现场可编程门阵列
云计算
计算机科学
嵌入式系统
多租户技术
架空(工程)
可重组计算
操作系统
软件
软件即服务
软件开发
作者
Joel Mandebi Mbongue,Sujan Kumar Saha,Christophe Bobda
标识
DOI:10.1109/ipdpsw52791.2021.00032
摘要
Cloud deployments now increasingly provision FPGA accelerators as part of virtual instances. While commercial clouds still essentially expose single-tenant FPGAs to the users, the growing demand for hardware acceleration raises the need for architectures supporting FPGA multi-tenancy. In this work, we explore the trade-off between hardware consolidation and performance. Experiments show that FPGA multi-tenancy increases hardware utilization and decreases IO performance in the order of microseconds compared to the single-tenant model. The experiments also demonstrate that implementing on-chip communication between the hardware workloads of a cloud user significantly reduces the overall communication overhead.
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