Title :
A study of distributed storage systems with network coding in wireless networks
Author :
Majid Gerami, Awassada Phutathum ; Ming Xiao ; Dengsheng Lin
Author_Institution :
ACCESS Linnaeus Centre, R. Inst. of Technol. (KTH), Stockholm, Sweden
Abstract :
Increasing multimedia applications on the networks e.g., video and voice over the Internet, have attracted lots of interest to the distributed storage systems. Recently, lots of research has been performed on applying network coding to distributed storage systems. Although there are intensive theoretical studies in this field, very few practical simulations have been reported. We simulate distributed storage systems using network coding. In particular, we first use random linear network in reconstructing a file and in the repair process. We observe that probability of successful repair and successful downloading approaches to one for a large finite field size. In addition, we apply a lower complexity code and measure their probability of successful downloading, probability of successful repair, repair time and processing time. Our numerical results show for random linear codes, connecting to more storage nodes can substantially reduce the required finite field size. This leads to lower coding complexity.
Keywords :
linear codes; multimedia communication; network coding; probability; storage management; wireless LAN; code complexity; distributed storage systems; downloading approaches; file reconstruction; finite field size; multimedia applications; network coding; random linear codes; random linear network; wireless networks; Complexity theory; Encoding; Galois fields; Maintenance engineering; Network coding; Servers; Sockets; Network coding; distributed stoareg systems; regenerating codes;
Conference_Titel :
Communication Systems (ICCS), 2014 IEEE International Conference on
Conference_Location :
Macau
DOI :
10.1109/ICCS.2014.7024812