2013 · 118 citations · 41 references
ComputingComputer ScienceComputer SystemsCloud Performance OptimizationComputer NetworksInterconnection NetworksCloud Traffic EngineeringCongestion ControlNetwork Flow AlgorithmsNetwork FlowsRoutingRouting AlgorithmsCentralized SchedulingData Center NetworkingFlow RoutingFlow Routing AlgorithmsLoad-aware RoutingNetwork Resource UtilizationScalabilityScalable Routing
Datacenter networks should support high network utilization. Yet today's routing is typically load agnostic, so large flows can starve other flows if routed through overutilized links. Even recent proposals like centralized scheduling or end-host multi-pathing give suboptimal throughput, and they suffer from poor scalability and other limitations.
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Nick McKeown, Tom Anderson, Hari Balakrishnan et al. · ACM SIGCOMM Computer Communication Review · 2008 · 8.4K citations
Network traffic characteristics of data centers in the wild
Theophilus Benson, Aditya Akella, David A. Maltz · 2010 · 2.2K citations
Albert Greenberg, James R. Hamilton, Navendu Jain et al. · 2009 · 2.1K citations