Edge guided single depth image super resolution
Jun Xie, Rogerio Schmidt Feris, et al.
ICIP 2014
Performance optimized datacenters (PoDs) require efficient PoD interconnects to deal with the increasing volumes of inter-server (east-west) traffic. To cope with these stringent traffic patterns, datacenter networks are abandoning the oversubscribed topologies of the past, and move towards full-bisection fat-tree fabrics. However, these fabrics typically employ either single-path or coarse-grained (flow-level) multi-path routing. In this paper, we use computer simulations and analysis to characterize the waste of band-width that is due to routing inefficiencies. Our analysis suggests that, under a randomly selected permutation, the expected throughputs of d-mod-k routing and of flow-level multi-path routing are close to 63% and 47%, respectively. Furthermore, nearly 30% of the flows are expected to undergo an unnecessary 3-fold slowdown. By contrast, packet-level multi-path routing consistently delivers full throughput to all flows, and proactively avoids internal hotspots, thus serving better the growing demands of inter-server (east-west) traffic. Copyright © 2014 ACM.
Jun Xie, Rogerio Schmidt Feris, et al.
ICIP 2014
Nikolaos Chrysos, Cyriel Minkenberg, et al.
HPCA 2015
Eugene H. Ratzlaff
ICDAR 2001
Ritendra Datta, Jianying Hu, et al.
ICPR 2008