Title :
Achieving Absolutely Optimal Block Pipelining in Organized Network Coded Gossip
Author :
Khabbazian, Majid ; Di Niu
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
fDate :
June 30 2014-July 3 2014
Abstract :
We use random linear network coding with simple connection topology control to approach the theoretical limit on finish time of disseminating k blocks in a server cluster of n nodes. Unlike existing gossip schemes which rely on completely random contact, we prove that with random linear network coding, any receiver selection following a simple permutation rule can achieve a broadcast finish time of k + n and that a time-varying random permutation topology achieves a finish time of k + o (k) + O (log n), both with high probability. Since the theoretical limit on finish time is k + log2 n, our simple permutation algorithms achieve absolutely optimal (not only order-optimal) block pipelining for k blocks. Our results hold for both one-to-all (broadcast) and all-to-all transfers. We demonstrate the usefulness of the proposed organized network coded gossip with an application to content distribution in cluster computing systems like MapReduce.
Keywords :
file servers; network coding; pipeline processing; telecommunication network topology; workstation clusters; MapReduce; absolutely optimal block pipelining; all-to-all transfers; broadcast finish time; cluster computing systems; completely random contact; connection topology control; content distribution; gossip schemes; one-to-all transfers; organized network coded gossip; permutation algorithms; random linear network coding; server cluster; time-varying random permutation topology; Clustering algorithms; Data transfer; Peer-to-peer computing; Pipeline processing; Servers; Topology; Vectors; broadcast finish time; content distribution; gossip; network coding; optimal block pipelining; randomized algorithms; server cluster;
Conference_Titel :
Distributed Computing Systems (ICDCS), 2014 IEEE 34th International Conference on
Conference_Location :
Madrid
Print_ISBN :
978-1-4799-5168-0
DOI :
10.1109/ICDCS.2014.69