要有光!存储系统的未来是光子学和3D堆叠

K. Bergman, G. Hendry, Paul H. Hargrove, J. Shalf, B. Jacob, K. Hemmert, Arun Rodrigues, D. Resnick
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引用次数: 14

摘要

能源消耗是百亿亿次超级计算的根本障碍,主要是将数据从一个点移动到另一个点的成本,而不是计算成本。类似地,性能主要取决于数据移动,而不是计算。解决这个问题需要三个关键技术:3D集成、光片对片通信和一种新的通信模型。基于这些技术的内存系统有可能以数量级降低本地内存访问的成本,并提供更多的带宽。为了在可管理的功率预算下实现百亿亿次计算的目标,业界将不得不采用这些技术。这样做将使百亿亿次计算成为可能,并将对全球经济产生重大影响。
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Let there be light!: the future of memory systems is photonics and 3D stacking
Energy consumption is the fundamental barrier to exascale supercomputing and it is dominated by the cost of moving data from one point to another, not computation. Similarly, performance is dominated by data movement, not computation. The solution to this problem requires three critical technologies: 3D integration, optical chip-to-chip communication, and a new communication model. A memory system based on these technologies has the potential to lower the cost of local memory accesses by orders of magnitude and provide substantially more bandwidth. To reach the goals of exascale computing with a manageable power budget, the industry will have to adopt these technologies. Doing so will enable exascale computing, and will have a major worldwide economic impact.
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