ACM SIGOPS Operating Systems Review · 2002 · 1.3K citations · 32 references
ComputingComputer ScienceComputer SystemsComputer NetworksDistributed SystemsVirtualizationDistributed Heterogeneous SystemsExperimentation PlatformsNetwork Performance AnalysisNetwork VirtualizationSystem SimulationNetwork SimulationNetwork Testing AutomationParameter Space AnalysisParameter Space ExplorationScheduling With Heterogeneous Resources
Three experimental environments traditionally support network and distributed systems research: network emulators, network simulators, and live networks. The continued use of multiple approaches highlights both the value and inadequacy of each. Netbed, a descendant of Emulab, provides an experimentation facility that integrates these approaches, allowing researchers to configure and access networks composed of emulated, simulated, and wide-area nodes and links. Netbed's primary goals are ease of use, control , and realism , achieved through consistent use of virtualization and abstraction.By providing operating system-like services, such as resource allocation and scheduling, and by virtualizing heterogeneous resources, Netbed acts as a virtual machine for network experimentation. This paper presents Netbed's overall design and implementation and demonstrates its ability to improve experimental automation and efficiency. These, in turn, lead to new methods of experimentation, including automated parameter-space studies within emulation and straightforward comparisons of simulated, emulated, and wide-area scenarios.
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Condor-a hunter of idle workstations
Michael Litzkow, Miron Livny, Matt W. Mutka · 2003 · 2.3K citations · Full text
Jitendra Padhye, Victor Firoiu, Don Towsley et al. · 1998 · 2.1K citations
David G. Andersen, Hari Balakrishnan, Frans Kaashoek et al. · 2001 · 1.9K citations
Very fast simulated re-annealing
Lester Ingber · Mathematical and Computer Modelling · 1989 · 1.3K citations