A comparison of Gaussian process and M5P for prediction of soil permeability coefficient
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 …
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
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 …
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
Context: Software aging refers to the phenomenon of performance degradation, increasing
failure rate, or system crash due to resource consumption and error accumulation in …
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 …
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 …
operation, especially in Internet-of-Things environments. The back propagation (BP) neural …
[PDF][PDF] Analysis of Current Trends in Software Aging: A Literature Survey
Software aging and architecture degradation are important areas in software quality
assurance. Existing research in these areas has developed mitigation strategies for software …
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 …
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 …
applications and platforms as steady performance and resource deterioration. Previous …
A Comparative Analysis of Software Aging in Relational Database System Environments
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 …
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 …
accumulated errors in the system can easily lead to software aging problems such as …