FlexDriver: a network driver for your accelerator
Haggai Eran, Maxim Fudim, Gabi Malka, Gal Shalom, Noam Cohen, Amit Hermony, Dotan Levi, Liran Liss, Mark Silberstein
摘要
We propose a new system design for connecting hardware and FPGA accelerators to the network, allowing the accelerator to directly control commodity Network Interface Cards (NICs) without using the CPU. This enables us to solve the key challenge of leveraging existing NIC hardware offloads such as virtualization, tunneling, and RDMA for accelerator networking. Our approach supports a diverse set of use cases, from direct network access for disaggregated accelerators to inline-acceleration of the network stack, all without the complex networking logic in the accelerator.
To demonstrate the feasibility of this approach, we build Flex-Driver (FLD), an on-accelerator hardware module that implements a NIC data-plane driver. Our main technical contribution is a mechanism that compresses the NIC control structures by two orders of magnitude, allowing FLD to achieve high networking scalability with low die area cost and no bandwidth interference with the accelerator logic.
The prototype for NVIDIA Innova-2 FPGA SmartNICs showcases our design's utility for three different accelerators: a disaggregated LTE cipher, an IP-defragmentation inline accelerator, and an IoT cryptographic-token authentication offload. These accelerators reach 25 Gbps line rate and leverage the NIC for RDMA processing, VXLAN tunneling, and traffic shaping without CPU involvement.
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引用它的顶会 Paper7
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- ACCL+: an FPGA-Based Collective Engine for Distributed ApplicationsZhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst 等OSDI 2024 · 被引用 12 次
- Data Motion Acceleration: Chaining Cross-Domain Multi AcceleratorsShu-Ting Wang, Hanyang Xu, Amin Mamandipoor, Rohan Mahapatra 等HPCA 2024 · 被引用 10 次
- RpcNIC: Enabling Efficient Datacenter RPC Offloading on PCIe-attached SmartNICsJie Zhang, Hongjing Huang, Xuzheng Chen, Xiang Li 等HPCA 2025 · 被引用 6 次
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- StRoM: smart remote memoryDavid Sidler, Zeke Wang, Monica Chiosa, Amit Kulkarni 等EuroSys 2020 · 被引用 83 次
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