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20172026
most citedInterpreting Deep Learning-Based Networking Systems

98 citations · 150 across the 14 of their papers we have counts for

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5 papers · 1 filter

cs.NI2019★ 98 cited

Interpreting Deep Learning-Based Networking Systems

Zili Meng, Minhu Wang, Jiasong Bai +3

While many deep learning (DL)-based networking systems have demonstrated superior performance, the underlying Deep Neural Networks (DNNs) remain blackboxes and stay uninterpretable…

cs.NI2018★ 2 cited

PAM: When Overloaded, Push Your Neighbor Aside!

Zili Meng, Jun Bi, Chen Sun +3

Recently SmartNICs are widely used to accelerate service chains in NFV. However, when the SmartNIC is overloaded, casually migrating vNFs away from SmartNIC to CPU may lead to addi…

cs.NI2018★ 10 cited

CoCo: Compact and Optimized Consolidation of Modularized Service Function Chains in NFV

Zili Meng, Jun Bi, Haiping Wang +2

The modularization of Service Function Chains (SFCs) in Network Function Virtualization (NFV) could introduce significant performance overhead and resource efficiency degradation d…

cs.NI2017★ 3 cited

Cybersecurity Attacks in Vehicle-to-Infrastructure (V2I) Applications and their Prevention

Mhafuzul Islam, Mashrur Chowdhury, Hongda Li +1

A connected vehicle (CV) environment is composed of a diverse data collection, data communication and dissemination, and computing infrastructure systems that are vulnerable to the…

cs.NI2017

CHAOS: an SDN-based Moving Target Defense System

Juan Wang, Feng Xiao, Jianwei Huang +3

The static nature of current cyber systems has made them easy to be attacked and compromised. By constantly changing a system, Moving Target Defense (MTD) has provided a promising…