A comparison of Gaussian process and M5P for prediction of soil permeability coefficient

BT Pham, HB Ly, N Al-Ansari, LS Ho - Scientific Programming, 2021 - Wiley Online Library
The permeability coefficient (k) of soil is one of the most important parameters affecting soil
characteristics such as shear strength or settlement. Thus, determining soil permeability …

Software aging prediction for cloud services using a gate recurrent unit neural network model based on time series decomposition

K Jia, X Yu, C Zhang, W Hu, D Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Software aging, which is caused by the accumulation of errors in the system and the
consumption of computing resources, tends to occur in long-running cloud service software …

A method of multidimensional software aging prediction based on ensemble learning: A case of Android OS

Y Nie, Y Chen, Y Jiang, H Wu, B Yin, KY Cai - Information and Software …, 2024 - Elsevier
Context: Software aging refers to the phenomenon of performance degradation, increasing
failure rate, or system crash due to resource consumption and error accumulation in …

CSSAP: Software aging prediction for cloud services based on ARIMA-LSTM hybrid model

J Liu, X Tan, Y Wang - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
Cloud services typically compose of multiple distributed software components that
communicate with each other through web service interfaces in the cloud environments …

Integrating artificial bee colony algorithm and BP neural network for software aging prediction in IoT environment

J Liu, L Meng - IEEE Access, 2019 - ieeexplore.ieee.org
Software aging is a common phenomenon that exists in systems that require long periods of
operation, especially in Internet-of-Things environments. The back propagation (BP) neural …

[PDF][PDF] Analysis of Current Trends in Software Aging: A Literature Survey

T Rahman, J Nwokeji… - Computer and Information …, 2022 - scholar.archive.org
Software aging and architecture degradation are important areas in software quality
assurance. Existing research in these areas has developed mitigation strategies for software …

Service availability analysis in a virtualized system: A Markov regenerative model approach

J Bai, X Chang, G Ning, Z Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid and wide development and deployment of system virtualization, service
availability analysis has become increasingly important in a virtualized system (VS) which …

Docker platform aging: a systematic performance evaluation and prediction of resource consumption

L Vinícius, L Rodrigues, M Torquato… - The Journal of …, 2022 - Springer
Software aging is a complex phenomenon that manifests itself in software-based
applications and platforms as steady performance and resource deterioration. Previous …

A Comparative Analysis of Software Aging in Relational Database System Environments

H Couto, F Machida, G Callou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Computer systems that operate continuously over extended periods of time can be
susceptible to a phenomenon known as software aging. This phenomenon can result in the …

ACLM: Software aging prediction of virtual machine monitor based on attention mechanism of CNN-LSTM model

X Tan, J Liu - 2021 IEEE 21st International Conference on …, 2021 - ieeexplore.ieee.org
Because Virtual Machine Monitor (VMM) runs continuously with high load for a long time, the
accumulated errors in the system can easily lead to software aging problems such as …