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Thermal neutrons: a possible threat for supercomputer reliability

机译:热中子:对超级计算机可靠性的可能威胁

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The high performance, high efficiency, and low cost of Commercial Off-The-Shelf (COTS) devices make them attractive for applications with strict reliability constraints. Today, COTS devices are adopted in HPC and safety-critical applications such as autonomous driving. Unfortunately, the cheap natural boron widely used in COTS chip manufacturing process makes them highly susceptible to thermal (low energy) neutrons. In this paper, we demonstrate that thermal neutrons are a significant threat to COTS device reliability. For our study, we consider two DDR memories, an AMD APU, three NVIDIA GPUs, an Intel accelerator, and an FPGA executing a relevant set of algorithms. We consider different scenarios that impact the thermal neutron flux such as weather, concrete walls and floors, and HPC liquid cooling systems. Correlating beam experiments and neutron detector data, we show that thermal neutrons FIT rate could be comparable or even higher than the high energy neutron FIT rate.
机译:商业现货(COTS)设备的高性能,高效率和低成本使其对具有严格可靠性约束的应用使其具有吸引力。如今,COTS设备在HPC和安全关键应用中采用,如自主驾驶。不幸的是,广泛应用于COTS芯片制造过程的廉价天然硼使它们非常容易受到热(低能量)中子的影响。在本文中,我们证明了热中子对COTS设备可靠性的显着威胁。对于我们的研究,我们考虑两个DDR存储器,AMD APU,三个NVIDIA GPU,英特尔加速器和执行相关算法的FPGA。我们考虑了影响热中子磁通(如天气,混凝土墙和地板)和HPC液体冷却系统的不同情景。相关光束实验和中子探测器数据,我们表明热中子配合速率可以是可比的,甚至高于高能中子配合速率。

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