Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
research-article

A decision model for OTT service users to adopt wireless D2D caching networks: : Exploring the Korean case

Published: 25 September 2024 Publication History

Abstract

As many Over-The-Top (OTT) users opt for mobile devices, mobile network traffic surges. However, current mobile communication technology faces difficulties. To provide a stable video content consumption experience to users, reliable alternatives must be found to resolve the limitation of the conventional approach. Accordingly, wireless Device-to-Device (D2D) caching networks have gained attention as a reliable alternative. Considering it can reduce network-related overheads, save related costs, and improve OTT video consumption environment, there is a high possibility that telecommunication operators want to commercialize this technology. To commercialize wireless D2D caching networks, users need to share their resources, such as personal information, smartphone storage, and battery. This study explores the decision-making process of mobile OTT users regarding D2D caching adoption on their mobile devices in Korea. An online survey of 94 respondents was conducted in South Korea. By using the analytic hierarchy process (AHP) approach, this study devised an evaluation model that includes three major factors: perceived benefits, perceived costs, and perceived situational conditions. The results reveal that risks, rather than situational factors and benefits, predominantly influence user intentions and strategies. Streaming video content via mobile data or Wi-Fi is viewed as the most feasible choice. Moreover, users show a preference for pre-downloading video content over adopting wireless D2D caching networks on their mobile devices. The findings provide a guideline for understanding the responses of mobile OTT service users and their priorities in responding to adopting wireless D2D caching networks.

Highlights

As Many Over-The-Top (OTT) users opt for mobile devices, mobile network traffic surges.
However, current mobile communication technology faces difficulties.
Wireless Device-to-Device (D2D) caching networks provide a solution to alleviate network strain from video streaming.
This study explores the decision-making process of mobile OTT users regarding D2D caching adoption on their mobile devices.
An online survey of 94 respondents was conducted in South Korea.
The data obtained were analyzed using the analytic hierarchy process (AHP) approach.
Risks play a pivotal role in shaping the behavioral intentions and strategies of mobile OTT service users.

References

[1]
M. Álvarez, A. Moreno, C. Mataix, The analytic hierarchy process to support decision-making processes in infrastructure projects with social impact, Total Qual. Manag. Bus. Excell. 24 (5–6) (2013) 596–606,.
[2]
A.S. Ali, K.M. Naguib, K.R. Mahmoud, Optimized resource and power allocation for sum rate maximization in D2D-assisted caching networks, in: 2019 14th international conference on computer Engineering and systems, IEEE, 2019,.
[3]
A. Bandura, Self-efficacy: Toward a unifying theory of behavioral change, Psycho. Rev. 84 (2) (1977) 191–215. https://psycnet.apa.org/doi/10.1037/0033-295X.84.2.191.
[4]
R.W. Belk, An exploratory assessment of situational effects in buyer behavior, J. Mark. Res. 11 (2) (1974) 156–163,.
[5]
A. Bijlani, U. Ramachandran, R. Campbell, Where did my 256 GB go? A measurement analysis of storage consumption on smart mobile devices, in: The ACM on measurement and analysis of computing systems, ACM Digital Library, 2021,.
[6]
S. Bush, A survey of Audience Reaction to NHK 1125 line color Television, Advanced Television Publishing, 1987.
[7]
I. Chlamtac, M. Conti, J.J.N. Liu, Mobile ad hoc networking: Imperatives and challenges, Ad Hoc Networks 1 (1) (2003) 13–64,.
[8]
M. Choi, Device caching strategy maximizing expected content quality, Journal of the Korea Society of Computer and Information 26 (1) (2021) 111–118,. (In Korean.
[9]
Cisco, Cisco visual networking index: Global mobile data traffic forecast update, 2017–2022, Cisco white paper, 2019.
[10]
S. Dimatteo, P. Hui, B. Han, V.O.K. Li, Cellular traffic offloading through WiFi networks, in: The 2011 IEEE eighth international conference on mobile Ad-Hoc and sensor systems, IEEE, 2011,.
[12]
L. Feng, P. Zhao, F. Zhou, M. Yin, P. Yu, W. Li, X. Qiu, Resource allocation for 5G D2D multicast content sharing in social-aware cellular networks, IEEE Communications Magazine 56 (3) (2018) 112–118,.
[13]
D. Ferreira, A.K. Dey, V. Kostakos, Understanding human-smartphone concerns: A study of battery life, in: K. Lyons, J. Hightower, E.M. Huang (Eds.), Pervasive computing, Springer, Berlin, Germany, 2011, pp. 19–33.
[14]
M. Germonprez, D. Hovorka, F. Collopy, A theory of tailorable technology design, J. Assoc. inf. Syst. 8 (6) (2007) 351–367,.
[15]
V. Goncalves, T. Evens, A. Alves, P. Ballon, Power and control strategies in online video services, in: The 25th European regional conference of the international telecommunications society, 2014, Econstor http://hdl.handle.net/10419/101438.
[16]
Y. He, I. Lee, L. Guan, Distributed throughput maximization in P2P VoD applications, IEEE Transactions on Multimedia 11 (3) (2009) 509–522,.
[17]
K. Heimerl, S. Hasan, K. Ali, E. Brewer, T. Parikh, Local, sustainable, small-scale cellular networks, in: The Sixth international conference on information and communication technologies and development: Full Papers-volume 1, ACM Digital Library, 2013,.
[18]
Institute of Information & Communications Technology Planning & Evaluation, Wireless edge caching technology research trends, 2020, https://www.itfind.or.kr/publication/regular/weeklytrend/weekly/view.do?boardParam1=7925&boardParam2=7925 In Korean.
[19]
L. Irwin, How much does GDPR Compliance cost in 2023?, Itgovernance, 2023, https://www.itgovernance.eu/blog/en/how-much-does-gdpr-compliance-cost-in-2020.
[20]
J. Jia, T.S. Durrani, J. Chen, The innovation waves in mobile telecommunication industry, IEEE Engineering Management Review 46 (3) (2018) 63–74,.
[21]
T. Kajla, K. Sood, S. Gupta, S. Raj, H. Singh, Identification and prioritization of the factors influencing blockchain adoption in the banking sector: Integrating fuzzy AHP with TOE framework, International Journal of Quality & Reliability Management (2023),.
[22]
Y. Kang, S. Kim, Understanding user resistance to participation in multihop communications, J. Comput.-Mediat. Commun. 14 (2) (2009) 328–351,.
[23]
Y. Kim, Impact of OTT service on the content creation, distribution and consumption, Studies of Broadcasting Culture 27 (1) (2015) 75–102. https://www.dbpia.co.kr/pdf/pdfView.do?nodeId=NODE06366055&mark=0&useDate=&ipRange=N&accessgl=Y&language=ko_KR&hasTopBanner=true In Korean.
[24]
S. Kim, H. Baek, D.H. Kim, OTT and live streaming services: Past, present, and future, Telecomm. Policy 45 (9) (2021) 102–244,.
[25]
D. Kim, S. Kim, Newspaper companies' determinants in adopting robot journalism, Technological Forecasting and Social Change 117 (2017) 184–195,.
[26]
M.S. Kim, E. Kim, S. Hwang, J. Kim, S. Kim, Willingness to pay for over-the-top services in China and Korea, Telecomm. Policy 41 (3) (2017) 197–207,.
[30]
B. Lee, Over 30 million domestic 5G subscribers…200,000units of MVNO 5G phones, The joongAng, 2023, https://www.joongang.co.kr/article/25160752#home In Korean.
[31]
M.R. Lee, S.J. Choi, Y.J. Lee, A study on the adoption of UHD for users perceived usefulness and ease of use of UHDTV, J. Broadcast. Eng. 20 (1) (2015) 48–56. In Korean.
[32]
J. Lee, S.H. Lee, M. Rim, C.G. Kang, System-level spatiotemporal offloading with inter-cell mobility model for device-to-device (D2D) communication-based mobile caching in cellular network, IEEE Access 8 (2020) 51570–51581,.
[33]
P.S. Manhas, F. Gulzar, A review and a conceptual framework of ‘irrational influences’ on consumer purchase behavior (CPB), Pranjana 15 (1) (2012) 47–53. https://www.proquest.com/scholarly-journals/review-conceptual-framework-irrational-influences/docview/1430264146/se-2.
[34]
M. Massaro, S. Kim, Why is South Korea at the forefront of 5G? Insights from technology systems theory, Telecomm. Policy 46 (5) (2022) 102–290,.
[35]
M.I. Merhi, A. Harfouche, Enablers of artificial intelligence adoption and implementation in production systems, International Journal of Production Research (2023) 1–15,.
[36]
H.J. Mohammed, H.A. Daham, Analytic hierarchy process for evaluating flipped classroom learning, Comput. Mater. Contin. 66 (3) (2021) 2229–2239.
[37]
Mordor Intelligence, Over the top (OTT) market – growth, trends, Covid-19 impacts, and forecasts, 2021, Retrieved from, 2021 – 2026 https://www.mordorintelligence.com/industry-reports/over-the-top-market.
[38]
W.R. Neuman, The mass audience looks at HDTV: An early experiment, in: The annual convention of the National association of Broadcasters, 1988.
[39]
E. Oliver, The challenges in large-scale smartphone user studies, in: The 2nd ACM international Workshop on hot Topics in Planet-scale measurement, ACM Digital Library, 2010,.
[40]
J. Park, C. Nam, H.J. Kim, Exploring the key services and players in the smart car market, Telecommun. Policy 43 (10) (2019),.
[41]
Press Arbitration Commission (2019): Changes in the landscape of domestic OTT services and market prospects. https://www.pac.or.kr/_common/new_download_file.asp?menu=magazine_sub&sub_idx=6697 In Korean.
[42]
F. Qian, K.S. Quah, J. Huang, J. Erman, A. Gerber, Z. Mao, S. Sen, O. Spatscheck, Web caching on smartphones: Ideal vs. reality, in: The 10th international conference on Mobile systems, applications, and services, ACM Digital Library, 2012,.
[43]
F. Rizzato, Mobile network experience during the COVID-19 pandemic: June update, Opensignal (2020) https://www.opensignal.com/2020/06/08/mobile-network-experience-during-the-covid-19-pandemic-june-update.
[44]
T.L. Saaty, Priority setting in complex problems, IEEE Transactions on Engineering Management (3) (1983) 140–155,.
[45]
T.L. Saaty, How to make a decision: The analytic hierarchy process, European Journal of Operational Research 48 (1) (1990) 9–26,.
[46]
T.L. Saaty, Decision making with the analytic hierarchy process, International Journal of Services Sciences 1 (1) (2008) 83–98,.
[47]
T. Seymour, A. Shaheen, History of wireless communication, Review of Business Information Systems 15 (2) (2011) 37–42,.
[48]
M.Z. Shakir, M. Ismail, X. Wang, K.A. Qaraqe, E. Serpedin, From D2D to Ds2D: prolonging the battery life of mobile devices via Ds2D communications, IEEE Wireless Communications 24 (4) (2017) 55–63.
[49]
S. Shin, J. Park, Factors affecting users' satisfaction and dissatisfaction of OTT services in South Korea, Telecommun. Policy 45 (9) (2021) 102–203,.
[50]
J. Sohn, What can consumers and businesses do with 5G? Take a look at South Korea, The Wall Street Journal (2022) https://www.wsj.com/articles/what-consumers-business-do-5g-south-korea-success-11646854941.
[51]
C. Van Slyke, J.T. Shim, R. Johnson, J. Jiang, Concern for information privacy and online consumer purchasing, Journal of the Association for Information Systems 7 (6) (2006) 415–444.
[52]
L.G. Vargas, An overview of the analytic hierarchy process and its applications, European Journal of Operational Research 48 (1) (1990) 2–8,.
[53]
L.G. Vargas, T.L. Saaty, Financial and intangible factors in fleet lease or buy decision, Ind. Mark. Manag. 10 (1) (1981) 1–10,.
[54]
Wan, K.; Sun, H.; Ji, M.; Tuninetti, D.; Caire, G. (2019): Fundamental limits of device-to-device private caching with trusted server. arXiv preprint arXiv:1912.09985 https://doi.org/10.48550/arXiv.1912.09985.
[55]
D.H. Yang, S. Kim, C. Nam, J.W. Min, Developing a decision model for business process outsourcing, Computers & Operations Research 34 (12) (2007) 3769–3778,.
[56]
Yonhap, S. Korea's mobile data prices second highest in world: Data, The Korea Herald, 2018, http://www.koreaherald.com/view.php?ud=20180507000098.
[57]
A. Zhang, X. Lin, Security-aware and privacy-preserving D2D communications in 5G, IEEE Netw 31 (4) (2017) 70–77,.
[58]
Z. Zhang, Y. Wu, X. Chu, J. Zhang, Resource allocation and power control for D2D communications to prolong the overall system survival time of mobile cells, IEEE Access 7 (2019) 17111–17124. https://doi.org/10.1109/ACCESS.2019.2893378.

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Telecommunications Policy
Telecommunications Policy  Volume 48, Issue 7
Aug 2024
175 pages

Publisher

Pergamon Press, Inc.

United States

Publication History

Published: 25 September 2024

Author Tags

  1. Mobile OTT service
  2. Wireless D2D caching networks
  3. Mobile communication technology
  4. OTT content delivery
  5. The analytic hierarchy process (AHP)

Qualifiers

  • Research-article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 0
    Total Downloads
  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 14 Oct 2024

Other Metrics

Citations

View Options

View options

Get Access

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media