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研究生:林怡辰
研究生(外文):LIN, YI-CHEN
論文名稱:在霧計算無線接取網路下之負載分流機制
論文名稱(外文):A Data Offloading Scheme in Fog-Computing-Based Radio Access Networks
指導教授:陳裕賢陳裕賢引用關係莊東穎莊東穎引用關係
指導教授(外文):CHEN, YUH-SHYANJUANG, TONG-YING
口試委員:張貴雲趙志民許智舜莊東穎
口試委員(外文):CHANG, GUEY-YUNCHAO, CHIH-MINHSU, CHIH-SHUNJUANG, TONG-YING
口試日期:2017-10-20
學位類別:碩士
校院名稱:國立臺北大學
系所名稱:資訊工程學系
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2017
畢業學年度:106
語文別:中文
論文頁數:48
中文關鍵詞:霧計算無線接取網路資料分流Wi-Fi接取點霧接取點本地緩存
外文關鍵詞:Fog-Computing-Based radio access networksdata offloadingWi-Fi access pointF-APlocal cache
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基於霧計算無線接取網路的數據分流下,當使用者通過霧接取點/無線網路接取點向雲端發送數據請求時由於使用者無法從原本的霧接取點/無線網路接取點取得所需資料,BBU會將收集所有接取點的訊息,計算每個接取點的分數,並為使用者選擇最適合的接取點。所提出方法的主要優點是,如果所需資料已經緩存在霧接取點的本地緩存的緩存之中時,則將會提高平均吞吐量。為了提高平均吞吐量和減少總傳輸時間,資料必須從原本接收到的霧接取點/無線網路接取點分流到新的霧接取點/無線網路接取點。而為了要提高分流效率、降低信令成本,使用者需要盡可能地從霧接取點中的本地緩存接收所需資料。模擬結果顯示,所提出的方案在平均吞吐量、總傳輸時間以及反應時間方面均優於現有方案,並有一定的額外信令成本的開銷。
In the thesis, we proposed a data offloading scheme for fog-computing-based radio access networks (Fog-RAN), where a user equipment (UE) requests the data transmitted from the cloud center through the fog access point (Fog-AP)/Wi-Fi access point (W-AP). When UE cannot receive the data from the original Fog-AP/W-AP, BBU collects the information of all the AP, calculates the score of each AP and selects the most appropriate AP for UE. The main advantage of the proposed approach is that the average throughput is enhanced if the required data already existed in the cache of the Fog-APs' local cache. To enhance the average throughput and reduce the total transmission time, the data has to be offloaded from the original Fog-AP/W-AP to the new Fog-AP/W-AP. To improve the offloading efficiency and reduce the signaling cost, the data cached in the Fog-AP has to be retrieved from the UE as much as possible. Simulation results show that the proposed scheme performs better than the existing scheme in terms of the average throughput, the total transmission time and the response time with some extra signalling cost.
1 Introduction
2 Related Works
3 Preliminaries
4 A Data Offloading Scheme in Fog-Computing-Based Radio Access Networks
5 Simulation result
6 Conclusions
7 Acknowledgments
[1] Cisco, "Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2016-2021.," White Paper, March. 2017.
[2] M. Peng and K. Zhang, "Recent Advances in Fog Radio Access Networks: Performance Analysis and Radio Resource Allocation," IEEE Access, vol. 4, pp. 5003-5009, Aug. 2016.
[3] M. Peng, S. Yan, K. Zhang, and C. Wang, "Fog-Computing-Based Radio Access Networks: Issues and Challenges," IEEE Network, vol. 30, no. 4, pp. 46-53, July. 2016.
[4] R. Wang, J. Zhang, S. Song, and K. Letaief, "Mobility Increase the Data Offloading Ratio in D2D Caching Networks," in Proceedings of IEEE International Communications on Conference (ICC 2016), pp. 1-6, Valencia, Spain, May. 2016.
[5] K. Yang, Y. Shi, and Z. Ding, "Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization," in Proceedings of IEEE Global Communications Conference (GLOBECOM 2016), pp. 1-6, Barcelona, Spain, Dec. 2016.
[6] R. Tandon and O. Simeone, "Cloud-Aided Wireless Networks with Edge Caching: Fundamental Latency Trade-Offs in Fog Radio Access Networks," in Proceedings of IEEE Symposium on Information Theory (ISIT 2016), pp. 2029-2033, Barcelona, Spain, July 2016.
[7] S. Yan and M. Peng, "User Access Mode Selection in Fog Computing Based Radio Access Network," in Proceedings of IEEE International Communications on Conference(ICC 2016), pp. 1-6, Kuala Lumpur, Malaysia, May. 2016.
[8] Y. Y. Shih, W. H. Chung, A. C. Pang, T. C. Chiu, and H. Y.Wei, "Enabling Low-Latency Applications in Fog-Radio Access Networks," IEEE Network, vol. 31, no. 1, pp. 52-58, Feb. 2017.
[9] T. C. Chiu, W. H. Chung, A. C. Pang, Y. J. Yu, and P. H. Yen, "Ultra-Low Latency Service provision in 5G Fog-radio access networks," in Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communication (PIMRC 2016), pp. 1-6, Valencia, Spain, Sept. 2016.
[10] F. Rebecchi, M. D. Amorim, V. Conan, A. Passarella, R. Bruno, and M. Conti, "Data Offloading Techniques in Cellular Networks: A Survey," IEEE Communications Surveys & Tutorials, vol. 17, no. 2, pp. 580-603, 2015.
[11] X. Kang and S. Sun, "Incentive Mechanism Design for Mobile Data Offloading in Heterogeneous Networks," in Proceedings of IEEE International Communications on Conference (ICC 2015), pp. 7731-7736, London UK, June. 2015.
[12] O. B. Yetim and M. Martonosi, "Dynamic Adaptive Techniques for Learning Application Delay Tolerance for Mobile Data Offloading," in Proceedings of IEEE Computer Communications on Conference (INFOCOM 2015), pp. 1885-1893, Kowloon, Hong Kong, May.2015.
[13] Z. Hu, Z. Lu, Z. Li, and X. Wen, "Adaptive Network Selection Based on Attractor Selection in Data Offloading," in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2016), pp. 1-6, Doha Qatar, April. 2016.
[14] Q. Chen, G. Yu, A. Maaref, G. Y. Li, and A. Huang, "Rethinking Mobile Data Offloading in LTE and WiFi Coexisting Systems," in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2016), pp. 1-6, Doha Qatar, April. 2016.
[15] K. S. Chung and C. Keum, "Mobile Data Offloading Service Using le cloud in small cells," in Proceedings of International Conference on Information and Communication Technology Convergence (ICTC 2015), pp. 936-938, Jeju, South Korea, Oct. 2015.
[16] Z. Lu, X. Sun, and T. L. Porta, "Cooperative Data Offloading in Opportunistic Mobile Networks," in Proceedings of IEEE Computer on Communications (INFOCOM 2016), pp. 1-9, San Francisco, CA, USA, April. 2016.
[17] W. Fan, Y. Liu, B. Tang, F.Wu, and H. Zhang, "Exploiting Joint Computation Offloading and Data Caching to Enhance Mobile Terminal Performance," in Proceedings of IEEE Globecom Workshops (GC Wkshps 2016), pp. 1-6, Washington, DC, USA, Dec. 2016.
[18] A. M. Hatami, M. Mirmohseni, and F. Ashtiani, "A New Data Offloading Algorithm by Considering Interactive Preferences," in Proceedings of IEEE 27th Annual International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC 2016), pp. 1-6, Valencia, Spain, Sept. 2016.
[19] R. Lan, W. Wang, A. Huang, and H. Shan, "Device-to-Device Offloading with Proactive Caching in Mobile Cellular Networks," in Proceedings of IEEE Global Communications Conference (GLOBECOM 2015), pp. 1-6, San Diego, CA, USA, Dec. 2015.
[20] Z. Wang and V. W. Wong, "A Novel D2D Data Offloading Scheme for LTE Networks," in Proceedings of IEEE International Communications on Conference (ICC 2015), pp. 3107-3112, London UK, Jun. 2015.
[21] Y. S. Chen, C. S. Hsu, T. Y. Juang, and H. H. Lin, "An Energy-Aware Data Offloading Schemes in Cloud Radio Access Networks," in Proceedings of IEEE Wireless Communication and Networking Conference (WCNC 2015), pp. 1984-1989, New Orleans, LA, USA, May. 2015.

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