Title :
Asymptotic Laws for Joint Content Replication and Delivery in Wireless Networks
Author :
Gitzenis, S. ; Paschos, Georgios ; Tassiulas, L.
Author_Institution :
Center of Res. & Technol. Hellas, Inst. of Inf. & Telematics, Thessaloniki, Greece
Abstract :
We investigate the scalability of multihop wireless communications, a major concern in networking, for the case that users access content replicated across the nodes. In contrast to the standard paradigm of randomly selected communicating pairs, content replication is efficient for certain regimes of file popularity, cache, and network size. Our study begins with the detailed joint content replication and delivery problem on a 2-D square grid, a hard combinatorial optimization. This is reduced to a simpler problem based on replication density, whose performance is of the same order as the original. Assuming a Zipf popularity law, and letting the size of content and network both go to infinity, we identify the scaling laws and regimes of the required link capacity, ranging from O(√N) down to O(1) .
Keywords :
combinatorial mathematics; optimisation; radio access networks; radio links; telecommunication network reliability; 2D square grid; Zipf popularity law; asymptotic law; hard combinatorial optimization; link capacity; multihop wireless communication scalability; randomly selected communicating pair; user access content replication density; wireless network delivery; Charge coupled devices; Network topology; Optimization; Peer to peer computing; Topology; Wireless networks; Asymptotic laws; Zipf law; capacity; content distribution wireless networks; cooperative caching; multihop wireless networks; network sustainability; scaling laws;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2012.2235905