlefevre
Ilias Mavridis 10
Author
Ariel Oleksiak 11
Author
Anne-Cécile Orgerie 12
Author
Jean-Marc Pierson 6
Author Employer institution : Université Toulouse III - Paul Sabatier IdHAL : jean-marc-pierson ORCID : https://orcid.org/0000-0001-8948-0474
1
ULL - Universidad de La Laguna [Tenerife - SP] (S/C de Tenerife Spain - Spain)
2
AVALON - Algorithms and Software Architectures for Distributed and HPC Platforms (ENS Lyon 46 allée d'Italie
69364 Lyon Cedex 07 - France)
- Inria Grenoble - Rhône-Alpes (Inovallée
655 avenue de l'Europe
38330 Montbonnot - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- LIP - Laboratoire de l'Informatique du Parallélisme (46 Allée d'Italie 69364 LYON CEDEX 07 - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5668 (France)
- Université de Lyon (92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07 - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- UCBL - Université Claude Bernard Lyon 1 (43, boulevard du 11 novembre 1918, 69622 Villeurbanne cedex - France)
- Université de Lyon (92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07 - France)
- ENS Lyon - École normale supérieure - Lyon (15 parvis René Descartes - BP 7000 - 69342 Lyon Cedex 07 - France)
3
LIP - Laboratoire de l'Informatique du Parallélisme (46 Allée d'Italie 69364 LYON CEDEX 07 - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5668 (France)
- Université de Lyon (92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07 - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- UCBL - Université Claude Bernard Lyon 1 (43, boulevard du 11 novembre 1918, 69622 Villeurbanne cedex - France)
- Université de Lyon (92 rue Pasteur - CS 30122, 69361 Lyon Cedex 07 - France)
- ENS Lyon - École normale supérieure - Lyon (15 parvis René Descartes - BP 7000 - 69342 Lyon Cedex 07 - France)
4
LIACC - Departamento de matematica aplicada [Porto] (Rua das Taipas 135 4050 Porto - Portugal)
- Universidade do Porto (Praça de Gomes Teixeira, 4099-002 Porto - Portugal)
5
TU WIEN - Technical University of Vienna [Vienna] (Karlsplatz 13, 1040 Vienna - Austria)
6
IRIT-SEPIA - Système d’exploitation, systèmes répartis, de l’intergiciel à l’architecture (IRIT
118 Route de Narbonne
31062 Toulouse Cedex 9 - France)
- IRIT - Institut de recherche en informatique de Toulouse (118 Route de Narbonne, F-31062 Toulouse Cedex 9 - France)
- UT1 - Université Toulouse 1 Capitole (2 rue du Doyen-Gabriel-Marty - 31042 Toulouse Cedex 9 - France)
- UT2J - Université Toulouse - Jean Jaurès (5 allées Antonio Machado - 31058 Toulouse Cedex 9 - France)
- UT3 - Université Toulouse III - Paul Sabatier (118 route de Narbonne - 31062 Toulouse - France)
- Université Fédérale Toulouse Midi-Pyrénées (41 Allée Jules Guesde, 31000 Toulouse - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5505 (France)
- Toulouse INP - Institut National Polytechnique (Toulouse) (France)
- Université Fédérale Toulouse Midi-Pyrénées (41 Allée Jules Guesde, 31000 Toulouse - France)
7
UC3M - Universidad Carlos III de Madrid [Madrid] (Calle Madrid 126, 28903 Getafe, Madrid - Spain)
8
IES NTNU - Department of Electronic Systems [Trondheim] (Norwegian University of Science and Technology, Faculty of Information Technology and Electrical Engineering, NO-7491 Trondheim Norway - Norway)
- NTNU - Norwegian University of Science and Technology [Trondheim] (NO-7491 Trondheim - Norway)
9
PSNC - Poznan Supercomputing and Networking Center (61-139 Poznan - Poland)
10
Aristotle University of Thessaloniki (University Campus, 54124 Thessaloniki, Greece - Greece)
11
PUT - Poznan University of Technology (Pl. M. Skłodowskiej-Curie 5 5 M. Skłodowska-Curie Square 60-965 Poznan - Poland)
12
MYRIADS - Design and Implementation of Autonomous Distributed Systems (Campus de Beaulieu 35042 Rennes cedex - France)
- Inria Rennes – Bretagne Atlantique (Campus de beaulieu
35042 Rennes cedex - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- IRISA-D1 - SYSTÈMES LARGE ÉCHELLE (France)
- IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires (Avenue du général Leclerc
Campus de Beaulieu
35042 RENNES CEDEX - France)
- UR1 - Université de Rennes 1 (2 rue du Thabor - CS 46510 - 35065 Rennes cedex - France)
- UNIV-RENNES - Université de Rennes (France)
- INSA Rennes - Institut National des Sciences Appliquées - Rennes (20, avenue des Buttes de Coësmes - CS 70839 - 35708 Rennes cedex 7 - France)
- UBS - Université de Bretagne Sud (BP 92116 - 56321 Lorient cedex - France)
- ENS Rennes - École normale supérieure - Rennes (Campus de Ker Lann - avenue Robert Schuman - 35170 Bruz - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
- CentraleSupélec (3, rue Joliot Curie, Plateau de Moulon, 91192 GIF-SUR-YVETTE Cedex - France)
- CNRS - Centre National de la Recherche Scientifique : UMR6074 (France)
- IMT Atlantique - IMT Atlantique Bretagne-Pays de la Loire (Campus Brest : Technopôle Brest-Iroise CS 8381829238 BREST Cedex 3 -
Campus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -
Campus Rennes : 2 Rue de la Châtaigneraie, 35510 CESSON SEVIGNE - France)
- IMT - Institut Mines-Télécom [Paris] (37-39 Rue Dareau, 75014 Paris - France)
- UR1 - Université de Rennes 1 (2 rue du Thabor - CS 46510 - 35065 Rennes cedex - France)
- IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires (Avenue du général Leclerc
Campus de Beaulieu
35042 RENNES CEDEX - France)
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.
Document type :
Journal articles
Complete list of metadatas
https://hal.inria.fr/hal-01627757
Contributor : Marcos Dias de Assuncao <>
Submitted on : Thursday, November 2, 2017 - 1:15:51 PM
Last modification on : Thursday, December 3, 2020 - 9:58:03 AM
Long-term archiving on: : Saturday, February 3, 2018 - 1:13:39 PM
Contributor : Marcos Dias de Assuncao <>
Submitted on : Thursday, November 2, 2017 - 1:15:51 PM
Last modification on : Thursday, December 3, 2020 - 9:58:03 AM
Long-term archiving on: : Saturday, February 3, 2018 - 1:13:39 PM
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suscom_nesus.pdf
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Identifiers
- HAL Id : hal-01627757, version 1
- DOI : 10.1016/j.suscom.2017.10.013
Collections
CNRS | LIP | UNIV-RENNES1 | ENS-LYON | SMS | UNIV-TLSE2 | INRIA | IRISA | UR1-UFR-ISTIC | UNIV-LYON1 | UNIV-RENNES | UNIV-TLSE3 | UT1-CAPITOLE | UDL | IRIT | IRIT-SEPIA | INSA-RENNES | GRID5000 | SILECS
Citation
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, Elsevier, 2018, 17, pp.27-42. ⟨10.1016/j.suscom.2017.10.013⟩. ⟨hal-01627757⟩
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