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hLSTM-Aging: A Hybrid LSTM Model for Software Aging Forecast
Applied Sciences, 2022 Long-running software, such as cloud computing services, is now widely used in modern applications. As a result, the demand for high availability and performance has grown.
Felipe Battisti +7 more
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A survey of software aging and rejuvenation studies
ACM Journal on Emerging Technologies in Computing Systems, 2014 Software aging is a phenomenon plaguing many long-running complex software systems, which exhibit performance degradation or an increasing failure rate. Several strategies based on the proactive rejuvenation of the software state have been proposed to counteract software aging and prevent failures.
Domenico Cotroneo +2 more
exaly +5 more sources
IEEE Access, 2019 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 network has been adopted widely to predict the trend of software aging ...
Jing Liu, Lingze Meng
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Drones, 2023 It is necessary to develop a vehicle digital twin (DT) for urban air mobility (UAM) that uses an accurate, physics-based emulator to model the statics and dynamics of a vehicle. This is because the use of digital twins in the operation and control of UAM
Jackson Costa +7 more
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A Study on the Aging and Fault Tolerance of Microservices in Kubernetes
IEEE Access, 2022 Microservice-based applications are increasingly being adopted along with cloud service models, and nowadays serve millions of customers daily. They are supported by container-based architectures which are managed by orchestration platforms, such as ...
Jose Flora +3 more
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Компютерні системи та інформаційні технології, 2022 A complex model based on Continuous-Time Markov Chains is proposed, which combines an extended aging and rejuvenation model taking into account different aging levels and a model of mobile device usage activity.
VITALIY YAKOVYNA, BOHDAN UHRYNOVSKYI
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Entropy, 2020 Software aging is a phenomenon referring to the performance degradation of a long-running software system. This phenomenon is an accumulative process during execution, which will gradually lead the system from a normal state to a failure-prone state.
Shuguang Wang +3 more
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Software evolution: the lifetime of fine-grained elements [PDF]
PeerJ Computer Science, 2021 A model regarding the lifetime of individual source code lines or tokens can estimate maintenance effort, guide preventive maintenance, and, more broadly, identify factors that can improve the efficiency of software development.
Diomidis Spinellis +2 more
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Conflict effects of autophagy on cellular senescence in advanced ages: A systematic review [PDF]
Journal of Research in Clinical Medicine, 2022 Introduction: Recently, autophagy as a highly conserved catabolic intracellular process is considered a promising therapeutic target, particularly in pathological alternations under aging conditions.
Aysa Rezabakhsh +3 more
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Analyzing Software Rejuvenation Techniques in a Virtualized System: Service Provider and User Views
IEEE Access, 2020 Virtualization technology has promoted the fast development and deployment of cloud computing, and is now becoming an enabler of Internet of Everything. Virtual machine monitor (VMM), playing a critical role in a virtualized system, is software and hence
Jing Bai +4 more
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