TY - JOUR
T1 - A survey of caching techniques in cellular networks
T2 - Research issues and challenges in content placement and delivery strategies
AU - Li, Liying
AU - Zhao, Guodong
AU - Blum, Rick S.
N1 - Research funded by National Natural Science Foundation of China (61601094), Army Research Laboratory (W911NF-17-1-0331), Army Research Office (W911NF-17-1-0331), National Science Foundation (ECCS-1405579), Fundamental Research Funds for the Central Universities (ZYGX2016J016ZYGX2016J103)
PY - 2018/7/1
Y1 - 2018/7/1
N2 - Mobile data traffic is currently growing exponentially and these rapid increases have caused the backhaul data rate requirements to become the major bottleneck to reducing costs and raising revenue for operators. To address this problem, caching techniques have attracted significant attention since they can effectively reduce the backhaul traffic by eliminating duplicate data transmission that carries popular content. In addition, other system performance metrics can also be improved through caching techniques, e.g., spectrum efficiency, energy efficiency, and transmission delay. In this paper, we provide a systematical survey of the state-of-the-art caching techniques that were recently developed in cellular networks, including macro-cellular networks, heterogeneous networks, device-to-device networks, cloud-radio access networks, and fog-radio access networks. In particular, we give a tutorial on the fundamental caching techniques and introduce caching algorithms from three aspects, i.e., content placement, content delivery, and joint placement and delivery. We provide comprehensive comparisons among different algorithms in terms of different performance metrics, including throughput, backhaul cost, power consumption, and network delay. Finally, we summarize the main research achievements in different networks, and highlight main challenges and potential research directions.
AB - Mobile data traffic is currently growing exponentially and these rapid increases have caused the backhaul data rate requirements to become the major bottleneck to reducing costs and raising revenue for operators. To address this problem, caching techniques have attracted significant attention since they can effectively reduce the backhaul traffic by eliminating duplicate data transmission that carries popular content. In addition, other system performance metrics can also be improved through caching techniques, e.g., spectrum efficiency, energy efficiency, and transmission delay. In this paper, we provide a systematical survey of the state-of-the-art caching techniques that were recently developed in cellular networks, including macro-cellular networks, heterogeneous networks, device-to-device networks, cloud-radio access networks, and fog-radio access networks. In particular, we give a tutorial on the fundamental caching techniques and introduce caching algorithms from three aspects, i.e., content placement, content delivery, and joint placement and delivery. We provide comprehensive comparisons among different algorithms in terms of different performance metrics, including throughput, backhaul cost, power consumption, and network delay. Finally, we summarize the main research achievements in different networks, and highlight main challenges and potential research directions.
KW - cache-enabled networks
KW - Caching
KW - cellular networks
KW - D2D networks
KW - HetNets
UR - http://www.scopus.com/inward/record.url?scp=85044725592&partnerID=8YFLogxK
U2 - 10.1109/COMST.2018.2820021
DO - 10.1109/COMST.2018.2820021
M3 - Article
AN - SCOPUS:85044725592
SN - 1553-877X
VL - 20
SP - 1710
EP - 1732
JO - IEEE Communications Surveys and Tutorials
JF - IEEE Communications Surveys and Tutorials
IS - 3
M1 - 8327582
ER -