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Owing to the advantages of low standby power and high scalability, ReRAM technology is considered as a promising replacement for conventional DRAM in future manycore systems. In order to make ReRAM highly scalable, the memory array has to have a crossbar array structure, which needs a specific access mechanism for activating a row of memory when reading/writing a data block from/to it. This type of...
Thanks to massive parallelism in modern Graphics Processing Units (GPUs), emerging data processing applications in GPU computing exhibit ten-fold speedups compared to CPU-only systems. However, this GPU-based acceleration is limited in many cases by the significant data movement overheads and inefficient memory management for host-side storage accesses. To address these shortcomings, this paper proposes...
Resource utilization is one of the emerging problems in many-chip SSDs. In this paper, we propose Sprinkler, a novel device-level SSD controller, which targets maximizing resource utilization and achieving high performance without additional NAND flash chips. Specifically, Sprinkler relaxes parallelism dependency by scheduling I/O requests based on internal resource layout rather than the order imposed...
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