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Resource Management of Manycores with a Hierarchical and a Hybrid Main Memory for MN-MATE Cloud Node

机译:具有针对MN-MATE云节点的分层和混合主内存的Manycores资源管理

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The advent of manycore in computing architecture causes severe energy consumption and memory wall problem. Emerging technologies such as on-chip DRAM and nonvolatile memory (NVRAM) receive attention as promising solutions for them. Nonvolatile memory is a viable DRAM replacement, achieving competitive performance at lower power consumption. On-chip DRAM extends the memory bandwidth. The confluence of these trends offers a new opportunity to rethink traditional computing system and memory hierarchies. In an attempt to mitigate the energy and memory wall, we propose MN-MATE, a novel architecture and management techniques for resource allocation of a number of cores, onchip DRAM, and large size of off-chip DRAM and NVRAM. In MN-MATE, each guest OS utilizes cores and various memories allocated by the hypervisor. Based on the knowledge about the allocated resources, a guest OS co-schedules tasks accessing different types of memory with complementary access intensity. Memory management system of the OS utilizes on-chip DRAM as a part of main memory having low latency. It also selects proper location of data from the three types of memory based on the data's access characteristics. Preliminary experimental results show that these techniques with the new architecture improve system performance and reduce energy consumption.
机译:Manycore在计算体系结构中的出现导致严重的能耗和内存壁问题。诸如片上DRAM和非易失性存储器(NVRAM)之类的新兴技术作为其有前途的解决方案受到关注。非易失性存储器是可行的DRAM替代品,以较低的功耗实现了出色的性能。片上DRAM扩展了存储带宽。这些趋势的融合为重新思考传统的计算系统和内存层次结构提供了新的机会。为了减轻能耗和内存壁,我们提出了MN-MATE,这是一种新颖的体系结构和管理技术,用于大量内核,片上DRAM以及大尺寸的片外DRAM和NVRAM的资源分配。在MN-MATE中,每个来宾OS利用内核和虚拟机管理程序分配的各种内存。根据有关分配资源的知识,来宾OS会以互补的访问强度来共同计划访问不同类型内存的任务。 OS的存储器管理系统利用片上DRAM作为具有低等待时间的主存储器的一部分。它还根据数据的访问特性从三种类型的存储器中选择数据的正确位置。初步实验结果表明,这些采用新架构的技术可提高系统性能并降低能耗。

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