Français Anglais
Accueil Annuaire Plan du site
Accueil > Evenements > Séminaires
Séminaire d'équipe(s)
Crowdtuning: systematizing auto-tuning using predictive modeling and crowdsourcing
Grigori Fursin (séminaire ParSys)

19 November 2013, 10h30 - 19 November 2013, 12h00
Salle/Bat : 465/PCRI-N
Contact :

Activités de recherche : Calcul à haute performance

Résumé :
Software and hardware optimization and co-design of HPC systems becomes
intolerably complex, ad-hoc, time consuming and error prone due to enormous
number of available design and optimization choices, complex interactions
between all software and hardware components, and multiple strict
requirements placed on performance, power consumption, size, reliability
and cost.

We present our novel long-term holistic and practical solution to this
problem based on customizable, plugin-based, open-source Collective Mind
repository and infrastructure with unified web interfaces. This
collaborative framework distributes multi-objective auto-tuning among many
participants while utilizing any available smart phone, tablet, laptop,
cluster or data center, and continuously observing, classifying and
modeling realistic their behavior. Any unexpected behavior is analyzed
using shared data mining and predictive modeling plugins or exposed to the
community at cTuning.org for collaborative explanation. Gradually
increasing optimization knowledge helps to continuously improve
optimization heuristics of any compiler, predict optimizations for new
programs or suggest efficient run-time adaptation strategies depending on
end-user requirements. Already available public repository with thousands
of shared codelets, numerical applications, data sets, models, universal
experimental pipelines, and unified tools enables systematic, reproducible
and collaborative R&D with a new publication model where experiments and
techniques are validated and improved by the community.

Pour en savoir plus :
Séminaires
Some recent results on the integer linear programm
Théorie des graphes
Friday 30 November 2018 - 00h00
Salle : 445 - PCRI-N
Hung Nguyen .............................................

Maximum Independent Set in H-free graphs
Théorie des graphes
Friday 05 October 2018 - 14h30
Salle : 445 - PCRI-N
Edouard BONNET .............................................

A Family of Tractable Graph Distances
Gestion de données du Web
Wednesday 04 July 2018 - 10h30
Salle : 465 - PCRI-N
Stratis Ioannidis .............................................

Binary pattern of length greater than 14 are abeli
Combinatoire
Friday 29 June 2018 - 14h30
Salle : 445 - PCRI-N
Matthieu Rosenfeld .............................................

Distributionally Robust Optimization with Principa
Optimisation combinatoire et stochastique
Friday 29 June 2018 - 11h00
Salle : 455 - PCRI-N
Dr. Jianqiang Cheng .............................................