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According to Workload section, there are three workload patterns in the cloud computing environment: periodic, growing, and unpredictable.
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"Burstiness in enterprise workloads" section briefly discusses the prevalence of workload burstiness in enterprise applications.
The actual energy optimisation results were achieved by applying, the same workload of Section Workload generation in identical conditions, to the testbed once without energy-aware plug-in and the second time with the plug-in up and running.
The effects of caching is negligible in an enterprise Big Data environment [23, 29] (refer to "Hadoop MapReduce: working and workload characteristics" section), therefore large number of page faults occur, which in turn result in most of the data accesses from the underlying storage.
Gary Cooper would never have cried off because of his "heavy workload".In this section Erdogan's counterproductive ambition A return to normality Another southern front The end of peaceful coexistence?
Section 'Workload patterns' introduces SWPs and how they can be derived.
In Self-adaptive workload prediction suite section a high level design for the self-adaptive prediction suite is proposed.
According to the theoretical discussion, the risk minimization principle that is used by the time-series prediction algorithms affects the algorithms' accuracy in the environments with the different workload patterns (see Section Theoretical investigation of the hypothesis).
The following subsections analyze the experimental results in regard to the four sub-hypotheses that are introduced in Section Workload pattern effects on prediction accuracy of empirical and structural risk minimizations.
The results of the experiments support the theoretical conclusion presented in Section Workload pattern effects on prediction accuracy of empirical and structural risk minimizations, which suggests the use of the SRM principle in the environments with the growing and the periodic workload patterns.
Indeed, the data collection forms appeared to form the bulk of the workload (see next section), and two advisors expressed an interest in using the intervention (without the data collection forms) as part of their usual delivery (SB1, P3).
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