Data transfer - Internet of things - Reinforcement learning - Wireless networks - Learning algorithms;
D O I:
10.1109/MWC.2019.1800407
中图分类号:
TP3 [计算技术、计算机技术];
学科分类号:
0812 ;
摘要:
With the expeditious maturation of IoT, intelligent manufacturing is one of its derivatives as a beneficiary and consequence of the connected environment. No doubt this trend is changing our manners of production. However, on the other side, a large pool of connected devices also bring a new challenge in computing waste (e.g., energy waste) due to the increasing amount of connected devices in IoT and heavy data transfers. This article addresses this issue and discusses a novel method for achieving a cost efficiency goal. The model emphasizes the cognitive wireless communications in which edge computing techniques and reinforcement learning algorithms are combined. Experiment evaluations also assess and examine the model discussed in this article.
机构:
Pace Univ, Dept Comp Sci, New York, NY 10038 USAPace Univ, Dept Comp Sci, New York, NY 10038 USA
Gai, Keke
Qiu, Meikang
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
Columbia Univ, Dept Elect Engn, New York, NY 10027 USAPace Univ, Dept Comp Sci, New York, NY 10038 USA
Qiu, Meikang
Zhao, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Pace Univ, Dept Comp Sci, New York, NY 10038 USA
Henan Univ, Software Sch, Kaifeng 475000, Henan, Peoples R ChinaPace Univ, Dept Comp Sci, New York, NY 10038 USA
机构:
Pace Univ, Dept Comp Sci, New York, NY 10038 USAPace Univ, Dept Comp Sci, New York, NY 10038 USA
Gai, Keke
Qiu, Meikang
论文数: 0引用数: 0
h-index: 0
机构:
Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
Columbia Univ, Dept Elect Engn, New York, NY 10027 USAPace Univ, Dept Comp Sci, New York, NY 10038 USA
Qiu, Meikang
Zhao, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Pace Univ, Dept Comp Sci, New York, NY 10038 USA
Henan Univ, Software Sch, Kaifeng 475000, Henan, Peoples R ChinaPace Univ, Dept Comp Sci, New York, NY 10038 USA