Energy-Aware Coded Transmission Strategy for Hierarchical Cooperative Caching Networks

被引:5
作者
Gu, Shushi [1 ]
Yu, Zichao [1 ]
Zhang, Qinyu [1 ]
Huang, Tao [2 ]
机构
[1] Harbin Inst Technol Shenzhen, Guangdong Prov Key Lab Aerosp Commun & Networking, Shenzhen 518055, Peoples R China
[2] James Cook Univ, Coll Sci & Engn, Cairns, Qld 4878, Australia
关键词
Hierarchical cooperative caching networks; coded transmission; cache placement optimization; energy consumption; EDGE;
D O I
10.1109/LWC.2022.3220810
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of millions more edge base stations (EBSs) and billions of user devices in the future networks, the desire for low-energy system design and transmission strategy will be even more compelling. In this letter, we investigate the energy consumption issue of hierarchical cooperative caching networks (HCCNs) in which both EBSs and users are capable of storing content data in their local caches. A three-stage coded transmission strategy in HCCNs is proposed, and the closed expression of energy consumption of each stage is derived. In addition, we formulate a total energy consumption minimization problem with the constraint of EBSs' cache sizes, and provide an algorithm to obtain the optimal cache placement matrix. We demonstrate by numerical results that, our optimized three-stage coded transmission strategy can achieve lower energy consumption than various multicast transmission strategies under the different users' cache sizes.
引用
收藏
页码:178 / 182
页数:5
相关论文
共 11 条
[1]   Energy- and Bandwidth-Efficient, QoS-Aware Edge Caching in Fog-Enhanced Radio Access Networks [J].
Bhar, Chayan ;
Agrell, Erik .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (09) :2762-2771
[2]   On Energy-Efficient Edge Caching in Heterogeneous Networks [J].
Gabry, Frederic ;
Bioglio, Valerio ;
Land, Ingmar .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (12) :3288-3298
[3]   Energy-Efficient Content Placement With Coded Transmission in Cache-Enabled Hierarchical Industrial Internet of Things Networks [J].
Gu, Shushi ;
Tan, Yan ;
Zhang, Ning ;
Zhang, Qinyu .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (08) :5699-5708
[4]   Video Caching, Analytics, and Delivery at the Wireless Edge: A Survey and Future Directions [J].
Jedari, Behrouz ;
Premsankar, Gopika ;
Illahi, Gazi ;
Di Francesco, Mario ;
Mehrabi, Abbas ;
Yla-Jaaski, Antti .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2021, 23 (01) :431-471
[5]   Hierarchical Coded Caching [J].
Karamchandani, Nikhil ;
Niesen, Urs ;
Maddah-Ali, Mohammad Ali ;
Diggavi, Suhas N. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (06) :3212-3229
[6]   Decentralized Coded Caching Attains Order-Optimal Memory-Rate Tradeoff [J].
Maddah-Ali, Mohammad Ali ;
Niesen, Urs .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2015, 23 (04) :1029-1040
[7]   Fundamental Limits of Caching [J].
Maddah-Ali, Mohammad Ali ;
Niesen, Urs .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (05) :2856-2867
[8]   Coded Caching With Nonuniform Demands [J].
Niesen, Urs ;
Maddah-Ali, Mohammad Ali .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (02) :1146-1158
[9]   The Role of Caching in Future Communication Systems and Networks [J].
Paschos, Georgios S. ;
Iosifidis, George ;
Tao, Meixia ;
Towsley, Don ;
Caire, Giuseppe .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (06) :1111-1125
[10]   Energy Minimization for Cache-Assisted Content Delivery Networks With Wireless Backhaul [J].
Vu, Thang X. ;
Chatzinotas, Symeon ;
Ottersten, Bjorn ;
Duong, Trung Q. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2018, 7 (03) :332-335