Toward a Smart Cloud: A Review of Fault-Tolerance Methods in Cloud Systems
Citations
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Cites background from "Toward a Smart Cloud: A Review of F..."
...Fault tolerance (FT) is an essential concern in cloud computing platform since it enables the system to provide the required services with good performance in presence of the one or more failures of the system components(Gokhroo et al., 2017; Valle et al., 2008; Mukwevho and Celik, 2018)....
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..., it avoids recovery from faults and errors (Charity and Hua, 2016; Valle et al., 2008; Mukwevho and Celik, 2018; Engelmann et al., 2009, 2009)....
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Cites background or methods from "Toward a Smart Cloud: A Review of F..."
...reactive methods, proactive methods & resilient methods [68]....
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...On an ongoing app, it is used to evaluate a set of status variables [68]....
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...1) Checkpointing/Restarting: The approach works by consistently storing system status, begin the task from the most current state in case of failure [68]....
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...Upcoming guidance on cloud FT moves towards smart and resilient methods [68]....
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...3) Retry: The retry approach works by easily retrieving a rejected query several times over the same asset [68] 4) Custom Exception Handling: Includes methods where programmers inject code into the app so that during debugging they can handle different errors [68]....
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References
37,989 citations
"Toward a Smart Cloud: A Review of F..." refers background in this paper
...Another strength of model-free algorithms is such that they are scalable, they grow linearly with the number of features that are representing the environment [93]....
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...with the environment and therefore are usually seen as yielding better performance, this is known as data efficiency [93]....
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..., model-based and model-free approaches [93]....
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9,282 citations
"Toward a Smart Cloud: A Review of F..." refers background in this paper
...THE use of cloud computing [1] has witnessed a significant amount of growth over the past decade....
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8,195 citations
6,527 citations
"Toward a Smart Cloud: A Review of F..." refers background in this paper
...Such systems are made of multiple components that are deployed on multiple VMs [65], [66], [67], [68]....
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...Such systems are made of multiple components that are deployed onmultiple VMs [65], [66], [67], [68]....
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2,482 citations
"Toward a Smart Cloud: A Review of F..." refers methods in this paper
...Cross-validation can be used to combat the problem of overfitting [98]....
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