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Zili Meng

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titleconferencedate
MAE: More Adaptive Video Encoder for Consistent Low Latency in High-Quality Real-Time...NSDI '262026-05-04
Claims a practical encoder-side fix: MAE tunes encoder internal parameters with a dynamic virtual buffer size and probes congestion-control internals to…
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A Composable Emulation Framework for Whitebox SwitchesNSDI '262026-05-04
MirSwitch composes a production SONiC control plane with a modified VPP data plane and virtualized peripheral modules using an adapter-centric design: EVPP…
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Law: Towards Consistent Low Latency in 802.11 Home NetworksNSDI '262026-05-04
Law restructures the 802.11 link layer to enforce a latency bound by unified queuing, per-transmission-opportunity rate updates, active early drops, and a…
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Mortise: Auto-tuning Congestion Control to Optimize QoE via Network-Aware ParameterNSDI '262026-05-04
Mortise auto-tunes rule‑based congestion control in real time by inferring an application's throughput‑delay‑loss preference and mapping that to CCA…
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Learning-Enhanced High-Throughput Pattern Matching Based on Programmable Data PlaneUSENIX ATC '252025-07-07
Trochilus converts existing rule sets into a byte-level recurrent neural network BRNN, distills that model into a hardware-friendly soft multi-view forest…
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Tooth: Toward Optimal Balance of Video QoE and Redundancy Cost by Fine-Grained FEC in...NSDI '252025-04-28
Paper analyzes over 60,000 cloud gaming sessions and finds coarse-grained FEC both over-protects large frames (wasting bandwidth) and under-protects small…
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KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for...USENIX ATC 20242024-07-10
Proposes KEPC-Push, which uses knowledge graph embeddings (TransE, 128‑D vectors) plus collaborative‑filtering/Skip‑gram to infer popularity for fresh videos…
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Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Hairpin rethinks loss recovery for edge-based interactive video by choosing per-round mixes of original packets, retransmissions, and redundancy rather than a…
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Bridging the Gap between QoE and QoS in Congestion Control: A Large-scale Mobile...USENIX ATC '232023-07-10
Builds Floo, a shim layer between apps and CCAs that monitors app state and network metrics, runs a reinforcement learning selection policy, and performs fast…
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Enabling High-Quality Real-Time Communications with Adaptive Frame-RateNSDI 20232023-04-17
Adaptive Frame Rate (AFR) is a controller that coordinates frame rate with network fluctuation and decoder capacity to avoid transient decoder overloads…
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Detecting Ephemeral Optical Events with OpTel19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
A centralized vendor-agnostic controller standardizes optical device models, deploys push-based telemetry agents, and uses a cloud-backed collector cluster to…
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