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- Collective_Tuning_Initiative abstract "The Collective Tuning Initiative is a community-driven initiative which aims to develop free collaborative open-source research tools with unified API for code and architecture characterization and optimization. This enables the sharing of benchmarks, data sets and optimization cases from the community in the open optimization repository through unified web services to predict better optimizations or architecture designs (provided there is enough information collected in the repository from multiple users). Using common research-and-development tools should help to improve the quality and reproducibility of research into code, architecture design and optimization, encouraging innovation in this area. The tools and repository include: Collective Optimization Database: Open repository to share optimization cases from the community, provide web services and plugins to analyze collective optimization data and predict program optimizations based on statistical and machine-learning techniques and improve the quality and reproducibility of the compiler (and architecture research) Online machine learning-based program optimization predictor: Suggests optimization-improving factors such as execution time, code size and compilation time, based on similarities between programs (program features) Continuous Collective Compilation Framework: Automates and distribute iterative feedback-directed exploration of large optimization spaces by multiple users Interactive Compilation Interface: Opens and transforms production compilers into stable interactive research tool sets using an event-driven plugin system to avoid the development of new research compilers from scratch Collective benchmark with multiple data sets: Enables realistic benchmarking and research on iterative compilation and run-time adaptation. Universal Adaptation Framework: Enables run-time adaptation and optimization of statically-compiled programs for heterogeneous, multi-core architectures.↑ ↑ ↑".
- Collective_Tuning_Initiative wikiPageExternalLink cTools.
- Collective_Tuning_Initiative wikiPageExternalLink cdatabase.
- Collective_Tuning_Initiative wikiPageExternalLink ctuning.org.
- Collective_Tuning_Initiative wikiPageExternalLink cbench.
- Collective_Tuning_Initiative wikiPageExternalLink ccc.
- Collective_Tuning_Initiative wikiPageExternalLink cpredict.
- Collective_Tuning_Initiative wikiPageExternalLink unidapt.
- Collective_Tuning_Initiative wikiPageID "23944904".
- Collective_Tuning_Initiative wikiPageLength "3419".
- Collective_Tuning_Initiative wikiPageOutDegree "7".
- Collective_Tuning_Initiative wikiPageRevisionID "680704588".
- Collective_Tuning_Initiative wikiPageWikiLink Application_programming_interface.
- Collective_Tuning_Initiative wikiPageWikiLink Category:Software_optimization.
- Collective_Tuning_Initiative wikiPageWikiLink Collective_Optimization_Database.
- Collective_Tuning_Initiative wikiPageWikiLink Interactive_Compilation_Interface.
- Collective_Tuning_Initiative wikiPageWikiLink Open_source.
- Collective_Tuning_Initiative wikiPageWikiLink Plug-in_(computing).
- Collective_Tuning_Initiative wikiPageWikiLinkText "Collective Tuning Initiative (cTuning)".
- Collective_Tuning_Initiative wikiPageWikiLinkText "Collective Tuning Initiative".
- Collective_Tuning_Initiative wikiPageUsesTemplate Template:Mergefrom.
- Collective_Tuning_Initiative subject Category:Software_optimization.
- Collective_Tuning_Initiative hypernym Initiative.
- Collective_Tuning_Initiative type Organisation.
- Collective_Tuning_Initiative comment "The Collective Tuning Initiative is a community-driven initiative which aims to develop free collaborative open-source research tools with unified API for code and architecture characterization and optimization.".
- Collective_Tuning_Initiative label "Collective Tuning Initiative".
- Collective_Tuning_Initiative sameAs Q5146145.
- Collective_Tuning_Initiative sameAs m.076zfx6.
- Collective_Tuning_Initiative sameAs Q5146145.
- Collective_Tuning_Initiative wasDerivedFrom Collective_Tuning_Initiative?oldid=680704588.
- Collective_Tuning_Initiative isPrimaryTopicOf Collective_Tuning_Initiative.