2019
DOI: 10.12694/scpe.v20i2.1517
|View full text |Cite
|
Sign up to set email alerts
|

Green and Sustainable High-Performance Computing through Smartphone Crowd Computing

Abstract: The introduction of the Internet of Things (IoT) and Big Data applications have garnered a massive amount of digital data. Processing and analysing these data demand vast computing resources, proportionately. The major downside of producing and using computing resources in such volumes is the deterioration of the Earth's environment. The production process of the electronic devices involves hazardous and toxic substances which not only harm human and other living being’s health but also contaminate the water a… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1
1

Citation Types

0
17
0

Year Published

2019
2019
2023
2023

Publication Types

Select...
5
2

Relationship

3
4

Authors

Journals

citations
Cited by 23 publications
(17 citation statements)
references
References 10 publications
0
17
0
Order By: Relevance
“…Recent studies suggest that in not so distant future, we shall have lithium-ion batteries that will last much longer [219]. Also, other technologies are coming up that will allow devices to be charged by various means, not depending on a rechargeable battery [220].…”
Section: H Energy Efficiencymentioning
confidence: 99%
“…Recent studies suggest that in not so distant future, we shall have lithium-ion batteries that will last much longer [219]. Also, other technologies are coming up that will allow devices to be charged by various means, not depending on a rechargeable battery [220].…”
Section: H Energy Efficiencymentioning
confidence: 99%
“…But, the researchers have not been able to move forward in increasing the capacity by enhancing these parameters since the emergence of LiBs (more details in Section 3) which are commonly used in today's mobile devices [193]. In fact, for a long time, the research on batteries have been stagnant [12]. As a result, the battery capability (especially, in terms of capacity) is by far lacking compared to the other components of the mobile devices [12].…”
Section: B Issuementioning
confidence: 99%
“…A networked grid of these smartphones offers a suitable alternative to the large data centre based computing systems as well as supercomputers, providing a feasible and promising solution for economic and sustainable HPC [10], [11]. This has been made possible because modern smartphones are loaded with highly capable computing hardware such as [12]:…”
Section: Introduction a Backdropmentioning
confidence: 99%
“…Therefore, PMC can fulfil the purpose of a miniature cloud, providing satisfactory computing capacity pervasively. Not only cost and time-efficient but PMC is also much energy-efficient HPC option compared to energy-hungry cloud data centres [5].…”
Section: P2p Mobile Cloud Computingmentioning
confidence: 99%
“…Logistic regression analysis does not consider the prior probabilities of failure as well as the restrictive assumptions regarding the normal distribution of independent variables or the equal dispersion matrices [45,46]. Though, due to the subjectivity of the choice of these misclassification costs in practice, most researchers aim (5)…”
Section: (4) Logit P Imentioning
confidence: 99%