Delay and power consumption estimation in embedded systems using hierarchical performance modeling

This paper reviews the research work done in the last 11 years in the area of green computing and analyzes the associated hypotheses, which are then structured in taxonomy and explored to pave the way for a comprehensive view of future research in the area. With the help of the taxonomy, we can understand which of the problems needs more attention. For example, when there is a small number of studies related to a problem, research needs to be conducted on this topic, while a huge number of studies could raise contradictory results that can be aggregated to a unified answer with a meta-analysis. Among the hypotheses generated, one can choose to investigate the hypotheses with a sufficient number of papers.

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“…There is a significant difference between the prediction of hierarchical performance modeling and real values [25] 7…”

Section: Review Protocolmentioning

confidence: 99%

Exploring research hypotheses in green computing

Hamizi¹,

Kholmatova²,

Succi³

2021

JSEGC

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“…In these studies, the response time of any performed task was not considered. In contrast, the algorithm applied in the present paper evaluates the response time by finding average value based on a framework which was developed and discussed in [2,4]. The time considered here between the application of input and occurrence of output can also be referred as the average Execution Time (ET).…”

Section: Related Workmentioning

confidence: 99%

“…The details of obtaining the desired performance equations (i.e. objective functions) are reported in [2,4].…”

Section: Dynamic Approachmentioning

confidence: 99%

“…Our aim here is on the timing analysis to ensure that any product functions well within the predefined time. HPM method predicts an average response time needed which is defined as the time interval between applying an input until the associated outputs are obtained [2,4]. The timing analysis is highly required to compute the delays occurring between computation and communication processes with several software running on different platforms.…”

Section: Introductionmentioning

confidence: 99%

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