Mobile caching policies for device-to-device (D2D) content delivery networking
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We consider a mobile content delivery network (mCDN) in which a special form of mobile devices designated as caching servers (caching-server device: CSD) can provide the near-by devices with some popular contents on demand via device-to-device (D2D) communication links. On the assumption that mobile CSDs are randomly distributed by a Poisson point process (PPP), an optimization problem is formulated to determine the probability of storing the individual content in each server in a manner that minimizes the average caching failure rate. Further, we present a low-complexity search algorithm, optimum dual-solution searching algorithm (ODSA), for solving this optimization problem. We identify the important characteristics of the optimal caching policies in the mobile environment that would serve as a useful aid in designing an mCDN.
[1] Alexandros G. Dimakis,et al. Wireless device-to-device communications with distributed caching , 2012, 2012 IEEE International Symposium on Information Theory Proceedings.
[2] Carl Wijting,et al. Device-to-device communication as an underlay to LTE-advanced networks , 2009, IEEE Communications Magazine.
[3] Steven H. Low,et al. Optimization flow control—I: basic algorithm and convergence , 1999, TNET.