政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/99768

政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/99768

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政大典藏 > College of Commerce > Department of MIS > Theses > Item 140.119/99768

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/99768

Title:	物聯網與大數據平台之通訊架構設計與實作 Design and Implementation of the Communication Architecture for IoT & Big Data Platform
Authors:	胡學賓 Hu, Hsueh Pin
Contributors:	劉文卿 Liou, Wen Qing 胡學賓 Hu, Hsueh Pin
Keywords:	物聯網雲端運算大數據巨量資料通訊架構微服務 MQTT Apache Kafka Actor Model Akka
Date:	2016
Issue Date:	2016-08-09 10:45:18 (UTC+8)
Abstract:	本研究針對物聯網與雲端大數據分析之不同程度的通訊需求，以微服務架構為基礎，設計一個四層式物聯網與大數據平台之通訊架構。面對物聯網之即時通訊需求，本研究採用MQTT通訊協定做為解決方案，而雲端大數據分析之通訊需求則採用Apache Kafka。本研究基於參與者模型（Actor Model）所提出之「裝置代理人」，全面的解決了物聯網中異質通訊協定所產生的複雜性，同時解決了集中式物聯網閘道器所造成的系統複雜性與效能瓶頸，使物聯網閘道器能進行分散式部署，並且共享運算資源。
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Fersi, "A distributed and flexible architecture for Internet of things," Procedia Computer Science, vol. 73, pp. 130-137, 2015/01/01 2015. [9] C. Sarkar, V. R. Prasad, A. Rahim, R. Neisse, G. Baldini, and S. N. Akshay Uttama Nambi, "DIAT: A Scalable distributed architecture for IoT," IEEE Internet of Things Journal, vol. 2, pp. 230-239, 2015/06 2015. [10] M. Wu, T.-J. Lu, F.-Y. Ling, J. Sun, and H.-Y. Du, "Research on the architecture of Internet of things," vol. 5, pp. 484-5, 2010. [11] M. Starsinic, "System architecture challenges in the home M2M network," pp. 1-7, 2007/05/07 2007. [12] D. A. Milovanovic, K. R. Rao, and Z. S. Bojkovic, "Wireless networking standards (WLAN, WPAN, WMAN, WWAN)," in Convergence, DSP, QoS, and Security, ed: Informa UK, 2008, pp. 99-166. [13] J.-J. DeLisle, "NFC prepares for wide adoption," 2014/04/03 2014. [14] IEEE, "IEEE 802.15 working group for wireless personal area networks (WPANs)," The Institute of Electrical and Electronics Engineers, Inc. [15] MQTT.ORG. (2014). MQTT. Available: http://mqtt.org/ [16] M. H. Amaran, N. A. M. Noh, M. S. Rohmad, and H. Hashim, "A comparison of lightweight communication protocols in robotic applications," Procedia Computer Science, vol. 76, pp. 400-405, 2015/01/01 2015. [17] A. Talaminos-Barroso, M. A. Estudillo-Valderrama, L. M. Roa, J. Reina-Tosina, and F. Ortega-Ruiz, "A machine-to-machine protocol benchmark for eHealth applications – use case: Respiratory rehabilitation," Computer Methods and Programs in Biomedicine, vol. 129, pp. 1–11, 2016/06/01 2016. [18] K. Chooruang and P. Mangkalakeeree, "Wireless heart rate monitoring system using MQTT," Procedia Computer Science, vol. 86, pp. 160–163, 2016. [19] J. Kreps. (2014). Benchmarking Apache Kafka: 2 Million writes per Second (on Three cheap machines). Available: https://engineering.linkedin.com/kafka/benchmarking-apache-kafka-2-million-writes-second-three-cheap-machines [20] S. Zhao, M. Chandrashekar, Y. Lee, and D. 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Description:	碩士國立政治大學資訊管理學系 103356021
Source URI:	http://thesis.lib.nccu.edu.tw/record/#G0103356021
Data Type:	thesis
Appears in Collections:	[Department of MIS] Theses

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