Cache increases the capacity of wireless networks
Authors:
- 1 April 2016
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 36, 1-9
Abstract
Caching in wireless ad hoc networks can reduce network traffic and content access delay, as nodes can retrieve contents from near neighbors rather than the faraway server. However, the fundamental performance limits of caching in wireless ad hoc networks have rarely been studied in an analytical manner. In this paper, we study the fundamental property of wireless networks with caching, i.e., the scaling laws of the network capacity based on cache size of individual node, the total size of unique content and the number of nodes in the network. We present an upper bound on network capacity, and present an achievable capacity lower bound, where we propose a caching scheme to show what capacity can actually be achievable. Our results suggest that the capacity of wireless ad hoc networks with caching can remain constant even as the number of nodes in the network increases. We also present numerical results and demonstrate that our results are consistent with existing analytical results under extreme conditions where the node communication scenario matches theirs.Keywords
This publication has 19 references indexed in Scilit:
- Capacity of Cache Enabled Content Distribution Wireless Ad Hoc Networks2014
- On the throughput capacity of information-centric networks2013
- Asymptotic Laws for Joint Content Replication and Delivery in Wireless NetworksIEEE Transactions on Information Theory, 2012
- Caching in Wireless NetworksIEEE Transactions on Information Theory, 2012
- Benefit-Based Data Caching in Ad Hoc NetworksIEEE Transactions on Mobile Computing, 2008
- On Order Statistics from Sine DistributionCommunications in Statistics - Theory and Methods, 2007
- Content and service replication strategies in multi-hop wireless mesh networks2005
- Mobility increases the capacity of ad-hoc wireless networks2002
- Capacity of Ad Hoc wireless networks2001
- The capacity of wireless networksIEEE Transactions on Information Theory, 2000