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Authors: James Ryan Perry Akyüz and Tolga Ovatman

Affiliation: Department of Computer Engineering, Istanbul Technical University, 34469 İstanbul, Turkey

Keyword(s): State Machines, Predictive Caching, Execution Path Prediction.

Abstract: State machines are frequently used in software development, in many different contexts, ranging from modeling control software to distributed applications that operate in cloud environments. We have implemented and experimented on basic execution path-based predictive caching approaches for state machines to show that due to the limited number of paths that can be taken during a state machine run better pre-fetching can be achieved for state machine caches. We have applied our predictive approaches over least frequently used (LFU) and least recently used (LRU) replacement on two different state machine instances run with real-world execution traces.

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Paper citation in several formats:
Akyüz, J. and Ovatman, T. (2021). On Effects of Applying Predictive Caching for State Machines. In Proceedings of the 16th International Conference on Software Technologies - ICSOFT; ISBN 978-989-758-523-4; ISSN 2184-2833, SciTePress, pages 151-157. DOI: 10.5220/0010546001510157

@conference{icsoft21,
author={James Ryan Perry Akyüz. and Tolga Ovatman.},
title={On Effects of Applying Predictive Caching for State Machines},
booktitle={Proceedings of the 16th International Conference on Software Technologies - ICSOFT},
year={2021},
pages={151-157},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010546001510157},
isbn={978-989-758-523-4},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 16th International Conference on Software Technologies - ICSOFT
TI - On Effects of Applying Predictive Caching for State Machines
SN - 978-989-758-523-4
IS - 2184-2833
AU - Akyüz, J.
AU - Ovatman, T.
PY - 2021
SP - 151
EP - 157
DO - 10.5220/0010546001510157
PB - SciTePress

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