GQoSMT: On guaranteeing the quality of service requirements of simultaneous multithreading processors

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dc.authorscopusid57212214663en_US
dc.contributor.authorKüçük, Gürhan
dc.contributor.authorTokatlı, Nazlı
dc.contributor.authorNezir, Uğur
dc.contributor.authorPektaş, Elif Nurdan
dc.contributor.authorMete, Emrah
dc.contributor.authorGökhan Gökçek, Gülşah
dc.contributor.authorGüney, Merve
dc.contributor.authorAlsharif, Salwa
dc.contributor.authorEsfandiari Baiat, Zahra
dc.date.accessioned2023-11-28T06:16:08Z
dc.date.available2023-11-28T06:16:08Z
dc.date.issued2023en_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractGuaranteeing the quality of service of a running thread on a Simultaneous Multithreading processor is one of the most challenging issues since these processors allow sharing of many datapath resources, including the Issue Queue, the Reorder Buffer, the Load/Store Queue, the branch prediction circuit, and multiple levels of the caches among multiple threads. In this study, we apply machine learning techniques to accurately predict the instant quality of service of a target thread so that we can transfer just a sufficient amount of shared resources to keep its quality of service stable at an expected level. Our test results show that our proposed prediction model gives only around 3% deviation from the target quality of service level, on average, whereas an earlier prediction model gives more than a 13% deviation.en_US
dc.identifier.citationKüçük, G., Tokatlı, N., Nezir, U., Pektaş, E. N., Mete, E., Gökhan Gökçek, G., Güney, M., Alsharif, S. & Esfandiari Baiat, Z. (13-15 September, 2023). GQoSMT: On guaranteeing the quality of service requirements of simultaneous multithreading processors (pp. 234 - 239), Burdur, Türkiye. https://doi.org/10.1109/UBMK59864.2023.10286669en_US
dc.identifier.doi10.1109/UBMK59864.2023.10286669en_US
dc.identifier.endpage239en_US
dc.identifier.isbn9798350340815
dc.identifier.scopus2-s2.0-85177552654en_US
dc.identifier.startpage234en_US
dc.identifier.urihttps://doi.org/10.1109/UBMK59864.2023.10286669
dc.identifier.urihttps://hdl.handle.net/20.500.13055/589
dc.indekslendigikaynakScopusen_US
dc.institutionauthorTokatlı, Nazlı
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2023 8th International Conference on Computer Science and Engineering (UBMK)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectData Center Applicationsen_US
dc.subjectQuality of Serviceen_US
dc.subjectSimultaneous Multithreadingen_US
dc.titleGQoSMT: On guaranteeing the quality of service requirements of simultaneous multithreading processorsen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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