Balancing Performance and Aging in Cloud Environments

Thiago Gonçalves; Antonio Beck; Arthur Lorenzon

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Paper

Balancing Performance and Aging in Cloud Environments

Topics: Energy Efficient Cloud Computing; Resource Management

In Proceedings of the 14th International Conference on Cloud Computing and Services Science CLOSER - Volume 1, 216-223, 2024 , Angers, France

Authors: Thiago Gonçalves ; Antonio Beck and Arthur Lorenzon

Affiliation: Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil

Keyword(s): Process Variability, Aging, Cloud Computing.

Abstract: As the number of cores per chip increases, cloud servers become more capable of effectively handling multiple requests simultaneously. However, they may present unexpected temperature-related challenges that accelerate aging, causing errors or malfunctions. Moreover, because of process variability, temperature will vary even for identical cores running at the same operating frequency in the processor. In this scenario, we propose EquiLifeCM, a framework designed to maximize the lifespan of cloud machines. Given the system’s current status and applications’ behavior, EquiLifeCM automatically allocates workloads across cores from different cloud machines and applies frequency scaling considering core variability.

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Paper citation in several formats:

Gonçalves, T., Beck, A. and Lorenzon, A. (2024). Balancing Performance and Aging in Cloud Environments. In Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER; ISBN 978-989-758-701-6; ISSN 2184-5042, SciTePress, pages 216-223. DOI: 10.5220/0012687700003711

@conference{closer24,
author={Thiago Gon\c{c}alves and Antonio Beck and Arthur Lorenzon},
title={Balancing Performance and Aging in Cloud Environments},
booktitle={Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER},
year={2024},
pages={216-223},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012687700003711},
isbn={978-989-758-701-6},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER
TI - Balancing Performance and Aging in Cloud Environments
SN - 978-989-758-701-6
IS - 2184-5042
AU - Gonçalves, T.
AU - Beck, A.
AU - Lorenzon, A.
PY - 2024
SP - 216
EP - 223
DO - 10.5220/0012687700003711
PB - SciTePress