G <scp>igaflow</scp> : Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs

The success of modern public/edge clouds hinges heavily on the performance of their end-host network stacks if they are to support the emerging and diverse tenants' workloads (e.g., distributed training in the cloud to fast inference at the edge). Virtual Switches (vSwitches) are vital components of this stack, providing a unified interface to enforce high-level policies on incoming packets and route them to physical interfaces, containers, or virtual machines. As performance demands escalate, there has been a shift toward offloading vSwitch processing to SmartNICs to alleviate CPU load and improve efficiency. However, existing solutions struggle to handle the growing flow rule space within the NIC, leading to high miss rates and poor scalability.

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Publication Details

Published
2025-03-27
DOI
https://doi.org/10.1145/3676641.3716000
Primary Topic
Caching and Content Delivery
Type
article
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article

G igaflow : Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs

Ben Pfaff, Gianni Antichi, Annus Zulfiqar, Muhammad Shahbaz et al.
Caching and Content Delivery
article

G igaflow : Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs

Ben Pfaff, Gianni Antichi, Annus Zulfiqar, Muhammad Shahbaz, Ali Imran, Venkat Kunaparaju
article en

Abstract

The success of modern public/edge clouds hinges heavily on the performance of their end-host network stacks if they are to support the emerging and diverse tenants' workloads (e.g., distributed training in the cloud to fast inference at the edge). Virtual Switches (vSwitches) are vital components of this stack, providing a unified interface to enforce high-level policies on incoming packets and route them to physical interfaces, containers, or virtual machines. As performance demands escalate, there has been a shift toward offloading vSwitch processing to SmartNICs to alleviate CPU load and improve efficiency. However, existing solutions struggle to handle the growing flow rule space within the NIC, leading to high miss rates and poor scalability.

Purdue University West Lafayette (US), University of Michigan (US), Politecnico di Milano (IT)
Openalex Percentile: Top 95%
Caching and Content Delivery
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