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Trends in High-Performance Computing
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2011
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Cluster ComputingEngineeringComputer ArchitectureSupercomputer ArchitectureHigh Performance ComputingHpc System ArchitecturesHigh-performance ArchitectureSystems EngineeringHigh-performance ComputingParallel ComputingHigh-throughput ComputingManycore ProcessorOpen Source SupercomputingHybrid Hpc WorkloadComputer EngineeringComputer ScienceLeadership-class Compute SystemsHomogeneous NodesParallel Programming
HPC system architectures are shifting from the traditional clusters of homogeneous nodes to clusters of heterogeneous nodes and accelerators. The future of high-performance computing (HPC) from the technologies developed today to showcase the leadership-class compute systems, the supercomputers. These machines are usually designed to achieve the highest possible performance in terms of the number of 64-bit floating-point operations per second (flops). Their architecture has evolved from early custom design systems to the current clusters of commodity multisocket, multicore systems.