Online Learning and Placement Algorithms for Efficient Delivery of User Generated Contents in Telco-CDNs

Safavi, Mohammadhassan; Bastani, Saeed; Landfeldt, Bjorn

doi:10.1109/tnsm.2019.2961560

Cited by 6 publications

(2 citation statements)

References 37 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In terms of marketing, the interaction between UGC sources and content sponsorship will affect consumers’ brand preference ( Kim and Lee, 2017 ; Li X. et al, 2021 ), and related service management will also exert an impact on UGC reviews ( Perez-Aranda et al, 2018 ). Also, some scholars have applied UGC to digital content consumption ( Zhao et al, 2022 ), telecom payment ( Safavi et al, 2019 ), and brand competition ( Liu et al, 2019 ). For the adolescent group, the richness and variety of UGC and the sense of freshness it brings may stimulate them to keep using the short video apps so much to an addictive state.…”

Section: Literature Reviewmentioning

confidence: 99%

Adolescent Addiction to Short Video Applications in the Mobile Internet Era

Liu

et al. 2022

Front. Psychol.

View full text Add to dashboard Cite

The adolescent addiction to short video applications is becoming increasingly prominent, which has brought great challenges to the physical and mental health and daily life of the adolescents. This manuscript conducts an empirical study on the contributing factors of the adolescent addiction to short video applications based on the user generated content (UGC). In our study, 96 participants aged 15–25 were surveyed by questionnaire, and then cross-analysis of individual factors and SEM analysis of UGC content factors were carried out. Through the analysis of individual factors of the adolescent addiction from the perspective of gender, age, and family environment, this study reveals that male users are more addicted to the use of applications (APP), and such addiction varies with age, and prolonged family members’ use of short video APP can also exacerbate the adolescent addiction degree. Furthermore, through verification of the theoretical model, it indicates that UGC perception and the degree of boredom in daily life have a significant positive effect on the level of addiction to short video applications, and the degree of boredom in daily life plays a significant mediating role between them. Based on the research on the influences of UGC on the adolescent immersive experience, this study proposes a mechanism of the adolescent addiction to the use of short video applications in the mobile Internet age to provide a better service guarantee for the adolescents.

show abstract

Section: Literature Reviewmentioning

confidence: 99%

Adolescent Addiction to Short Video Applications in the Mobile Internet Era

Liu

et al. 2022

Front. Psychol.

View full text Add to dashboard Cite

show abstract

“…The prime intention of this model is to reduce the cost of replica placement by scheduling the data considering computing capacity of the node in order to explore the task to be processed. A case study of telco CDN is reported in work of Safavi et al [21] where an on-line learning  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 13, No.…”

Section: Introductionmentioning

confidence: 99%

A novel cost-based replica server placement for optimal service quality in cloud-based content delivery network

Dharmapal,

Channakrishnaraju,

Krishnamur

2023

IJECE

View full text Add to dashboard Cite

<span lang="EN-US">Replica server placement is one of the crucial concerns for a given geographic diversity associated with placement problems in content delivery network (CDN). After reviewing the existing literatures, it is noted that studies are more for solving placement problem in conventional CDN and not much over cloud-based CDN architectures, which some few studies are reported towards replica selection are much in its nascent stages of development. Moreover, such models are not benchmarked or practically assessed to prove its effectiveness. Hence, the proposed study introduces a novel design of computational framework associated with cloud-based CDN which can facilitate cost-effective replica server management for enhanced service delivery. Implemented using analytical research methodology, the simulated study outcome shows that proposed scheme offers reduced cost, reduced resource dependencies, reduced latency, and faster processing time in contrast to existing models of replica server placement.</span>

show abstract