A Services Routing Based Caching Scheme for Cloud Assisted CRNs

IEEE Access

Volumn 6, Issue , 2018, Pages 15787-15805

  Huang, Mingfeng ^a   Liu, Yuxin ^a   Zhang, Ning ^b   Xiong, Neal N ^c   Liu, Anfeng ^a   Zeng, Zhiwen ^a   Song, Houbing ^d  

^a CENTRAL SOUTH UNIVERSITY   (China)

^b TEXAS A AND M UNIVERSITY CORPUS CHRISTI   (United States)

^c NORTHEASTERN STATE UNIVERSITY   (United States)

^d Advanced Dynamics and Control Laboratory   (United States)

Author keywords

Big data; edge computing; in network caching; services fusion; services joint data routing

Indexed keywords

BIG DATA; CLOUD COMPUTING; COGNITIVE RADIO; DISTRIBUTED COMPUTER SYSTEMS; ENERGY UTILIZATION; FOG COMPUTING; INTELLIGENT COMPUTING; NETWORK ARCHITECTURE; QUALITY OF SERVICE;

COGNITIVE RADIO NETWORKS (CRNS); COMPUTATION RESOURCES; DATA ROUTING; HARDWARE AND SOFTWARE; IN-NETWORK CACHING; INTERNET OF THING (IOTS); QUALITY OF EXPERIENCE (QOE); SERVICE RESPONSE TIME;

EDGE COMPUTING;

EID: 85043474272     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2018.2815039     Document Type: Article

References (46)

1. Q. Ye and W. Zhuang, "Distributed and adaptive medium access control for Internet-of-Things-enabled mobile networks," IEEE Internet Things J., vol. 4, no. 2, pp. 446-460, Apr. 2017.
2. X. Zhai, X. Guan, C. Zhu, L. Shu, and J. Yuan, "Optimization algorithms for multi-access green communications in Internet of Things," IEEE Internet Things J., to be published, doi: 10.1109/JIOT.2018.2792300
3. M. Huang, A. Liu, T. Wang, and C. Huang, "Green data gathering under delay differentiated services constraint for Internet of Things," Wireless Commun. Mobile Comput., vol. 2018, Feb. 2018, Art. no. 9715428, doi: 10.1155/2018/9715428
4. T. Wang et al., "Propagation modeling and defending of a mobile sensor worm in wireless sensor and actuator networks," Sensors, vol. 17, no. 1, p. 139, 2017.
5. J. Tang, A. Liu, M. Zhao, and T.Wang, "An aggregate signature based trust routing for data gathering in sensor networks," Security Commun. Netw., vol. 2018, Jan. 2018, Art. no. 6328504, doi: 10.1155/2018/6328504
6. N. Zhang, S. Zhang, P. Yang, O. Alhussein, W. Zhuang, and X. Shen, "Software defined space-air-ground integrated vehicular networks: Challenges and solutions," IEEE Commun. Mag., vol. 55, no. 7, pp. 101-109, Jul. 2017.
7. H. Zhu, F. Xiao, L. Sun, R.Wang, and P. Yang, "R-TTWD: Robust device- free through-the-wall detection of moving human withWiFi," IEEE J. Sel. Areas Commun., vol. 35, no. 5, pp. 1090-1103, May 2017.
8. J. Gao, Q. Ping, and J.Wang, "Resisting re-identification mining on social graph data," World Wide Web, pp. 1-13, Jan. 2017, doi: https://doi.org/10. 1007/s11280-017-0524-3
9. X. Liu, N. Xiong, N. Zhang, A. Liu, H. Shen, and C. Huang, "A trust with abstract information verified routing scheme for cyber-physical network," IEEE Access, vol. 6, pp. 3882-3898, 2018, doi: 10.1109/ACCESS.2018. 2799681
10. X. Chen, M. Ma, and A. Liu, "Dynamic power management and adaptive packet size selection for IoT in e-Healthcare," Comput. Elect. Eng., vol. 65, pp. 357-375, Jan. 2017, doi: 10.1016/j.compeleceng.2017.06.010
11. Y. Ren, A. Liu, M. Zhao, H. Changqin, and T. Wang, "A quality utilization aware based data gathering for vehicular communication networks," Wireless Commun. Mobile Comput., vol. 2018, 2018, Art. no. 6353714, doi: 10.1155/2018/6353714
12. H. Teng, X. Liu, A. Liu, H. Shen, C. Huang, and T. Wang, "Adaptive transmission power control for reliable data forwarding in sensor based networks," Wireless Commun. Mobile Comput., vol. 2018, Mar. 2018, Art. no. 2068375, doi: 10.1155/2018/2068375
13. S. Haykin, "Cognitive radio: Brain-empowered wireless communications," IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005.
14. J. Jia, Q. Zhang, and X. S. Shen, "HC-MAC: A hardware-constrained cognitive MAC for efficient spectrum management," IEEE J. Sel. Areas Commun., vol. 26, no. 1, pp. 106-117, Jan. 2008.
15. N. Zhang, N. Cheng, N. Lu, H. Zhou, J. W. Mark, and X. Shen, "Riskaware cooperative spectrum access for multi-channel cognitive radio networks," IEEE J. Sel. Areas Commun., vol. 32, no. 3, pp. 516-527, Mar. 2014.
16. I. Sobron, P. S. R. Diniz, W. A. Martins, and M. Velez, "Energy detection technique for adaptive spectrum sensing," IEEE Trans. Commun., vol. 63, no. 3, pp. 617-627, Mar. 2015.
17. R. Deng, J. Chen, C. Yuen, P. Cheng, and Y. Sun, "Energy-efficient cooperative spectrum sensing by optimal scheduling in sensor-aided cognitive radio networks," IEEE Trans. Veh. Technol., vol. 61, no. 2, pp. 716-725, Feb. 2012.
18. L. G. Jaimes, I. J. Vergara-Laurens, and A. Raij, "A survey of incentive techniques for mobile crowd sensing," IEEE Internet Things J., vol. 2, no. 5, pp. 370-380, Oct. 2015.
19. X. Liu, S. Zhao, A. Liu, N. Xiong, and A. V. Vasilakos, "Knowledge-aware proactive nodes selection approach for energy management in Internet of Things," Future Generat. Comput. Syst., vol. 6, pp. 3882-3898, Jan. 2018, doi: https://doi.org/10.1016/j.future.2017.07.022
20. A. Liu, Z. Chen, and N. N. Xiong, "An adaptive virtual relaying set scheme for loss-and-delay sensitive WSNs," Inf. Sci., vol. 424, pp. 118-136, Jan. 2018.
21. N. Zhang, P. Yang, J. Ren, D. Chen, Y. Li, and X. Shen, "Synergy of big data and 5G wireless networks: Opportunities, approaches, and challenges," IEEEWireless Commun., vol. 25, no. 1, pp. 12-18, Feb. 2018.
22. T. Wang, J. Zhou, X. Chen, G. Wang, A. Liu, and Y. Liu, "A three- layer privacy preserving cloud storage scheme based on computational intelligence in fog computing," IEEE Trans. Emerg. Topics Comput. Intell., vol. 2, no. 1, pp. 3-12, Feb. 2018.
23. Q. Xu, Z. Su, Q. Zheng, M. Luo, and B. Dong, "Secure content delivery with edge nodes to save caching resources for mobile users in green cities," IEEE Trans. Ind. Inf., to be published, doi: 10.1109/TII. 2017.2787201
24. T. Han and N. Ansari, "Network utility aware traffic load balancing in backhaul-constrained cache-enabled small cell networks with hybrid power supplies," IEEE Trans. Mobile Comput., vol. 16, no. 10, pp. 2819-2832, Oct. 2017.
25. J. Xu, X. Liu, M. Ma, A. Liu, T. Wang, and C. Huang, "Intelligent aggregation based on content routing scheme for cloud computing," Symmetry, vol. 9, no. 1, p. 221, 2017.
26. X. Liu, Y. Liu, H. Song, and A. Liu, "Big data orchestration as a service network," IEEE Commun. Mag., vol. 55, no. 9, pp. 94-101, Sep. 2017.
27. F. Ma, X. Liu, A. Liu, M. Zhao, C. Huang, and T.Wang, "A time and location correlation incentive scheme for deep data gathering in crowdsourcing networks," Wireless Commun. Mobile Comput., vol. 2018, Jan. 2018, Art. no. 8052620, doi: 10.1155/2018/8052620
28. M.Wu, Y.Wu, X. Liu, M. Ma, A. Liu, and M. Zhao, "Learning-based synchronous approach from forwarding nodes to reduce the delay for industrial Internet of Things," EURASIP J.Wireless Commun. Netw., vol. 2018, p. 10, Dec. 2018, doi: 10.1186/s13638-017-1015-z
29. K. Ota, M. Dong, J. Gui, and A. Liu, "QUOIN: Incentive mechanisms for crowd sensing networks," IEEE Netw. Mag., to be published, doi: 10.1109/ MNET.2017.1500151
30. L. Zhang, T. Han, and N. Ansari, "Energy-aware virtual machine management in inter-datacenter networks over elastic optical infrastructure," IEEE Trans. Green Commun. Netw., vol. 2, no. 1, pp. 305-315, Mar. 2018, doi: 10.1109/TGCN.2017.2771724
31. A. Ahmed and E. Ahmed, "A survey on mobile edge computing," in Proc. IEEE 10th Int. Conf. Intell. Syst. Control (ISCO), Jan. 2016, pp. 1-8, doi: 10.1109/ISCO.2016.7727082
32. S. Abdelwahab, B. Hamdaoui, M. Guizani, and T. Znati, "Replisom: Disciplined tiny memory replication for massive IoT devices in LTE edge cloud," IEEE Internet Things J., vol. 3, no. 3, pp. 327-338, Jun. 2016.
33. S. Nunna et al., "Enabling real-time context-aware collaboration through 5G and mobile edge computing," in Proc. IEEE 12th Int. Conf. Inf. Technol.-New Generat. (ITNG), Apr. 2015, pp. 601-605.
34. L. Dong, D. Zhang, Y. Zhang, and D. Raychaudhuri, "Optimal caching with content broadcast in cache-and-forward networks," in Proc. IEEE Int. Conf. Commun. (ICC), Jun. 2011, pp. 1-5.
35. W. Wong, M. Giraldi, M. F. Magalhaes, and J. Kangasharju, "Content routers: Fetching data on network path," in Proc. IEEE Int. Conf. Commun. (ICC), Jun. 2011, pp. 1-6.
36. K. Cho, M. Lee, K. Park, T. T. Kwon, Y. Choi, and S. Pack, "WAVE: Popularity-based and collaborative in-network caching for content-oriented networks," in Proc. IEEE Conf. Comput. Commun. Workshops (INFOCOM WKSHPS), Mar. 2012, pp. 316-321.
37. M. F. Majeed, M. N. Dailey, R. Khan, and A. Tunpan, "Pre-caching: A proactive scheme for caching video traffic in named data mesh networks," J. Netw. Comput. Appl., vol. 87, pp. 116-130, Jun. 2017.
38. M. Lee and V. M. S. Wong, "An energy-aware spanning tree algorithm for data aggregation in wireless sensor networks," in Proc. IEEE Pacific Rim Conf. Commun., Comput. Signal Process. (PACRIM), Aug. 2005, pp. 300-303.
39. C. T. Cheng, H. Leung, and P. Maupin, "A delay-aware network structure for wireless sensor networks with in-network data fusion," IEEE Sensors J., vol. 13, no. 5, pp. 1622-1631, May 2013.
40. L. A. Villas, A. Boukerche, H. S. Ramos, H. A. F. de Oliveira, R. B. de Araujo, and A. A. F. Loureiro, "DRINA: A lightweight and reliable routing approach for in-network aggregation in wireless sensor networks," IEEE Trans. Comput., vol. 62, no. 4, pp. 676-689, Apr. 2013.
41. S. Sarkar, S. Chatterjee, and S. Misra, "Assessment of the suitability of fog computing in the context of Internet of Things," IEEE Trans. Cloud Comput., vol. 6, no. 1, pp. 46-59, Jan./Mar. 2018, doi: 10.1109/ TCC.2015.2485206
42. X. Liu, G. Li, S. Zhang, and A. Liu, "Big program code dissemination scheme for emergency software-define wireless sensor networks," Peer-to-Peer Netw. Appl., pp. 1-22, May 2017, doi: 10.1007/s12083-017- 0565-5
43. K. Xie, J. Cao, X. Wang, and J. Wen, "Optimal resource allocation for reliable and energy efficient cooperative communications," IEEE Trans. Wireless Commun., vol. 12, no. 10, pp. 4994-5007, Oct. 2013.
44. J. Tan, A. Liu, M. Zhao, H. Shen, and M. Ma, "Cross-layer design for reducing delay and maximizing lifetime in industrial wireless sensor networks," EURASIP J.Wireless Commun. Netw., vol. 2018, p. 50, Mar. 2018, doi: 10.1186/s13638-017-1065-z
45. H. Dai, G. Chen, C.Wang, S.Wang, X.Wu, and F.Wu, "Quality of energy provisioning for wireless power transfer," IEEE Trans. Parallel Distrib. Syst., vol. 26, no. 2, pp. 527-537, Feb. 2014.
46. Q. Xu, Z. Su, and K. Yang, "Optimal control theory-based epidemic information spreading scheme for mobile social users with energy constraint," IEEE Access, vol. 5, pp. 14107-14118, 2017.