2 papers
cs.AR2024
Arcus: SLO Management for Accelerators in the Cloud with Traffic Shaping
Jiechen Zhao, Ran Shu, Katie Lim +4
Cloud servers use accelerators for common tasks (e.g., encryption, compression, hashing) to improve CPU/GPU efficiency and overall performance. However, users' Service-level Object…
cs.OS2024
Accelerator-as-a-Service in Public Clouds: An Intra-Host Traffic Management View for Performance Isolation in the Wild
Jiechen Zhao, Ran Shu, Katie Lim +4
I/O devices in public clouds have integrated increasing numbers of hardware accelerators, e.g., AWS Nitro, Azure FPGA and Nvidia BlueField. However, such specialized compute (1) is…