Learn to cache: Machine learning for network edge caching in the big data era

Z Chang, L Lei, Z Zhou, S Mao… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
The unprecedented growth of wireless data traffic not only challenges the design and
evolution of the wireless network architecture, but also brings about profound opportunities
to drive and improve future networks. Meanwhile, the evolution of communications and
computing technologies can make the network edge, such as BSs or UEs, become
intelligent and rich in terms of computing and communications capabilities, which intuitively
enables big data analytics at the network edge. In this article, we propose to explore big data …
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