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cs.CV2024
Towards Causal Physical Error Discovery in Video Analytics Systems
Jinjin Zhao, Ted Shaowang, Stavos Sintos +1
Video analytics systems based on deep learning models are often opaque and brittle and require explanation systems to help users debug. Current model explanation system are very go…
cs.NI2024★ 1 cited
FlowWise: Stateful Fast-Slow Model Serving for Streaming Traffic Intelligence
Shinan Liu, Ted Shaowang, Gerry Wan +4
Network traffic analysis in cloud and internet service provider (ISP) networks increasingly relies on machine learning (ML) models, as encryption and service consolidation make rul…