?. ?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?-?,

M. Bari, N. Chaimov, A. M. Malik, K. A. Huck, B. Chapman et al., Arcs: Adaptive runtime configuration selection for power-constrained openmp applications, 2016 IEEE International Conference on Cluster Computing (CLUSTER), pp.461-470, 2016.

A. Benoit, L. Lefevre, A. C. Orgerie, and I. Rais, Shutdown policies with power capping for large scale computing systems, Europar 2017 : International European Conference on Parallel and Distributed Computing, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01589555

K. Bergman, S. Borkar, D. Campbell, W. Carlson, W. Dally et al., Exascale computing study: Technology challenges in achieving exascale systems. Defense Advanced Research Projects Agency Information Processing Techniques Office (DARPA IPTO), 2008.

F. Broquedis, T. Gautier, and V. Danjean, Libkomp, an efficient openmp runtime system for both fork-join and data flow paradigms, Proceedings of the 8th International Conference on OpenMP in a Heterogeneous World, IWOMP'12, pp.102-115, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00796253

J. Bueno-hedo, J. Planas, A. Duran, R. M. Badia, X. Martorell et al., Productive Programming of GPU Clusters with OmpSs, pp.557-568, 2012.

M. Curtis-maury, J. Dzierwa, A. Cd, and D. S. Nikolopoulos, Online strategies for high-performance power-aware thread execution on emerging multiprocessors, Proc. 20th IEEE International Parallel Distributed Processing Symposium, 2006.

A. Duran, X. Teruel, R. Ferrer, X. Martorell, and E. Ayguade, Barcelona openmp tasks suite: A set of benchmarks targeting the exploitation of task parallelism in openmp, Proc. of the 2009 International Conference on Parallel Processing, ICPP '09, pp.124-131, 2009.

M. Etinski, J. Corbalan, J. Labarta, and M. Valero, Utilization driven power-aware parallel job scheduling, Computer Science-Research and Development, vol.25, issue.3-4, pp.207-216, 2010.

M. Frigo, C. E. Leiserson, and K. H. Randall, The implementation of the cilk-5 multithreaded language, SIGPLAN Not, vol.33, issue.5, pp.212-223, 1998.

T. Gautier, J. Lima, N. Maillard, and B. Raffin, Xkaapi: A runtime system for data-flow task programming on heterogeneous architectures, Proceedings of the 2013 IEEE 27th International Symposium on Parallel and Distributed Processing, IPDPS '13, pp.1299-1308, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00799904

T. Gautier and P. Virouleau, New libkomp library, 2015.

J. H. Laros, . Iii, K. T. Pedretti, S. M. Kelly, S. W. Vaughan et al., Energy based performance tuning for large scale high performance computing systems, Proc. of the 2012 Symposium on High Performance Computing, HPC '12, vol.6, pp.1-6, 2012.

D. Li, B. R. De-supinski, M. Schulz, C. K. Nikolopoulos, and D. S. , Hybrid mpi/openmp power-aware computing, 2010 IEEE International Symposium on Parallel Distributed Processing (IPDPS), pp.1-12, 2010.

C. Lively, X. Wu, V. Taylor, S. Moore, C. Hc et al., Energy and performance characteristics of different parallel implementations of scientific applications on multicore systems, Int. J. High Perform. Comput. Appl, vol.25, issue.3, 2011.

A. Marathe, P. E. Bailey, D. K. Lowenthal, B. Rountree, M. Schulz et al., Power and energy footprint of openmp programs using openmp runtime api, Proceedings of the 2Nd International Workshop on Energy Efficient Supercomputing, E2SC '14, pp.79-88, 2014.

A. C. Orgerie, A. Mdd, and L. Lefevre, A survey on techniques for improving the energy efficiency of large-scale distributed systems, ACM Comput. Surv, vol.46, issue.4, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00767582

A. K. Porterfield, S. L. Olivier, S. Bhalachandra, and J. F. Prins, Power measurement and concurrency throttling for energy reduction in openmp programs, 2013 IEEE International Symposium on Parallel Distributed Processing, Workshops and Phd Forum, pp.884-891, 2013.

A. K. Porterfield, S. L. Olivier, S. Bhalachandra, and J. F. Prins, Power measurement and concurrency throttling for energy reduction in openmp programs, Parallel and Distributed Processing Symposium Workshops & PhD Journal Title XX(X), 2013.

, Forum (IPDPSW), IEEE 27th International. IEEE, pp.884-891, 2013.

H. Ribic and Y. D. Liu, Energy-efficient work-stealing language runtimes, SIGARCH Comput. Archit. News, vol.42, issue.1, pp.513-528, 2014.

E. Rotem, A. Naveh, A. Ananthakrishnan, W. E. Rajwan, and D. , Power-management architecture of the intel microarchitecture code-named sandy bridge, IEEE Micro, vol.32, issue.2, pp.20-27, 2012.

B. Rountree, D. K. Lownenthal, B. R. De-supinski, M. Schulz, F. Vw et al., Adagio: Making dvs practical for complex hpc applications, Proceedings of the 23rd International Conference on Supercomputing, ICS '09, pp.460-469, 2009.

C. Su, D. Li, D. S. Nikolopoulos, K. W. Cameron, D. Supinski et al., Model-based, memory-centric performance and power optimization on numa multiprocessors, 2012 IEEE International Symposium on Workload Characterization (IISWC), pp.164-173, 2012.

M. Tchiboukdjian, N. Gast, and D. Trystram, Decentralized list scheduling, Annals of Operations Research, vol.207, issue.1, pp.237-259, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00796248

J. Treibig, G. Hager, and G. Wellein, LIKWID: lightweight performance tools, 2011.

P. Virouleau, F. Broquedis, T. Gautier, and F. Rastello, Using data dependencies to improve task-based scheduling strategies on numa architectures, Proceedings of the 22Nd International Conference on Euro-Par 2016: Parallel Processing, vol.9833, pp.531-544, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01338761

P. Virouleau, P. Brunet, F. Broquedis, N. Furmento, S. Thibault et al., Evaluation of OpenMP Dependent Tasks with the KASTORS Benchmark Suite, 10th International Workshop on OpenMP, IWOMP'14, pp.16-29, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01081974

X. Yang, Z. Zhou, S. Wallace, Z. Lan, W. Tang et al., Integrating dynamic pricing of electricity into energy aware scheduling for hpc systems, Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, SC '13, vol.60, 2013.

A. Yarkhan, J. Kurzak, P. Luszczek, and J. Dongarra, Porting the plasma numerical library to the openmp standard, International Journal of Parallel Programming, 2016.

, Author Biographies

, He received a BSc degree in Computer Science in 2007 by the Federal University of Santa Maria (UFSM), Brazil, and a MSc degree in Computer Science in 2009 by he Federal University of Rio Grande do Sul (UFRGS), Brazil. He is associate professor at the Federal University of Santa Maria (UFSM), Brazil, since 2014. His research interests are high performance computing, runtime systems for HPC

, Issam Ra¨?sRa¨?s is a PhD student since 2015 at ENS Lyon, France. He received a MSc degree in Computer Science and a BSc degree in Computer and Information Sciences at the University of Orleans, France. He works in the AVALON team at the LIP laboratory advised by

, He is a full time researcher at INRIA (the French National Institute for, Thierry Gautier received the Dipl. Ing. MS and PhD in computer science at the INPG, 1996.