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Offloading machine learning to programmable data planes: A systematic survey
The demand for machine learning (ML) has increased significantly in recent decades,
enabling several applications, such as speech recognition, computer vision, and …
enabling several applications, such as speech recognition, computer vision, and …
Disaggregating stateful network functions
D Bansal, G DeGrace, R Tewari, M Zygmunt… - … USENIX Symposium on …, 2023 - usenix.org
For security, isolation, metering and other purposes, public clouds today implement complex
network functions at every server. Today's implementations, in software or on FPGAs and …
network functions at every server. Today's implementations, in software or on FPGAs and …
{SmartCookie}: Blocking {Large-Scale}{SYN} Floods with a {Split-Proxy} Defense on Programmable Data Planes
Despite decades of mitigation efforts, SYN flooding attacks continue to increase in frequency
and scale, and adaptive adversaries continue to evolve. Meanwhile, volumes of benign …
and scale, and adaptive adversaries continue to evolve. Meanwhile, volumes of benign …
Lognic: A high-level performance model for smartnics
SmartNICs have become an indispensable communication fabric and computing substrate
in today's data centers and enterprise clusters, providing in-network computing capabilities …
in today's data centers and enterprise clusters, providing in-network computing capabilities …
Fast and scalable in-network lock management using lock fission
Distributed lock services are extensively utilized in distributed systems to serialize
concurrent accesses to shared resources. The need for fast and scalable lock services has …
concurrent accesses to shared resources. The need for fast and scalable lock services has …
{In-Memory}{Key-Value} Store Live Migration with {NetMigrate}
Distributed key-value stores today require frequent key-value shard migration between
nodes to react to dynamic workload changes for load balancing, data locality, and service …
nodes to react to dynamic workload changes for load balancing, data locality, and service …
Meissa: scalable network testing for programmable data planes
Ensuring the correctness of programmable data planes is important. Testing offers
comprehensive correctness checking, including detecting both code bugs and non-code …
comprehensive correctness checking, including detecting both code bugs and non-code …
AccelUPF: accelerating the 5G user plane using programmable hardware
The latest generation of 5G telecommunication networks are expected to provide high
throughput and low latency while catering to diverse applications like mobile broadband …
throughput and low latency while catering to diverse applications like mobile broadband …
{NetVRM}: Virtual Register Memory for Programmable Networks
Programmable networks are enabling a new class of applications that leverage the line-rate
processing capability and on-chip register memory of the switch data plane. Yet the status …
processing capability and on-chip register memory of the switch data plane. Yet the status …
Netcastle: network infrastructure testing at scale
Network operators have long struggled to achieve reliability. Increased complexity risks
surprising interactions, increased downtime, and lost person-hours trying to debug …
surprising interactions, increased downtime, and lost person-hours trying to debug …