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Erschienen in: Peer-to-Peer Networking and Applications 5/2020

30.03.2020

Device-to-device streaming video caching for cellular download cost reduction

verfasst von: Rui Wang, Faezeh Hajiaghajani, Subir Biswas

Erschienen in: Peer-to-Peer Networking and Applications | Ausgabe 5/2020

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Abstract

Abstract
This paper proposes a Device-to-Device cooperative caching framework for streaming video consumption by mobile users. For downloading video with cooperative caching, a mobile device first searches within its neighboring Bluetooth-connected peers for whole or parts of the requested video before downloading them from a Content Provider’s server. A specific cooperative caching framework, namely, value-based caching is proposed in which the value of caching a hierarchically coded streaming video segment is defined for given pricing and video sharing models. Within this framework, we develop an Adaptive Quality (AQ) provisioning algorithm that minimizes the overall video content provisioning cost incurred due to the bandwidth usage of a cellular network. Detailed simulation experiments for functional validation and performance evaluation in comparison with other comparable caching strategies are then performed under different protocols and network parameters. It is shown that the proposed mechanism is able to appreciably reduce the overall video provisioning cost in the presence of end-user mobility.

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Literatur
1.
Zurück zum Zitat Loebbecke C, Soehnel A, Weniger S, Weiss T (2010) Innovating for the mobile end-user market: Amazon's Kindle 2 strategy as emerging business model. In: In Mobile Business and Ninth Global Mobility Roundtable (ICMB-GMR), 2010 Ninth International Conference on, pp 51–57 IEEECrossRef Loebbecke C, Soehnel A, Weniger S, Weiss T (2010) Innovating for the mobile end-user market: Amazon's Kindle 2 strategy as emerging business model. In: In Mobile Business and Ninth Global Mobility Roundtable (ICMB-GMR), 2010 Ninth International Conference on, pp 51–57 IEEECrossRef
2.
Zurück zum Zitat Ma RTB, Chiu DM, Lui JCS, Misra V, Rubenstein D (2011) On cooperative settlement between content, transit, and eyeball internet service providers. IEEE/ACM Trans Networking 19(3):802–815CrossRef Ma RTB, Chiu DM, Lui JCS, Misra V, Rubenstein D (2011) On cooperative settlement between content, transit, and eyeball internet service providers. IEEE/ACM Trans Networking 19(3):802–815CrossRef
3.
Zurück zum Zitat Maggs BM, Sitaraman RK (2015) Algorithmic nuggets in content delivery. ACM SIGCOMM Computer Communication Review 45(3):52–66CrossRef Maggs BM, Sitaraman RK (2015) Algorithmic nuggets in content delivery. ACM SIGCOMM Computer Communication Review 45(3):52–66CrossRef
4.
Zurück zum Zitat Yoon J, Liu P, Banerjee S (2016) Low-cost video transcoding at the wireless edge. In: IEEE/ACM Symposium on Edge Computing (SEC), pp 129–141 IEEECrossRef Yoon J, Liu P, Banerjee S (2016) Low-cost video transcoding at the wireless edge. In: IEEE/ACM Symposium on Edge Computing (SEC), pp 129–141 IEEECrossRef
5.
Zurück zum Zitat Goel S, Imielinski T, Ozbay K (2004) Ascertaining viability of WiFi based vehicle-to-vehicle network for traffic information dissemination. In: Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No. 04TH8749), pp 1086–1091 IEEECrossRef Goel S, Imielinski T, Ozbay K (2004) Ascertaining viability of WiFi based vehicle-to-vehicle network for traffic information dissemination. In: Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No. 04TH8749), pp 1086–1091 IEEECrossRef
6.
Zurück zum Zitat Zhang Y, Pan E, Song L, Saad W, Dawy Z, Han Z (2015) Social network aware device-to-device communication in wireless networks. IEEE Trans Wirel Commun 14(1):177–190CrossRef Zhang Y, Pan E, Song L, Saad W, Dawy Z, Han Z (2015) Social network aware device-to-device communication in wireless networks. IEEE Trans Wirel Commun 14(1):177–190CrossRef
7.
Zurück zum Zitat Zhang Y, Song L, Jiang C, Tran NH, Dawy Z, Han Z (2017) A social-aware framework for efficient information dissemination in wireless ad hoc networks. IEEE Commun Mag 55(1):174–179CrossRef Zhang Y, Song L, Jiang C, Tran NH, Dawy Z, Han Z (2017) A social-aware framework for efficient information dissemination in wireless ad hoc networks. IEEE Commun Mag 55(1):174–179CrossRef
8.
Zurück zum Zitat Zhang L, Afanasyev A, Burke J, Jacobson V, Crowley P, Papadopoulos C, Wang L, Zhang B (2014) Named data networking. ACM SIGCOMM Computer Communication Review 44(3):66–73CrossRef Zhang L, Afanasyev A, Burke J, Jacobson V, Crowley P, Papadopoulos C, Wang L, Zhang B (2014) Named data networking. ACM SIGCOMM Computer Communication Review 44(3):66–73CrossRef
9.
10.
Zurück zum Zitat Cadre HL, Bouhtou M, Tuffin B (2009) A pricing model for a mobile network operator sharing limited resource with a mobile virtual network operator. In: In International Workshop on Internet Charging and QoS Technologies. Springer, Berlin, Heidelberg, pp 24–35 Cadre HL, Bouhtou M, Tuffin B (2009) A pricing model for a mobile network operator sharing limited resource with a mobile virtual network operator. In: In International Workshop on Internet Charging and QoS Technologies. Springer, Berlin, Heidelberg, pp 24–35
11.
Zurück zum Zitat Arcelus FJ, Kumar S, Srinivasan G (2008) Pricing and rebate policies in the two-echelon supply chain with asymmetric information under price-dependent, stochastic demand. Int J Prod Econ 113(2):598–618CrossRef Arcelus FJ, Kumar S, Srinivasan G (2008) Pricing and rebate policies in the two-echelon supply chain with asymmetric information under price-dependent, stochastic demand. Int J Prod Econ 113(2):598–618CrossRef
13.
Zurück zum Zitat Sodagar I (2011) The mpeg-dash standard for multimedia streaming over the internet. IEEE MultiMedia 4:62–67CrossRef Sodagar I (2011) The mpeg-dash standard for multimedia streaming over the internet. IEEE MultiMedia 4:62–67CrossRef
14.
Zurück zum Zitat Liu Q, Safavi-Naini R, Sheppard NP (2003) Digital rights management for content distribution. In: Proceedings of the Australasian information security workshop conference on ACSW frontiers, pp 49–58 Liu Q, Safavi-Naini R, Sheppard NP (2003) Digital rights management for content distribution. In: Proceedings of the Australasian information security workshop conference on ACSW frontiers, pp 49–58
15.
Zurück zum Zitat Chuang CY, Wang YC, Lin YB (2010) Digital right management and software protection on Android phones. In: Vehicular Technology Conference (VTC - Spring), 2010 IEEE 71st, pp 1–5 IEEE Chuang CY, Wang YC, Lin YB (2010) Digital right management and software protection on Android phones. In: Vehicular Technology Conference (VTC - Spring), 2010 IEEE 71st, pp 1–5 IEEE
16.
Zurück zum Zitat Taghizadeh M, Biswas S (2013) Impacts of user-selfishness on cooperative content caching in social wireless networks. Ad Hoc Netw 11(8):2423–2439CrossRef Taghizadeh M, Biswas S (2013) Impacts of user-selfishness on cooperative content caching in social wireless networks. Ad Hoc Netw 11(8):2423–2439CrossRef
17.
Zurück zum Zitat Taghizadeh M, Micinski K, Ofria C, Torng E, Biswas S (2013) Distributed cooperative caching in social wireless networks. Mobile Computing, IEEE Transactions on 12.6:1037–1053 Taghizadeh M, Micinski K, Ofria C, Torng E, Biswas S (2013) Distributed cooperative caching in social wireless networks. Mobile Computing, IEEE Transactions on 12.6:1037–1053
18.
Zurück zum Zitat Ahlehagh H, Dey S (2012) Video caching in radio access network: impact on delay and capacity. In: Wireless Communications and Networking Conference (WCNC), pp 2276–2281 IEEE Ahlehagh H, Dey S (2012) Video caching in radio access network: impact on delay and capacity. In: Wireless Communications and Networking Conference (WCNC), pp 2276–2281 IEEE
19.
Zurück zum Zitat Summers J, Brecht T, Eager D, Szepesi T, Cassell B, Wong B (2014) Automated control of aggressive prefetching for HTTP streaming video servers. In: In Proceedings of International Conference on Systems and Storage, pp 1–11 ACM Summers J, Brecht T, Eager D, Szepesi T, Cassell B, Wong B (2014) Automated control of aggressive prefetching for HTTP streaming video servers. In: In Proceedings of International Conference on Systems and Storage, pp 1–11 ACM
20.
Zurück zum Zitat Delen E, Liew J, Willson V (2014) Effects of interactivity and instructional scaffolding on learning: self-regulation in online video-based environments. Comput Educ 78:312–320CrossRef Delen E, Liew J, Willson V (2014) Effects of interactivity and instructional scaffolding on learning: self-regulation in online video-based environments. Comput Educ 78:312–320CrossRef
21.
Zurück zum Zitat Das SK, Naor Z, Raj M (2017) Popularity-based caching for IPTV services over P2P networks. Peer-to-Peer Networking and Applications 10(1):156–169CrossRef Das SK, Naor Z, Raj M (2017) Popularity-based caching for IPTV services over P2P networks. Peer-to-Peer Networking and Applications 10(1):156–169CrossRef
22.
Zurück zum Zitat A. Keränen, O. Jörg, and T. Kärkkäinen 2009. "The ONE simulator for DTN protocol evaluation." In Proceedings of the 2nd international conference on simulation tools and techniques, p. 55. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), A. Keränen, O. Jörg, and T. Kärkkäinen 2009. "The ONE simulator for DTN protocol evaluation." In Proceedings of the 2nd international conference on simulation tools and techniques, p. 55. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering),
23.
Zurück zum Zitat R. Pantos, and W. May 2017. HTTP live streaming. No. RFC 8216. R. Pantos, and W. May 2017. HTTP live streaming. No. RFC 8216.
24.
Zurück zum Zitat P. T. Joy, and K. P. Jacob 2012. "A comparative study of cache replacement policies in wireless Mobile networks." Advances in Computing and Information Technology. Springer Berlin Heidelberg. 609–619 P. T. Joy, and K. P. Jacob 2012. "A comparative study of cache replacement policies in wireless Mobile networks." Advances in Computing and Information Technology. Springer Berlin Heidelberg. 609–619
25.
Zurück zum Zitat Abdullahi, Arif S, Hassan S (2015) Survey on caching approaches in information centric networking. J Netw Comput Appl 56:48–59CrossRef Abdullahi, Arif S, Hassan S (2015) Survey on caching approaches in information centric networking. J Netw Comput Appl 56:48–59CrossRef
26.
Zurück zum Zitat Ma G, Wang Z, Zhang M, Ye J, Chen M, Zhu W (2017) Understanding performance of edge content caching for mobile video streaming. IEEE Journal on Selected Areas in Communications 35(5):1076–1089CrossRef Ma G, Wang Z, Zhang M, Ye J, Chen M, Zhu W (2017) Understanding performance of edge content caching for mobile video streaming. IEEE Journal on Selected Areas in Communications 35(5):1076–1089CrossRef
27.
Zurück zum Zitat J. Dai(2012), et al. "Collaborative caching in wireless video streaming through resource auctions." Selected Areas in Communications, IEEE Journal on 30.2: 458–466 J. Dai(2012), et al. "Collaborative caching in wireless video streaming through resource auctions." Selected Areas in Communications, IEEE Journal on 30.2: 458–466
28.
Zurück zum Zitat Liang K, Yu HF (2012) Adjustable two-tier cache for IPTV based on segmented streaming. International Journal of Digital Multimedia Broadcasting 2012 Liang K, Yu HF (2012) Adjustable two-tier cache for IPTV based on segmented streaming. International Journal of Digital Multimedia Broadcasting 2012
29.
Zurück zum Zitat Y. Liu 2013, et al. "Dynamic adaptive streaming over CCN: a caching and overhead analysis." Communications (ICC), IEEE International Conference on. IEEE, 2013 Y. Liu 2013, et al. "Dynamic adaptive streaming over CCN: a caching and overhead analysis." Communications (ICC), IEEE International Conference on. IEEE, 2013
30.
Zurück zum Zitat Kanai K, Muto T, Kisara H, Katto J, Tsuda T, Kameyama W, Park Y, Sato T (2014) Proactive content caching utilizing transportation systems and its evaluation by field experiment. In: IEEE Global Communications Conference, pp 1382–1387 IEEE Kanai K, Muto T, Kisara H, Katto J, Tsuda T, Kameyama W, Park Y, Sato T (2014) Proactive content caching utilizing transportation systems and its evaluation by field experiment. In: IEEE Global Communications Conference, pp 1382–1387 IEEE
31.
Zurück zum Zitat K. Kanai, T. Muto, J. Katto, S. Yamamura, T. Furutono, T. Saito, H. Mikami(2016) et al. "Proactive content caching for mobile video utilizing transportation systems and evaluation through field experiments." IEEE Journal on Selected Areas in Communications 34, no. 8: 2102–2114 K. Kanai, T. Muto, J. Katto, S. Yamamura, T. Furutono, T. Saito, H. Mikami(2016) et al. "Proactive content caching for mobile video utilizing transportation systems and evaluation through field experiments." IEEE Journal on Selected Areas in Communications 34, no. 8: 2102–2114
32.
Zurück zum Zitat Qiao J, He Y, Shen XS (2016) Proactive caching for Mobile video streaming in millimeter wave 5G networks. IEEE Trans Wireless Communications 15(10):7187–7198CrossRef Qiao J, He Y, Shen XS (2016) Proactive caching for Mobile video streaming in millimeter wave 5G networks. IEEE Trans Wireless Communications 15(10):7187–7198CrossRef
33.
Zurück zum Zitat Z. Liu, et al. "Small World P2P overlay for video sharing service." Wireless Communications and Networking Conference (WCNC), 2012 IEEE IEEE, 2012 Z. Liu, et al. "Small World P2P overlay for video sharing service." Wireless Communications and Networking Conference (WCNC), 2012 IEEE IEEE, 2012
34.
Zurück zum Zitat Sun F, Liu B, Hou F, Zhou H, Chen J, Rui Y, Gui L (2016) A qoe centric distributed caching approach for vehicular video streaming in cellular networks. Wirel Commun Mob Comput 16(12):1612–1624CrossRef Sun F, Liu B, Hou F, Zhou H, Chen J, Rui Y, Gui L (2016) A qoe centric distributed caching approach for vehicular video streaming in cellular networks. Wirel Commun Mob Comput 16(12):1612–1624CrossRef
35.
Zurück zum Zitat Kumar N, Zeadally S, Rodrigues JJ (2015) QoS-aware hierarchical web caching scheme for online video streaming applications in internet-based vehicular ad hoc networks. IEEE Trans Ind Electron 62(12):7892–7900CrossRef Kumar N, Zeadally S, Rodrigues JJ (2015) QoS-aware hierarchical web caching scheme for online video streaming applications in internet-based vehicular ad hoc networks. IEEE Trans Ind Electron 62(12):7892–7900CrossRef
36.
Zurück zum Zitat S. Hatakeyama, Y. Sakata, and H. Shigeno 2014. "Cooperative Mobile Live Streaming Considering Neighbor Reception." Advanced Information Networking and Applications (AINA), IEEE 28th International Conference on. IEEE, 2014 S. Hatakeyama, Y. Sakata, and H. Shigeno 2014. "Cooperative Mobile Live Streaming Considering Neighbor Reception." Advanced Information Networking and Applications (AINA), IEEE 28th International Conference on. IEEE, 2014
37.
Zurück zum Zitat Bruneau-Queyreix J, Lacaud M, Négru D (2017) A Hybrid P2P/Multi-Server Quality-Adaptive Live-Streaming Solution Enhancing End-User's QoE. In: Proceedings of the 25th ACM international conference on Multimedia, pp 1261–1262 ACM Bruneau-Queyreix J, Lacaud M, Négru D (2017) A Hybrid P2P/Multi-Server Quality-Adaptive Live-Streaming Solution Enhancing End-User's QoE. In: Proceedings of the 25th ACM international conference on Multimedia, pp 1261–1262 ACM
39.
Zurück zum Zitat J. Guo, and Nathan Balon(2006). "Vehicular ad hoc networks and dedicated short-range communication." University of Michigan J. Guo, and Nathan Balon(2006). "Vehicular ad hoc networks and dedicated short-range communication." University of Michigan
40.
Zurück zum Zitat Eetha S, Agarwal S, Neelam S (2018) Zynq FPGA Based System Design for Video Surveillance with Sobel Edge Detection. In: IEEE International Symposium on Smart Electronic Systems (iSES)(Formerly iNiS), pp 76–79 IEEE Eetha S, Agarwal S, Neelam S (2018) Zynq FPGA Based System Design for Video Surveillance with Sobel Edge Detection. In: IEEE International Symposium on Smart Electronic Systems (iSES)(Formerly iNiS), pp 76–79 IEEE
Metadaten
Titel
Device-to-device streaming video caching for cellular download cost reduction
verfasst von
Rui Wang
Faezeh Hajiaghajani
Subir Biswas
Publikationsdatum
30.03.2020
Verlag
Springer US
Erschienen in
Peer-to-Peer Networking and Applications / Ausgabe 5/2020
Print ISSN: 1936-6442
Elektronische ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-020-00899-1

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