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dc.contributor.authorKelefouras, V
dc.contributor.editorOrailoglu A
dc.contributor.editorJung M
dc.contributor.editorReichenbach M
dc.date.accessioned2022-07-26T14:34:33Z
dc.date.issued2021-07
dc.identifier.isbn9783031045790
dc.identifier.issn0302-9743
dc.identifier.issn1611-3349
dc.identifier.urihttp://hdl.handle.net/10026.1/19439
dc.description.abstract

Loop tiling is a well-known loop transformation that enhances data locality in memory hierarchy. In this paper, we initially reveal two important inefficiencies of current analytical loop tiling models and we provide the theoretical background on how current analytical models can address these inefficiencies. To this end, we propose a new analytical model which is more accurate that the existing ones. We showcase, both theoretically and experimentally, that the proposed model can accurately estimate the number of cache misses for every generated tile size and as a result more efficient tile sizes are opted. Our evaluation results provide high cache misses gains and significant performance gains over gcc compiler and Pluto tool on an x86 platform.

dc.language.isoen
dc.publisherSpringer International Publishing
dc.titleAn analytical model for loop tiling transformation
dc.typeconference
plymouth.publisher-urlhttp://dx.doi.org/10.1007/978-3-031-04580-6
plymouth.conference-nameInternational Conference on Embedded Computer Systems: Architectures, Modeling and Simulation
plymouth.publication-statusPublished
plymouth.journal21st International Conference, SAMOS 2021, Virtual Event, July 4–8, 2021
dc.identifier.doi10.1007/978-3-031-04580-6
plymouth.organisational-group/Plymouth
plymouth.organisational-group/Plymouth/Faculty of Science and Engineering
plymouth.organisational-group/Plymouth/Faculty of Science and Engineering/School of Engineering, Computing and Mathematics
plymouth.organisational-group/Plymouth/REF 2021 Researchers by UoA
plymouth.organisational-group/Plymouth/REF 2021 Researchers by UoA/UoA11 Computer Science and Informatics
plymouth.organisational-group/Plymouth/Users by role
plymouth.organisational-group/Plymouth/Users by role/Academics
dcterms.dateAccepted2021-05-20
dc.rights.embargodate2023-7-1
dc.identifier.eissn1611-3349
rioxxterms.versionofrecord10.1007/978-3-031-04580-6
rioxxterms.licenseref.urihttp://www.rioxx.net/licenses/all-rights-reserved
rioxxterms.typeConference Paper/Proceeding/Abstract


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