边缘计算在智慧家居的应用研究
摘要：随着智慧家居的发展, 市场提出了更高的应用需求, 比如局域网的场景、客户隐私的保障、云台服务器的响应速率等。同时伴随着新一代IOT计算架构的发展, 端-管-云-边架构被提出来用于解决这些问题, 边缘计算的目的在于将频繁的场景计算在边缘端完成, 大大提高智慧家居的运行效率, 也更符合实际的场景需求;同时将用户敏感的数据保存在边缘计算单元, 使用户放心使用智慧家居系统。
关键词：边缘计算 物联网 智慧家居 人工智能
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参考文献[1] Y. Yu, "Mobile edge computing towards 5G:Vision, recent progress, and open challenges, "in China Communications, vol. 13, no. Supplement2, pp. 89-99, N/A 2016.
[2] Hu Y C, Patel M, Sabella D, et al. Mobile edge computing—A key technology towards 5G[J]. ETSI White Paper, 2015, 11 (11) :1-16.
[3] Taleb T, Samdanis K, Mada B, et al. On Multi-Access Edge Computing:A Survey of the Emerging 5G Network Edge Architecture&Orchestration[J]. IEEE Communications Surveys&Tutorials, 2017.
[4] ETSI M. Mobile Edge Computing (MEC) ; Framework and reference architecture[J]. ETSI, DGS MEC, 2016, 3.
[5] Hu W, Gao Y, Ha K, et al. Quantifying the impact of edge computing on mobile applications[C]//Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems. ACM, 2016:5.
[6] Gao Y, Hu W, Ha K, et al. Are cloudlets necessary?[J]. School Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS-15-139, 2015.
[7] Agiwal M, Roy A, Saxena N. Next generation 5G wireless networks:A comprehensive survey
[2] Hu Y C, Patel M, Sabella D, et al. Mobile edge computing—A key technology towards 5G[J]. ETSI White Paper, 2015, 11 (11) :1-16.
[3] Taleb T, Samdanis K, Mada B, et al. On Multi-Access Edge Computing:A Survey of the Emerging 5G Network Edge Architecture&Orchestration[J]. IEEE Communications Surveys&Tutorials, 2017.
[4] ETSI M. Mobile Edge Computing (MEC) ; Framework and reference architecture[J]. ETSI, DGS MEC, 2016, 3.
[5] Hu W, Gao Y, Ha K, et al. Quantifying the impact of edge computing on mobile applications[C]//Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems. ACM, 2016:5.
[6] Gao Y, Hu W, Ha K, et al. Are cloudlets necessary?[J]. School Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS-15-139, 2015.
[7] Agiwal M, Roy A, Saxena N. Next generation 5G wireless networks:A comprehensive survey
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