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Hayk Shoukourian
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Predicting the energy and power consumption of strong and weak scaling HPC applications
H Shoukourian, T Wilde, A Auweter, A Bode
Supercomputing frontiers and innovations 1 (2), 20-41, 2014
532014
Monitoring power data: A first step towards a unified energy efficiency evaluation toolset for HPC data centers
H Shoukourian, T Wilde, A Auweter, A Bode
Environmental Modelling & Software 56, 13-26, 2014
452014
The 4 Pillar Framework for energy efficient HPC data centers
T Wilde, A Auweter, H Shoukourian
Computer Science-Research and Development 29, 241-251, 2014
442014
Using machine learning for data center cooling infrastructure efficiency prediction
H Shoukourian, T Wilde, D Labrenz, A Bode
2017 IEEE International Parallel and Distributed Processing Symposium …, 2017
312017
DWPE, a new data center energy-efficiency metric bridging the gap between infrastructure and workload
T Wilde, A Auweter, MK Patterson, H Shoukourian, H Huber, A Bode, ...
2014 International Conference on High Performance Computing & Simulation …, 2014
312014
Analysis of the efficiency characteristics of the first high-temperature direct liquid cooled petascale supercomputer and its cooling infrastructure
H Shoukourian, T Wilde, H Huber, A Bode
Journal of Parallel and Distributed Computing 107, 87-100, 2017
212017
Power variation aware configuration adviser for scalable HPC schedulers
H Shoukourian, T Wilde, A Auweter, A Bode
2015 International Conference on High Performance Computing & Simulation …, 2015
182015
Forecasting power-efficiency related key performance indicators for modern data centers using LSTMs
H Shoukourian, D Kranzlmüller
Future Generation Computer Systems 112, 362-382, 2020
172020
Predicting energy consumption relevant indicators of strong scaling hpc applications for different compute resource configurations
H Shoukourian, T Wilde, A Auweter, A Bode, D Tafani
Proceedings of the Symposium on High Performance Computing, 115-126, 2015
162015
Taking advantage of node power variation in homogenous HPC systems to save energy
T Wilde, A Auweter, H Shoukourian, A Bode
High Performance Computing: 30th International Conference, ISC High …, 2015
142015
Adviser for energy consumption management: green energy conservation
H Shoukourian
Technische Universität München, 2015
132015
Increasing data center energy efficiency via simulation and optimization of cooling circuits-a practical approach
T Wilde, T Clees, H Shoukourian, N Hornung, M Schnell, I Torgovitskaia, ...
Energy Informatics: 4th DA-CH Conference, EI 2015, Karlsruhe, Germany …, 2015
92015
Interference of billing and scheduling strategies for energy and cost savings in modern data centers
JM Kunkel, H Shoukourian, MR Heidari, T Wilde
Sustainable Computing: Informatics and Systems 23, 49-66, 2019
62019
Towards a unified energy efficiency evaluation toolset: an approach and its implementation at Leibniz Supercomputing Centre (LRZ)
H Shoukourian, T Wilde, A Auweter, A Bode, P Piochacz
on Information and Communication Technologies, 276, 2013
62013
Best practice guide: Modern accelerators
J Bispo, JG Barbosa, PF Silva, C Morales, M Myllykoski, P Ojeda-May, ...
52021
Cooling Circuit Simulation II: A Numerical Example
T Clees, N Hornung, D Labrenz, M Schnell, H Schwichtenberg, ...
Scientific Computing and Algorithms in Industrial Simulations, 153-180, 2017
42017
PRACE Best Practice Guide 2020: Modern Processors
OW Saastad, K Kapanova, S Markov, C Morales, A Shamakina, ...
PRACE aisbl, 2020
32020
Towards energy-efficient data center infrastructure-a holistic approach based on software for modeling, simulation, and (re) configuration of the energy network.
T Wilde, T Clees, H Schwichtenberg, H Shoukourian, D Labrenz, ...
EnviroInfo/ICT4S (2), 245-246, 2015
22015
PRACE Best Practice Guide 2021: Modern Accelerators
HSE João Bispo, Jorge G. Barbosa, Pedro Filipe Silva, Cristian Morales ...
https://prace-ri.eu/training-support/best-practice-guides/modern-accelerators/, 2021
1*2021
SuperMUC - the First High-Temperature Direct Liquid Cooled Petascale Supercomputer Operated by LRZ
H Shoukourian, A Bode, H Huber, MI Ott, K Dieter
Contemporary High Performance Computing: from Petascale toward Exascale 3, 2019
12019
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