IEEE Transactions on Communications · 2019 · 28 citations · 38 references
ComputingComputer ScienceComputer SystemsComputer NetworksEdge ComputingWireless CommunicationsCachingCaching StrategiesInterference ManagementMobile NetworkingMobile NetworksWireless NetworksContent DeliveryContent Delivery At The EdgeEdge CachingEdge NodesInterference AlignmentInterference SuppressionLatency Reduction TechniquesWireless Networking
Today's mobile data traffic is dominated by content-oriented traffic. Caching popular contents at the network edge can alleviate network congestion and reduce content delivery latency. This paper provides a comprehensive and unified study of caching and delivery techniques in wireless radio access networks (RANs) with caches at all edge nodes (ENs) and user equipments (UEs). Three cache-aided RAN architectures are considered: RANs without fronthaul, with dedicated fronthaul, and with wireless fronthaul. It first reviews in a tutorial nature how caching facilitates interference management in these networks by enabling interference cancelation (IC), zero-forcing (ZF), and interference alignment (IA). Then, two new delivery schemes are presented. One is for RANs with dedicated fronthaul, which considers centralized cache placement at the ENs but both centralized and decentralized placement at the UEs. This scheme combines IA, ZF, and IC together with soft-transfer fronthauling. The other is for RANs with wireless fronthaul, which considers decentralized cache placement at all nodes. It leverages the broadcast nature of wireless fronthaul to fetch not only uncached but also cached contents to boost transmission cooperation among the ENs. The numerical results show that both schemes outperform existing results for a wide range of system parameters, thanks to the various caching gains obtained opportunistically.
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Mohammad Ali Maddah-Ali, Urs Niesen · IEEE Transactions on Information Theory · 2014 · 1.8K citations
Nikhil Karamchandani, Urs Niesen, Mohammad Ali Maddah-Ali et al. · IEEE Transactions on Information Theory · 2016 · 268 citations