98 citations · 161 across the 6 of their papers we have counts for
6 papers
Confucius: Achieving Consistent Low Latency with Practical Queue Management for Real-Time Communications
Zili Meng, Nirav Atre, Mingwei Xu +2
Real-time communication applications require consistently low latency, which is often disrupted by latency spikes caused by competing flows, especially Web traffic. We identify the…
Robustifying Measurement-Based Congestion Control Algorithms
Zhu Yuxi, Meng Zili, Shen Yixin +2
The design methodology of congestion control algorithms (CCAs) has shifted from control-based to measurement-based in recent years. However, we find that measurement-based CCAs, al…
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…
Learning Scheduling Algorithms for Data Processing Clusters
Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan +2
Efficiently scheduling data processing jobs on distributed compute clusters requires complex algorithms. Current systems, however, use simple generalized heuristics and ignore work…
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…
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…