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Published in: Wireless Networks 6/2016

01-08-2016

Cooperative content delivery exploiting multiple wireless interfaces: methods, new technological developments, open research issues and a case study

Authors: Zaheer Khan, Athanasios V. Vasilakos, Bidushi Barua, Shahriar Shahabuddin, Hamed Ahmadi

Published in: Wireless Networks | Issue 6/2016

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Abstract

In this tutorial paper, we discuss and compare cooperative content delivery (CCD) techniques that exploit multiple wireless interfaces available on mobile devices to efficiently satisfy the already massive and rapidly growing user demand for content. The discussed CCD techniques include simultaneous use of wireless interfaces, opportunistic use of wireless interfaces, and aggregate use of wireless interfaces. We provide a taxonomy of different ways in which multiple wireless interfaces are exploited for CCD, and also discuss the real measurement studies that evaluate the content delivery performance of different wireless interfaces in terms of energy consumption and throughput. We describe several challenges related to the design of CCD methods using multiple interfaces, and also explain how new technological developments can help in accelerating the performance of such CCD methods. The new technological developments discussed in this paper include wireless interface aggregation, network caching, and the use of crowdsourcing. We provide a case study for selection of devices in a group for CCD using multiple interfaces. We consider this case study based on the observation that in general different CCD users can have different link qualities in terms of transmit/receive performance, and selection of users with good link qualities for CCD can accelerate the content delivery performance of wireless networks. Finally, we discuss some open research issues relating to CCD using multiple interfaces.

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Literature
2.
go back to reference Andrews, J., Buzzi, S., Choi, W., Hanly, S., Lozano, A., Soong, A., et al. (2014). What will 5G be? IEEE Journal on Selected Areas in Communications, 32(6), 1065–1082.CrossRef Andrews, J., Buzzi, S., Choi, W., Hanly, S., Lozano, A., Soong, A., et al. (2014). What will 5G be? IEEE Journal on Selected Areas in Communications, 32(6), 1065–1082.CrossRef
5.
go back to reference Yap, K. K., Huang, T. Y., Yiakoumis, Y., Chinchali, S., McKeown, N., & Katti, S. (2013). Scheduling packets over multiple interfaces while respecting user preferences. In Proceedings of the nineth ACM conference on emerging networking experiments and technologies (CoNEXT), December 2013 (pp. 109–120). Yap, K. K., Huang, T. Y., Yiakoumis, Y., Chinchali, S., McKeown, N., & Katti, S. (2013). Scheduling packets over multiple interfaces while respecting user preferences. In Proceedings of the nineth ACM conference on emerging networking experiments and technologies (CoNEXT), December 2013 (pp. 109–120).
6.
go back to reference Sharafeddine, S., Jahed, K., Abbas, N., Yaacoub, E., & Dawy, Z. (2013). Exploiting multiple wireless interfaces in smartphones for traffic offloading. In Proceedings of communications and networking (BlackSeaCom), July 2013 (pp. 142–146). Sharafeddine, S., Jahed, K., Abbas, N., Yaacoub, E., & Dawy, Z. (2013). Exploiting multiple wireless interfaces in smartphones for traffic offloading. In Proceedings of communications and networking (BlackSeaCom), July 2013 (pp. 142–146).
9.
go back to reference Seferoglu, H., Keller, L., Cici, B., Le, A., & Markopoulou, A. (2011). Cooperative video streaming on smartphones. In Proceedings of 49th annual Allerton conference on communication, Control, and Computing (Allerton), September 2011 (pp. 220–227). Seferoglu, H., Keller, L., Cici, B., Le, A., & Markopoulou, A. (2011). Cooperative video streaming on smartphones. In Proceedings of 49th annual Allerton conference on communication, Control, and Computing (Allerton), September 2011 (pp. 220–227).
10.
go back to reference Bo, H., Pan, H., Kumar, V., Marathe, M., Jianhua, S., & Srinivasan, A. (2012). Mobile data offloading through opportunistic communications and social participation. IEEE Transactions on Mobile Computing, 11(5), 821–834.CrossRef Bo, H., Pan, H., Kumar, V., Marathe, M., Jianhua, S., & Srinivasan, A. (2012). Mobile data offloading through opportunistic communications and social participation. IEEE Transactions on Mobile Computing, 11(5), 821–834.CrossRef
11.
go back to reference Ioannidis, S., Chaintreau, A., & Massoulie, L. (2009). Optimal and scalable distribution of content updates over a mobile social network. In Proceedings of IEEE conference on computer communications (INFOCOM), April 2009 (pp. 1422–1430). Ioannidis, S., Chaintreau, A., & Massoulie, L. (2009). Optimal and scalable distribution of content updates over a mobile social network. In Proceedings of IEEE conference on computer communications (INFOCOM), April 2009 (pp. 1422–1430).
12.
go back to reference Whitbeck, J., Amorim, M., Lopez, Y., Leguay, J., & Conan, V. (2011). Relieving the wireless infrastructure: When opportunistic networks meet guaranteed delays. In Proceedings of IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2011 (pp. 1–10). Whitbeck, J., Amorim, M., Lopez, Y., Leguay, J., & Conan, V. (2011). Relieving the wireless infrastructure: When opportunistic networks meet guaranteed delays. In Proceedings of IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2011 (pp. 1–10).
13.
go back to reference Chen, T., & Katz, D. M. (2009). Cooperative architechture for cellular-short-range combined mesh networks. In Proceedings of the 5th international ICST mobile multimedia communications conference (Mobimedia) (pp. 1–6). Chen, T., & Katz, D. M. (2009). Cooperative architechture for cellular-short-range combined mesh networks. In Proceedings of the 5th international ICST mobile multimedia communications conference (Mobimedia) (pp. 1–6).
14.
go back to reference Keller, L., Le, A., Cici, B., Seferoglu, H., Fragouli, C., & Markopoulou, A. (2012). Microcast: Cooperative video streaming on smartphones. In Proceedings of the 10th international conference on mobile systems, applications, and services (MobiSys), June 2012 (pp. 57–70). Keller, L., Le, A., Cici, B., Seferoglu, H., Fragouli, C., & Markopoulou, A. (2012). Microcast: Cooperative video streaming on smartphones. In Proceedings of the 10th international conference on mobile systems, applications, and services (MobiSys), June 2012 (pp. 57–70).
15.
go back to reference Stiemerling, M., & Kiesel, S. (2009). A system for peer-to-peer video streaming in resource constrained mobile environments. In Proceedings of the 1st ACM workshop on user-provided networking: Challenges and opportunities (pp. 25–30). Stiemerling, M., & Kiesel, S. (2009). A system for peer-to-peer video streaming in resource constrained mobile environments. In Proceedings of the 1st ACM workshop on user-provided networking: Challenges and opportunities (pp. 25–30).
16.
go back to reference Shenjie, L., & Chan, S. (2007). Bopper: Wireless video broadcasting with peer-to-peer error recovery. In Proceedings of IEEE international conference on multimedia and expo, July 2007 (pp. 392–395). Shenjie, L., & Chan, S. (2007). Bopper: Wireless video broadcasting with peer-to-peer error recovery. In Proceedings of IEEE international conference on multimedia and expo, July 2007 (pp. 392–395).
17.
go back to reference Xin, L., Cheung, G., & Chuah, C. (2008). Rate-distortion optimized network coding for cooperative video stream repair in wireless peer-to-peer networks. In Proceedings of international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2008 (pp. 1–6). Xin, L., Cheung, G., & Chuah, C. (2008). Rate-distortion optimized network coding for cooperative video stream repair in wireless peer-to-peer networks. In Proceedings of international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2008 (pp. 1–6).
18.
go back to reference Vingelmann, P., Pedersen, M., Fitzek, F., & Heide, J. (2011). On-the-fly packet error recovery in a cooperative cluster of mobile devices. In Proceedings of global telecommunications conference (GLOBECOM), December 2011 (pp. 1–6). Vingelmann, P., Pedersen, M., Fitzek, F., & Heide, J. (2011). On-the-fly packet error recovery in a cooperative cluster of mobile devices. In Proceedings of global telecommunications conference (GLOBECOM), December 2011 (pp. 1–6).
19.
go back to reference Barua, B., Khan, Z., Han, Z., Latva-aho, M., & Katz, M. (2004). On the selection of best devices for cooperative wireless content delivery. In Proceedings of IEEE global communications conference (GLOBECOM), November 2014 (pp. 1–7). Barua, B., Khan, Z., Han, Z., Latva-aho, M., & Katz, M. (2004). On the selection of best devices for cooperative wireless content delivery. In Proceedings of IEEE global communications conference (GLOBECOM), November 2014 (pp. 1–7).
22.
go back to reference Chuang, Y. J., & Lin, K.-J. (2012). Cellular traffic offloading through community-based opportunistic dissemination. In Proceedings of IEEE wireless communications and networking conference (WCNC), April 2012 (pp. 3188–3193). Chuang, Y. J., & Lin, K.-J. (2012). Cellular traffic offloading through community-based opportunistic dissemination. In Proceedings of IEEE wireless communications and networking conference (WCNC), April 2012 (pp. 3188–3193).
23.
go back to reference Koutsopoulos, I., Noutsi, E., & Iosifidis, G. (2014). Dijkstra goes social: Social-graph-assisted routing in next generation wireless networks. In Proceedings of European wireless conference (EWC), May 2014 (pp. 1–7). Koutsopoulos, I., Noutsi, E., & Iosifidis, G. (2014). Dijkstra goes social: Social-graph-assisted routing in next generation wireless networks. In Proceedings of European wireless conference (EWC), May 2014 (pp. 1–7).
24.
go back to reference Chen, X., Proulx, B., Gong, X., & Zhang, J. (2013). Social trust and social reciprocity based cooperative d2d communications. In Proceedings of the fourteenth ACM international symposium on mobile ad hoc networking and computing (MobiHoc) (pp. 187–196). Chen, X., Proulx, B., Gong, X., & Zhang, J. (2013). Social trust and social reciprocity based cooperative d2d communications. In Proceedings of the fourteenth ACM international symposium on mobile ad hoc networking and computing (MobiHoc) (pp. 187–196).
25.
go back to reference Zhang, Y., Song, L., Saad, W., Dawy, Z., & Han, Z. (2013). Exploring social ties for enhanced device-to-device communications in wireless networks. In Proceedings of IEEE global communications conference (GLOBECOM), December 2013 (pp. 4597–4602). Zhang, Y., Song, L., Saad, W., Dawy, Z., & Han, Z. (2013). Exploring social ties for enhanced device-to-device communications in wireless networks. In Proceedings of IEEE global communications conference (GLOBECOM), December 2013 (pp. 4597–4602).
26.
go back to reference Whitbeck, J., Lopez, Y., Leguay, J., Conan, V., & de Amorim, M. D. (2012). Push-and-track: Saving infrastructure bandwidth through opportunistic forwarding. Pervasive and Mobile Computing, 8(5), 682–697.CrossRef Whitbeck, J., Lopez, Y., Leguay, J., Conan, V., & de Amorim, M. D. (2012). Push-and-track: Saving infrastructure bandwidth through opportunistic forwarding. Pervasive and Mobile Computing, 8(5), 682–697.CrossRef
27.
go back to reference Golrezaei, N., Shanmugam, K., Dimakis, A., Molisch, A., & Caire, G. (2012). Femtocaching: Wireless video content delivery through distributed caching helpers. In Proceedings of IEEE conference on computer communications (INFOCOM), March 2012 (pp. 1107–1115). Golrezaei, N., Shanmugam, K., Dimakis, A., Molisch, A., & Caire, G. (2012). Femtocaching: Wireless video content delivery through distributed caching helpers. In Proceedings of IEEE conference on computer communications (INFOCOM), March 2012 (pp. 1107–1115).
29.
go back to reference Golrezaei, N., Dimakis, A., Molisch, A., & Caire, G. (2011). Wireless video content delivery through distributed caching and peer-to-peer gossiping. In Proceedings of the forty fifth ASILOMAR conference on signals, systems and computers (ASILOMAR), November 2011 (pp. 1177–1180). Golrezaei, N., Dimakis, A., Molisch, A., & Caire, G. (2011). Wireless video content delivery through distributed caching and peer-to-peer gossiping. In Proceedings of the forty fifth ASILOMAR conference on signals, systems and computers (ASILOMAR), November 2011 (pp. 1177–1180).
30.
go back to reference Trifunovic, S., Picu, A., Hossmann, T., & Hummel, K. A. (2013). Slicing the battery pie: Fair and efficient energy usage in device-to-device communication via role switching. In Proceedings of the 8th ACM MobiCom workshop on challenged networks (CHANTS), October 2013 (pp. 31–36). Trifunovic, S., Picu, A., Hossmann, T., & Hummel, K. A. (2013). Slicing the battery pie: Fair and efficient energy usage in device-to-device communication via role switching. In Proceedings of the 8th ACM MobiCom workshop on challenged networks (CHANTS), October 2013 (pp. 31–36).
31.
go back to reference Huang, J., Qian, F., Gerber, A., Mao, Z. M, Sen, S., & Spatscheck, O. (2012). A close examination of performance and power characteristics of 4G LTE networks. In Proceedings of the 10th international conference on mobile systems, applications, and services (MobiSys), June 2012 (pp. 225–238). Huang, J., Qian, F., Gerber, A., Mao, Z. M, Sen, S., & Spatscheck, O. (2012). A close examination of performance and power characteristics of 4G LTE networks. In Proceedings of the 10th international conference on mobile systems, applications, and services (MobiSys), June 2012 (pp. 225–238).
32.
go back to reference Friedman, R., Kogan, A., & Krivolapov, Y. (2013). On power and throughput tradeoffs of WiFi and bluetooth in smartphones. IEEE Transactions on Mobile Computing, 12(7), 1363–1376.CrossRef Friedman, R., Kogan, A., & Krivolapov, Y. (2013). On power and throughput tradeoffs of WiFi and bluetooth in smartphones. IEEE Transactions on Mobile Computing, 12(7), 1363–1376.CrossRef
33.
go back to reference Balasubramanian, N., Balasubramanian, A., & Venkataramani, A. (2009). Energy consumption in mobile phones: A measurement study and implications for network applications. In Proceedings of the 9th ACM SIGCOMM conference on internet measurement conference (IMC), November 2009 (pp. 280–293). Balasubramanian, N., Balasubramanian, A., & Venkataramani, A. (2009). Energy consumption in mobile phones: A measurement study and implications for network applications. In Proceedings of the 9th ACM SIGCOMM conference on internet measurement conference (IMC), November 2009 (pp. 280–293).
34.
go back to reference Kalic, G., Bojic, I., & Kusek, M. (2012). Energy consumption in android phones when using wireless communication technologies. In Proceedings of the 35th international convention of information communication technology, electronics and microelectronics (MIPRO), May 2012 (pp. 754–759). Kalic, G., Bojic, I., & Kusek, M. (2012). Energy consumption in android phones when using wireless communication technologies. In Proceedings of the 35th international convention of information communication technology, electronics and microelectronics (MIPRO), May 2012 (pp. 754–759).
35.
go back to reference Lim, Y., Chen, Y., Nahum, E. M., Towsley, D., & Gibbens, R. J. (2014). How green is multipath TCP for mobile devices?. In Proceedings of the 4th workshop on all things cellular: Operations, applications, and challenges, August 2014 (pp. 3–8). Lim, Y., Chen, Y., Nahum, E. M., Towsley, D., & Gibbens, R. J. (2014). How green is multipath TCP for mobile devices?. In Proceedings of the 4th workshop on all things cellular: Operations, applications, and challenges, August 2014 (pp. 3–8).
37.
go back to reference Xiao, Y., Kalyanaraman, R., & Jaaski, A. Y. (2008). Energy consumption of mobile youtube: Quantitative measurement and analysis. In Proceedings of the second international conference on next generation mobile applications, services and technologies (NGMAST), September 2008 (pp. 61–69). Xiao, Y., Kalyanaraman, R., & Jaaski, A. Y. (2008). Energy consumption of mobile youtube: Quantitative measurement and analysis. In Proceedings of the second international conference on next generation mobile applications, services and technologies (NGMAST), September 2008 (pp. 61–69).
38.
go back to reference Al-Kanj, L., Saad, W., & Dawy, Z. (2011). A game theoretic approach for content distribution over wireless networks with mobile-to-mobile cooperation. In Proceedings of IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC), September 2011 (pp. 1567–1572). Al-Kanj, L., Saad, W., & Dawy, Z. (2011). A game theoretic approach for content distribution over wireless networks with mobile-to-mobile cooperation. In Proceedings of IEEE 22nd international symposium on personal indoor and mobile radio communications (PIMRC), September 2011 (pp. 1567–1572).
39.
go back to reference Jinliang, H., Wang, M., & Yuqing, Q. (2014). A high energy-efficient cooperative content distribution scheme for wireless networks. In Proceedings of IEEE international conference on signal processing, communications and computing (ICSPCC), August 2014 (pp. 461–466). Jinliang, H., Wang, M., & Yuqing, Q. (2014). A high energy-efficient cooperative content distribution scheme for wireless networks. In Proceedings of IEEE international conference on signal processing, communications and computing (ICSPCC), August 2014 (pp. 461–466).
40.
go back to reference Iera, A., Militano, L., Romeo, L., & Scarcello, F. (2011). Fair cost allocation in cellular-bluetooth cooperation scenarios. IEEE Transactions on Wireless Communications, 10(8), 2566–2576.CrossRef Iera, A., Militano, L., Romeo, L., & Scarcello, F. (2011). Fair cost allocation in cellular-bluetooth cooperation scenarios. IEEE Transactions on Wireless Communications, 10(8), 2566–2576.CrossRef
41.
go back to reference Antonopoulos, A., Kartsakli, E., & Verikoukis, C. (2014). Game theoretic D2D content dissemination in 4G cellular networks. IEEE Communications Magazine, 52(6), 125–132.CrossRef Antonopoulos, A., Kartsakli, E., & Verikoukis, C. (2014). Game theoretic D2D content dissemination in 4G cellular networks. IEEE Communications Magazine, 52(6), 125–132.CrossRef
42.
go back to reference Lin, W., Zhao, H., & Liu, K. (2009). Cheat-proof cooperation strategies for wireless live streaming social networks. In Proceedings of IEEE international conference on acoustics, speech and signal processing (ICASSP), April 2009 (pp. 3469–3472). Lin, W., Zhao, H., & Liu, K. (2009). Cheat-proof cooperation strategies for wireless live streaming social networks. In Proceedings of IEEE international conference on acoustics, speech and signal processing (ICASSP), April 2009 (pp. 3469–3472).
43.
go back to reference Biling, Z., Yan, C., & Liu, K. (2012). An indirect-reciprocity reputation game for cooperation in dynamic spectrum access networks. IEEE Transactions on Wireless Communications, 11(12), 4328–4341.CrossRef Biling, Z., Yan, C., & Liu, K. (2012). An indirect-reciprocity reputation game for cooperation in dynamic spectrum access networks. IEEE Transactions on Wireless Communications, 11(12), 4328–4341.CrossRef
44.
go back to reference Binglai, N., Zhao, H., & Jiang, H. (2011). A cooperation stimulation strategy in wireless multicast networks. IEEE Transactions on Signal Processing, 59(5), 2355–2369.MathSciNetCrossRef Binglai, N., Zhao, H., & Jiang, H. (2011). A cooperation stimulation strategy in wireless multicast networks. IEEE Transactions on Signal Processing, 59(5), 2355–2369.MathSciNetCrossRef
45.
go back to reference Ananthanarayanan, G., Zats, D., & Stoica, I. (2009). An aggregate network abstraction for mobile devices. In Proceedings of the ACM international conference on mobile computing and networking (Mobicom), September 2009 (pp. 1–3). Ananthanarayanan, G., Zats, D., & Stoica, I. (2009). An aggregate network abstraction for mobile devices. In Proceedings of the ACM international conference on mobile computing and networking (Mobicom), September 2009 (pp. 1–3).
46.
go back to reference Chebrolu, K., & Rao, R. (2002). Communication using multiple wireless interfaces. In Proceedings of wireless communications and networking conference (WCNC), March 2002 (Vol. 1, pp. 327–331). Chebrolu, K., & Rao, R. (2002). Communication using multiple wireless interfaces. In Proceedings of wireless communications and networking conference (WCNC), March 2002 (Vol. 1, pp. 327–331).
47.
go back to reference Deng, S., Netravali, R., Sivaraman, A., & Balakrishnan, H. (2014). WiFi, LTE, or both? Measuring multi-homed wireless internet performance. In Proceedings of internet measurement conference (IMC), November 2014 (pp. 1–14). Deng, S., Netravali, R., Sivaraman, A., & Balakrishnan, H. (2014). WiFi, LTE, or both? Measuring multi-homed wireless internet performance. In Proceedings of internet measurement conference (IMC), November 2014 (pp. 1–14).
48.
go back to reference Aust, S., Davis, P., Yamaguchi, A., & Obana, S. S. (2007). Interface status monitoring for wireless link aggregation in cognitive networks. In Proceedings of IEEE global telecommunications conference (GLOBECOM), November 2007 (pp. 4873–4877). Aust, S., Davis, P., Yamaguchi, A., & Obana, S. S. (2007). Interface status monitoring for wireless link aggregation in cognitive networks. In Proceedings of IEEE global telecommunications conference (GLOBECOM), November 2007 (pp. 4873–4877).
49.
go back to reference Shengyang, C., Zhenhui, Y., & Muntean, G. (2013). A traffic burstiness-based offload scheme for energy efficiency deliveries in heterogeneous wireless networks. In Proceedings of IEEE global communications conference (Globecom) workshops, December 2013 (pp. 538–543). Shengyang, C., Zhenhui, Y., & Muntean, G. (2013). A traffic burstiness-based offload scheme for energy efficiency deliveries in heterogeneous wireless networks. In Proceedings of IEEE global communications conference (Globecom) workshops, December 2013 (pp. 538–543).
50.
go back to reference Shengyang, C., Zhenhui, Y., & Muntean, G. (2013). An energy-aware multipath-TCP-based content delivery scheme in heterogeneous wireless networks. In Proceedings of IEEE wireless communications and networking conference (WCNC), April 2013 (pp. 1291–1296). Shengyang, C., Zhenhui, Y., & Muntean, G. (2013). An energy-aware multipath-TCP-based content delivery scheme in heterogeneous wireless networks. In Proceedings of IEEE wireless communications and networking conference (WCNC), April 2013 (pp. 1291–1296).
51.
go back to reference Tsao, C., & Sivakumar, R. (2009). On effectively exploiting multiple wireless interfaces in mobile hosts. In Proceedings of the 5th international conference on emerging networking experiments and technologies (CoNEXT), December 2009 (pp. 337–348). Tsao, C., & Sivakumar, R. (2009). On effectively exploiting multiple wireless interfaces in mobile hosts. In Proceedings of the 5th international conference on emerging networking experiments and technologies (CoNEXT), December 2009 (pp. 337–348).
52.
go back to reference Man-Ching, Y., King, I., & Kwong-Sak, L. (2011). A survey of crowdsourcing systems. In Proceedings of IEEE third inernational conference on social computing, privacy, security, risk and trust (PASSAT), October 2011 (pp. 766–773). Man-Ching, Y., King, I., & Kwong-Sak, L. (2011). A survey of crowdsourcing systems. In Proceedings of IEEE third inernational conference on social computing, privacy, security, risk and trust (PASSAT), October 2011 (pp. 766–773).
53.
go back to reference Faggiani, A., Gregori, E., Lenzini, L., Luconi, V., & Vecchio, A. (2014). Smartphone-based crowdsourcing for network monitoring: Opportunities, challenges, and a case study. IEEE Communications Magazine, 52(1), 106–113.CrossRef Faggiani, A., Gregori, E., Lenzini, L., Luconi, V., & Vecchio, A. (2014). Smartphone-based crowdsourcing for network monitoring: Opportunities, challenges, and a case study. IEEE Communications Magazine, 52(1), 106–113.CrossRef
54.
go back to reference Zhonghong, O., Jiang, D., Shichao, D., Jun, W., Yla-Jaaski, A., Pan, H., et al. (2015). Utilize signal traces from others? A crowdsourcing perspective of energy saving in cellular data communication. IEEE Transactions on Mobile Computing, 14(1), 194–207.CrossRef Zhonghong, O., Jiang, D., Shichao, D., Jun, W., Yla-Jaaski, A., Pan, H., et al. (2015). Utilize signal traces from others? A crowdsourcing perspective of energy saving in cellular data communication. IEEE Transactions on Mobile Computing, 14(1), 194–207.CrossRef
56.
go back to reference Chen, Z., Yavuz, E. A., & Karlsson, G. (2012). Demo of a collaborative music sharing system. In Proceedings of the third ACM international workshop on mobile opportunistic networks (MobiOpp), 2012 (pp. 77–78). Chen, Z., Yavuz, E. A., & Karlsson, G. (2012). Demo of a collaborative music sharing system. In Proceedings of the third ACM international workshop on mobile opportunistic networks (MobiOpp), 2012 (pp. 77–78).
57.
go back to reference Zhaofei, C., Yavuz, E., & Karlsson, G. (2012). What a juke! A collaborative music sharing system. In Proceedings of IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2012 (pp. 1–6). Zhaofei, C., Yavuz, E., & Karlsson, G. (2012). What a juke! A collaborative music sharing system. In Proceedings of IEEE international symposium on a world of wireless, mobile and multimedia networks (WoWMoM), June 2012 (pp. 1–6).
59.
60.
go back to reference Shi, J., Guan, Z., Qiao, C., Melodia, T., Koutsonikolas, D., & Challen, G. (2014). Crowdsourcing access network spectrum allocation using smartphones. In Proceedings of the 13th ACM workshop on hot topics in networks, October 2014 (pp. 1–7). Shi, J., Guan, Z., Qiao, C., Melodia, T., Koutsonikolas, D., & Challen, G. (2014). Crowdsourcing access network spectrum allocation using smartphones. In Proceedings of the 13th ACM workshop on hot topics in networks, October 2014 (pp. 1–7).
61.
go back to reference Bahl, P., Chandra, R., Moscibroda, T., Murty, R., & Welsh, M. (2009). White space networking with WiFi like connectivity. ACM SIGCOMM Computer Communication Review, 39(4), 27–38.CrossRef Bahl, P., Chandra, R., Moscibroda, T., Murty, R., & Welsh, M. (2009). White space networking with WiFi like connectivity. ACM SIGCOMM Computer Communication Review, 39(4), 27–38.CrossRef
62.
go back to reference Shen, W., Hong, W., Cao, X., Yin, B., Shila, D. M., & Cheng, Y. (2014). Secure key establishment for device-to-device communications. In Proceedings of IEEE global communications conference (GLOBECOM), December 2014 (pp. 336–340). Shen, W., Hong, W., Cao, X., Yin, B., Shila, D. M., & Cheng, Y. (2014). Secure key establishment for device-to-device communications. In Proceedings of IEEE global communications conference (GLOBECOM), December 2014 (pp. 336–340).
66.
go back to reference Lai, C.-F., Chao, H.-C., Lai, Y.-X., & Wan, J. (2013). Cloud-assisted real-time transrating for HTTP live streaming. IEEE Wireless Communications, 20(3), 62–70.CrossRef Lai, C.-F., Chao, H.-C., Lai, Y.-X., & Wan, J. (2013). Cloud-assisted real-time transrating for HTTP live streaming. IEEE Wireless Communications, 20(3), 62–70.CrossRef
67.
go back to reference Wan, J., Zhang, D., Zhao, S., Yang, L., & Lloret, J. (2014). Context-aware vehicular cyber-physical systems with cloud support: Architecture, challenges, and solutions. IEEE Communications Magazine, 52(8), 106–113.CrossRef Wan, J., Zhang, D., Zhao, S., Yang, L., & Lloret, J. (2014). Context-aware vehicular cyber-physical systems with cloud support: Architecture, challenges, and solutions. IEEE Communications Magazine, 52(8), 106–113.CrossRef
68.
go back to reference Vasilakos, A. V., Li, Z., Simon, G., & You, W. (2015). Information centric network: Research challenges and opportunities. Journal of Network and Computer Applications, 52, 1–10.CrossRef Vasilakos, A. V., Li, Z., Simon, G., & You, W. (2015). Information centric network: Research challenges and opportunities. Journal of Network and Computer Applications, 52, 1–10.CrossRef
69.
go back to reference Jin, Y., Wen, Y., Shi, G., Wang, G., & Vasilakos, A. (2012). CoDaaS: An experimental cloud-centric content delivery platform for user-generated contents. In International conference on computing, networking and communications (ICNC), January 2012 (pp. 934–938). Jin, Y., Wen, Y., Shi, G., Wang, G., & Vasilakos, A. (2012). CoDaaS: An experimental cloud-centric content delivery platform for user-generated contents. In International conference on computing, networking and communications (ICNC), January 2012 (pp. 934–938).
70.
go back to reference Quan, W., Xu, C., Vasilakos, A., Guan, J., Zhang, H., & Grieco, L. (2014). TB2F: Tree-bitmap and bloom-filter for a scalable and efficient name lookup in content-centric networking. In IFIP networking conference, June 2014 (pp. 1–9). Quan, W., Xu, C., Vasilakos, A., Guan, J., Zhang, H., & Grieco, L. (2014). TB2F: Tree-bitmap and bloom-filter for a scalable and efficient name lookup in content-centric networking. In IFIP networking conference, June 2014 (pp. 1–9).
71.
go back to reference Li, P., Guo, S., Yu, S., & Vasilakos, A. (2012). CodePipe: An opportunistic feeding and routing protocol for reliable multicast with pipelined network coding. In IEEE international conference on computer communications (INFOCOM), March 2012 (pp. 100–108). Li, P., Guo, S., Yu, S., & Vasilakos, A. (2012). CodePipe: An opportunistic feeding and routing protocol for reliable multicast with pipelined network coding. In IEEE international conference on computer communications (INFOCOM), March 2012 (pp. 100–108).
Metadata
Title
Cooperative content delivery exploiting multiple wireless interfaces: methods, new technological developments, open research issues and a case study
Authors
Zaheer Khan
Athanasios V. Vasilakos
Bidushi Barua
Shahriar Shahabuddin
Hamed Ahmadi
Publication date
01-08-2016
Publisher
Springer US
Published in
Wireless Networks / Issue 6/2016
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-015-1070-5

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