Collaborative Path Prediction in Cache Pre-fetching for Distributed State Machines

Onur Göksel, Tolga Ovatman

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

Modeling distributed processes using state machines is gaining importance as the serverless computing becomes more widespread. One of the important issues in distributed state machine execution is to perform better caching approaches. Due to the nature of state machines, the amount of different paths that can be executed by a state machine is hmited. This property can be utilized to perform better caching by predicting which path is going to be taken. In this paper, we analyze former execution history of distributed state machines to perform better predictions. We also run experiments to find out if collaboratively using the history of the state machine instances makes any significant improvements on pre-fetching decision. Our results show that pre-fetching significantly decrease the number of cache misses while history sharing between instances provides improvements in a more limited fashion.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings - 6th International Conference on Computer Science and Engineering, UBMK 2021
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar489-493
Sayfa sayısı5
ISBN (Elektronik)9781665429085
DOI'lar
Yayın durumuYayınlandı - 2021
Etkinlik6th International Conference on Computer Science and Engineering, UBMK 2021 - Ankara, Turkey
Süre: 15 Eyl 202117 Eyl 2021

Yayın serisi

AdıProceedings - 6th International Conference on Computer Science and Engineering, UBMK 2021

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???event.eventtypes.event.conference???6th International Conference on Computer Science and Engineering, UBMK 2021
Ülke/BölgeTurkey
ŞehirAnkara
Periyot15/09/2117/09/21

Bibliyografik not

Publisher Copyright:
© 2021 IEEE

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