Towards Efficient I/O Pipelines Using Accumulated Compression
Avinash Maurya,
Bogdan Nicolae,
M. Mustafa Rafique
et al.
Abstract:High-Performance Computing (HPC) workloads generate large volumes of data at high-frequency during their execution, which needs to be captured concurrently at scale. These workloads exploit accelerators such as GPU for faster performance. However, the limited onboard high-bandwidth memory (HBM) on the GPU, and slow device-to-host memory PCIe interconnects lead to I/O overheads during application execution, thereby exacerbating their overall runtime. To overcome the aforementioned limitations, techniques such a… Show more
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