activity
20182022
most citedTaurus: A Data Plane Architecture for Per-Packet ML

94 citations · 112 across the 7 of their papers we have counts for

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6 papers · 1 filter

cs.NI2022★ 3 cited

Characterizing and Modeling Control-Plane Traffic for Mobile Core Network

Jiayi Meng, Jingqi Huang, Y. Charlie Hu +4

In this paper, we first carry out to our knowledge the first in-depth characterization of control-plane traffic, using a real-world control-plane trace for 37,325 UEs sampled at a…

cs.NI2022

Enabling the Reflex Plane with the nanoPU

Stephen Ibanez, Alex Mallery, Serhat Arslan +4

Many recent papers have demonstrated fast in-network computation using programmable switches, running many orders of magnitude faster than CPUs. The main limitation of writing soft…

cs.NI2022

Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks

Tushar Swamy, Annus Zulfiqar, Luigi Nardi +2

Support for Machine Learning (ML) applications in networks has significantly improved over the last decade. The availability of public datasets and programmable switching fabrics (…

cs.NI2020★ 94 cited

Taurus: A Data Plane Architecture for Per-Packet ML

Tushar Swamy, Alexander Rucker, Muhammad Shahbaz +2

Emerging applications -- cloud computing, the internet of things, and augmented/virtual reality -- demand responsive, secure, and scalable datacenter networks. These networks curre…

cs.NI2019★ 1 cited

-NIC: Interactive Serverless Compute on Programmable SmartNICs

Sean Choi, Muhammad Shahbaz, Balaji Prabhakar +1

There is a growing interest in serverless compute, a cloud computing model that automates infrastructure resource-allocation and management while billing customers only for the res…

cs.NI2018★ 6 cited

Elmo: Source-Routed Multicast for Cloud Services

Muhammad Shahbaz, Lalith Suresh, Jen Rexford +3

We present Elmo, a system that addresses the multicast scalability problem in multi-tenant data centers. Modern cloud applications frequently exhibit one-to-many communication patt…