Future Networking Challenges: The Case of Mobile Augmented Reality

Proceedings - International Conference on Distributed Computing Systems

Volumn , Issue , 2017, Pages 1796-1807

  Braud, Tristan ^a   Bijarbooneh, Farshid Hassani ^a   Chatzopoulos, Dimitris ^a   Hui, Pan ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

AUGMENTED REALITY; COMPUTER HARDWARE; DATA HANDLING; WIRELESS NETWORKS;

COMPUTER VISION ALGORITHMS; COMPUTING POWER; FUTURE WIRELESS NETWORKS; MOBILE AUGMENTED REALITY; NETWORK INFRASTRUCTURE; REAL TIME; TRANSPORT PROTOCOLS; WEARABLE DEVICES;

DISTRIBUTED COMPUTER SYSTEMS;

EID: 85025596785     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDCS.2017.48     Document Type: Conference Paper

References (74)

1. T. Höllerer and S. Feiner, "Mobile augmented reality, " Telegeoinformatics: Location-Based Computing and Services. Taylor and Francis Books Ltd., London, UK, vol. 21, 2004.
2. R. Azuma, Y. Baillot, R. Behringer, S. Feiner, S. Julier, and B. MacIntyre, "Recent advances in augmented reality, " IEEE computer graphics and applications, vol. 21, no. 6, pp. 34-47, 2001.
3. Z. Huang, P. Hui, C. Peylo, and D. Chatzopoulos, "Mobile augmented reality survey: a bottom-up approach, " arXiv preprint arXiv:1309. 4413, 2013.
4. S. Kosta, A. Aucinas, P. Hui, R. Mortier, and X. Zhang, "Thinkair: Dynamic resource allocation and parallel execution in the cloud for mobile code offloading, " in Infocom, 2012 Proceedings IEEE. IEEE, 2012, pp. 945-953.
5. A. Asadi, Q. Wang, and V. Mancuso, "A survey on device-to-device communication in cellular networks, " IEEE Communications Surveys & Tutorials, vol. 16, no. 4, pp. 1801-1819, 2014.
6. K. Sucipto, D. Chatzopoulos, S. Kosta, and P. Hui, "Keep your nice friends close, but your rich friends closer-computation offloading using nfc, " arXiv preprint arXiv:1612. 03000, 2016.
7. R. A. Earnshaw, Virtual reality systems. Academic press, 2014.
8. A. Wexelblat, Virtual reality: applications and explorations. Academic Press, 2014.
9. R. T. Azuma, "A survey of augmented reality, " Presence: Teleoper. Virtual Environ., vol. 6, no. 4, pp. 355-385, Aug. 1997. [Online]. Available: http://dx. doi. org/10. 1162/pres. 1997. 6. 4. 355
10. F. Liu, P. Shu, H. Jin, L. Ding, J. Yu, D. Niu, and B. Li, "Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications, " IEEE Wireless Communications, vol. 20, no. 3, pp. 14-22, June 2013.
11. M. Flintham, S. Benford, R. Anastasi, T. Hemmings, A. Crabtree, C. Greenhalgh, N. Tandavanitj, M. Adams, and J. Row-Farr, "Where on-line meets on the streets: experiences with mobile mixed reality games, " in Proceedings of the SIGCHI conference on Human factors in computing systems. ACM, 2003, pp. 569-576.
12. B. Shi, J. Yang, Z. Huang, and P. Hui, "Offloading guidelines for augmented reality applications on wearable devices, " in Proceedings of the 23rd ACM International Conference on Multimedia, ser. MM '15. New York, NY, USA: ACM, 2015, pp. 1271-1274. [Online]. Available: http://doi. acm. org/10. 1145/2733373. 2806402
13. Z. Huang, W. Li, P. Hui, and C. Peylo, "Cloudridar: A cloud-based architecture for mobile augmented reality, " in Proceedings of the 2014 Workshop on Mobile Augmented Reality and Robotic Technology-based Systems, ser. MARS '14. New York, NY, USA: ACM, 2014, pp. 29-34. [Online]. Available: http://doi. acm. org/10. 1145/2609829. 2609832
14. K. Pulli, A. Baksheev, K. Kornyakov, and V. Eruhimov, "Real-time computer vision with opencv, " Communications of the ACM, vol. 55, no. 6, pp. 61-69, 2012.
15. B.-K. Seo, J. Park, H. Park, and J.-I. Park, "Real-time visual tracking of less textured three-dimensional objects on mobile platforms, " Optical Engineering, vol. 51, no. 12, p. 127202, 2013. [Online]. Available: http://dx. doi. org/10. 1117/1. OE. 51. 12. 127202
16. F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, "Fog computing and its role in the internet of things, " in Proceedings of the first edition of the MCC workshop on Mobile cloud computing. ACM, 2012, pp. 13-16.
17. D. Chatzopoulos and P. Hui, "Readme: A real-time recommendation system for mobile augmented reality ecosystems, " in Proceedings of the 2016 ACM on Multimedia Conference, ser. MM '16. New York, NY, USA: ACM, 2016, pp. 312-316. [Online]. Available: http://doi. acm. org/10. 1145/2964284. 2967233
18. M. Brown and D. G. Lowe, "Automatic panoramic image stitching using invariant features, " International journal of computer vision, vol. 74, no. 1, pp. 59-73, 2007.
19. T. Blajíc, D. Nogulíc, and M. Dru?zijaníc, "Latency improvements in 3g long term evolution, " in Proceedings of the International Convention on Information and Communication Technology, Electronics and Microelectronics, 2006.
20. M. Abrash. Latency the sine qua non of ar and vr. Accessed 23-02-2017. [Online]. Available: http://blogs. valvesoftware. com/abrash/ latency-the-sine-qua-non-of-ar-and-vr/
21. N. S. Foundation, "Nsf follow-on workshop on ultra-low latency wireless networks, " National Science Foundation, Tech. Rep., November 2016, http://inlab. lab. asu. edu/nsf/followup. html. [Online]. Available: http://inlab. lab. asu. edu/nsf/followup. html
22. J. Dolezal, Z. Becvar, and T. Zeman, "Performance evaluation of computation offloading from mobile device to the edge of mobile network, " in 2016 IEEE Conference on Standards for Communications and Networking (CSCN), Oct 2016, pp. 1-7.
23. P. Jain, J. Manweiler, and R. Roy Choudhury, "Overlay: Practical mobile augmented reality, " in Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services. ACM, 2015, pp. 331-344.
24. K. Ha, Z. Chen, W. Hu, W. Richter, P. Pillai, and M. Satyanarayanan, "Towards wearable cognitive assistance, " in Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services, ser. MobiSys '14. New York, NY, USA: ACM, 2014, pp. 68-81. [Online]. Available: http://doi. acm. org/10. 1145/2594368. 2594383
25. T. Y.-H. Chen, L. Ravindranath, S. Deng, P. Bahl, and H. Balakrishnan, "Glimpse: Continuous, real-time object recognition on mobile devices, " in Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, ser. SenSys '15. New York, NY, USA: ACM, 2015, pp. 155-168. [Online]. Available: http://doi. acm. org/10. 1145/2809695. 2809711
26. OpenSignal. State of mobile networks: Usa (february 2016). Accessed 23-02-2017. [Online]. Available: https://opensignal. com/reports/2016/ 02/usa/state-of-the-mobile-network/
27. Y. Xu, Z. Wang, W. K. Leong, and B. Leong, "An end-to-end measurement study of modern cellular data networks, " in International Conference on Passive and Active Network Measurement. Springer, 2014, pp. 34-45.
28. R. Research, "Mobile broadband explosion, " Rysavy, Tech. Rep., 2011.
29. Motorola, "Realistic lte performance, " Motorola, Tech. Rep., 2009.
30. SpeedTest. Speedtest market report united states. Accessed 23-02-2017. [Online]. Available: http://www. speedtest. net/reports/united-states/
31. Y. Heisler. A huge 4g milestone: Lte is now available for 98Accessed 23-02-2017. [Online]. Available: https://bgr. com/2015/03/ 23/lte-coverage-map-united-states/
32. 3GPP, "Overview of 3gpp release 12 v0. 2. 0, " 3GPP, Tech. Rep., 2015.
33. S. Mumtaz, K. M. S. Huq, and J. Rodriguez, "Direct mobile-to-mobile communication: Paradigm for 5g, " IEEE Wireless Communications, vol. 21, no. 5, pp. 14-23, October 2014.
34. OpenSignal. 802. 11ac: Its still hard to find, but its fast. Accessed 23-02-2017. [Online]. Available: https://opensignal. com/blog/2016/05/ 05/802-11ac-its-still-hard-to-find-but-its-fast/
35. -. Lte latency: How does it compare to other technologies? Accessed 23-02-2017. [Online]. Available: https://opensignal. com/blog/ 2014/03/10/lte-latency-how-does-it-compare-to-other-technologies/
36. G. Castignani, A. Lampropulos, A. Blanc, and N. Montavont, "Wi2me: A mobile sensing platform for wireless heterogeneous networks, " in 2012 32nd International Conference on Distributed Computing Systems Workshops, June 2012, pp. 108-113.
37. M. Heusse, F. Rousseau, G. Berger-Sabbatel, and A. Duda, "Performance anomaly of 802. 11 b, " in INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies, vol. 2. IEEE, 2003, pp. 836-843.
38. V. Shrivastava, S. Rayanchu, J. Yoonj, and S. Banerjee, "802. 11n under the microscope, " in Proceedings of the 8th ACM SIGCOMM Conference on Internet Measurement, ser. IMC '08. New York, NY, USA: ACM, 2008, pp. 105-110. [Online]. Available: http: //doi. acm. org/10. 1145/1452520. 1452533
39. W. Alliance, "Wifi peer-to-peer (p2p) technical specification version 1. 7, " Wifi Alliance, Tech. Rep., 2016.
40. M. Condoluci, L. Militano, A. Orsino, J. Alonso-Zarate, and G. Araniti, "Lte-direct vs. wifi-direct for machine-type communications over ltea systems, " in Personal, Indoor, and Mobile Radio Communications (PIMRC), 2015 IEEE 26th Annual International Symposium on. IEEE, 2015, pp. 2298-2302.
41. D. Chatzopoulos, K. Sucipto, S. Kosta, and P. Hui, "Video compression in the neighborhood: An opportunistic approach, " in 2016 IEEE International Conference on Communications (ICC), May 2016, pp. 1-6.
42. N. Alliance, "5g white paper, " Next generation mobile networks, white paper, 2015.
43. R. D. C. S. GSD. Sprintlink commercial availability announced. Accessed 23-02-2017. [Online]. Available: http://h-net. msu. edu/cgi-bin/logbrowse. pl?trx=vx&list=edtech&month= 9207&week=&msg=An61j4s0%2BR1UHNuEZOgGfw&user=&pw= [44] P. R. Center. Broadband vs. dial-up adoption over time. Accessed 23-02-2017. [Online]. Available: http://www. pewinternet. org/chart/ broadband-vs-dial-up-adoption-over-time/
44. Orange. Fiber offers. Accessed 23-02-2017. [Online]. Available: https://boutique. orange. fr/internet/offres-fibre/jet
45. H. Meller and P. Cohen, "The state of mobile web us 2015, " SimilarWeb, Tech. Rep., 2015.
46. S. Chen and J. Zhao, "The requirements, challenges, and technologies for 5g of terrestrial mobile telecommunication, " IEEE Communications Magazine, vol. 52, no. 5, pp. 36-43, 2014.
47. T. van der Vorst, R. Brennenraedts, M. Driesse, and R. Bekkers, "Beyond fast-how the speed of residential internet access will develop between now and 2022, " Eindhoven University of Technology, Tech. Rep., 2016.
48. A. Pesovic. Is symmetrical bandwidth a myth or a must? Accessed 23-02-2017. [Online]. Available: https://insight. nokia. com/ symmetrical-bandwidth-myth-or-must
49. T. Cloonan, M. Emmendorfer, J. Ulm, A. Al-Banna, and S. Chari, "Predictions on the evolution of access networks to the year 2030 and beyond, " ARRIS, Tech. Rep., 2015.
50. M. Heusse, S. A. Merritt, T. X. Brown, and A. Duda, "Two-way TCP connections: Old problem, new insight, " SIGCOMM Comput. Commun. Rev., vol. 41, no. 2, pp. 5-15, Apr. 2011. [Online]. Available: http://doi. acm. org/10. 1145/1971162. 1971164
51. Digi-Capital. Augmented/virtual reality revenue forecast revised to hit $120 billion by 2020. Accessed 23-02-2017. [Online]. Available: http://www. digi-capital. com/news/2016/01/ augmentedvirtual-reality-revenue-forecast-revised-to-hit-120-billion-by-2020
52. T. Braud, M. Heusse, and A. Duda, "Dynamics of two antiparallel TCP connections on an asymmetric link, " in Communications (ICC), 2016 IEEE International Conference on. IEEE, 2016, pp. 1-6.
53. A. Sumits. The history and future of internet traffic. Accessed 23-02-2017. [Online]. Available: https://blogs. cisco. com/ sp/the-history-and-future-of-internet-traffic
54. B. Braden, L. Zhang, S. Berson, S. Herzog, and S. Jamin, "Resource reservation protocol (rsvp)-version 1 functional specification, " Internet Requests for Comments, RFC Editor, RFC 2205, September 1997, http://www. rfc-editor. org/rfc/rfc2205. txt. [Online]. Available: {http://www. rfc-editor. org/rfc/rfc2205. txt}
55. H. Schulzrinne, S. Casner, R. Frederick, and V. Jacobson, "RFC 3550: RTP: A Transport Protocol for Real-Time Applications, " IETF, Tech. Rep., 2003. [Online]. Available: www. ietf. org/rfc/rfc3550. txt
56. ITU, "H222-Information technology-Generic coding of moving pictures and associated audio information: Systems, " ITU, Tech. Rep., 2014.
57. Z. Fu, X. Meng, and S. Lu, "A transport protocol for supporting multimedia streaming in mobile ad hoc networks, " IEEE Journal on Selected Areas in Communications, vol. 21, no. 10, pp. 1615-1626, Dec 2003.
58. H. Luo, D. Wu, S. Ci, H. Sharif, and H. Tang, "Tfrc-based rate control for real-time video streaming over wireless multi-hop mesh networks, " in 2009 IEEE International Conference on Communications, June 2009, pp. 1-5.
59. A. Ford, C. Raiciu, M. Handley, and O. Bonaventure, "Tcp extensions for multipath operation with multiple addresses, " Internet Requests for Comments, RFC Editor, RFC 6824, January 2013, http://www. rfc-editor. org/rfc/rfc6824. txt. [Online]. Available: http:// www. rfc-editor. org/rfc/rfc6824. txt
60. R. Stewart, Q. Xie, K. Morneault, C. Sharp, H. Schwarzbauer, T. Taylor, I. Rytina, M. Kalla, L. Zhang, and V. Paxson, "Stream control transmission protocol, " Internet Requests for Comments, RFC Editor, RFC 2960, October 2000.
61. C. Paasch, G. Detal, F. Duchene, C. Raiciu, and O. Bonaventure, "Exploring mobile/wifi handover with multipath tcp, " in ACM SIGCOMM workshop on Cellular Networks (Cellnet'12), 2012.
62. Jana and I. Swett, "Quic: A udp-based secure and reliable transport for http/2, " Working Draft, IETF Secretariat, Internet-Draft drafttsvwg-quic-protocol-00, June 2015, http://www. ietf. org/internet-drafts/ draft-tsvwg-quic-protocol-00. txt. [Online]. Available: http://www. ietf. org/internet-drafts/draft-tsvwg-quic-protocol-00. txt
63. E. Kohler, M. Handley, and S. Floyd, "Datagram congestion control protocol (dccp), " Internet Requests for Comments, RFC Editor, RFC 4340, March 2006, http://www. rfc-editor. org/rfc/rfc4340. txt. [Online]. Available: http://www. rfc-editor. org/rfc/rfc4340. txt
64. K. Kurata, G. Hasegawa, and M. Murata, "Fairness comparisons between TCP reno and TCP vegas for future deployment of TCP vegas, " in Proceedings of INET 2000, 2000.
65. T. Flach, N. Dukkipati, Y. Cheng, and B. Raghavan, "Tcp instant recovery: Incorporating forward error correction in tcp, " Working Draft, IETF Secretariat, Internet-Draft draft-flach-tcpm-fec-00, July 2013, http://www. ietf. org/internet-drafts/draft-flach-tcpm-fec-00. txt. [Online]. Available: http://www. ietf. org/internet-drafts/draft-flach-tcpm-fec-00. txt
66. J. K. Sundararajan, D. Shah, M. Medard, S. Jakubczak, M. Mitzenmacher, and J. Barros, "Network coding meets tcp: Theory and implementation, " Proceedings of the IEEE, vol. 99, no. 3, pp. 490-512, March 2011.
67. A. Hunger and P. A. Klein, "Equalizing latency peaks using a redundant multipath-tcp scheme, " in 2016 International Conference on Information Networking (ICOIN), Jan 2016, pp. 184-189.
68. A. Frommgen, T. Erbshuer, A. Buchmann, T. Zimmermann, and K. Wehrle, "Remp tcp: Low latency multipath tcp, " in 2016 IEEE International Conference on Communications (ICC), May 2016, pp. 1-7.
69. C. Paasch, G. Detal, F. Duchene, C. Raiciu, and O. Bonaventure, "Exploring mobile/wifi handover with multipath tcp, " in Proceedings of the 2012 ACM SIGCOMM Workshop on Cellular Networks: Operations, Challenges, and Future Design, ser. CellNet '12. New York, NY, USA: ACM, 2012, pp. 31-36. [Online]. Available: http://doi. acm. org/10. 1145/2342468. 2342476
70. N. Raval, A. Srivastava, A. Razeen, K. Lebeck, A. Machanavajjhala, and L. P. Cox, "What you mark is what apps see, " in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services, ser. MobiSys '16. New York, NY, USA: ACM, 2016, pp. 249-261. [Online]. Available: http://doi. acm. org/10. 1145/2906388. 2906405
71. C. Bo, G. Shen, J. Liu, X.-Y. Li, Y. Zhang, and F. Zhao, "Privacy. tag: Privacy concern expressed and respected, " in Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, ser. SenSys '14. New York, NY, USA: ACM, 2014, pp. 163-176. [Online]. Available: http://doi. acm. org/10. 1145/2668332. 2668339
72. P. Aditya, R. Sen, P. Druschel, S. Joon Oh, R. Benenson, M. Fritz, B. Schiele, B. Bhattacharjee, and T. T. Wu, "I-pic: A platform for privacy-compliant image capture, " in Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services, ser. MobiSys '16. New York, NY, USA: ACM, 2016, pp. 235-248. [Online]. Available: http://doi. acm. org/10. 1145/2906388. 2906412
73. T. Hoeiland-Joergensen, P. McKenney, dave. taht@gmail. com, J. Gettys, and E. Dumazet, "The flowqueue-codel packet scheduler and active queue management algorithm, " Working Draft, IETF Secretariat, Internet-Draft draft-ietf-aqm-fq-codel-06, March 2016, http://www. ietf. org/internet-drafts/draft-ietf-aqm-fq-codel-06. txt. [Online]. Available: http://www. ietf. org/internet-drafts/draft-ietf-aqm-fq-codel-06. txt
74. Linux Magazine, vol. 175, 2015. [Online]. Available: http://www. linux-magazine. com/Issues/2015/175/FQ-CoDel-and-MPTCP