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AVA: Towards Agentic Video Analytics with Vision Language ModelsNSDI '262026-05-04
AVA builds an Event Knowledge Graphs index from long streams by windowed captioning with a 7B VLM (e.g., ChainOne VL), semantic merging via BLEU/BERT-like…
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TGW: Operating an Efficient and Resilient Cloud Gateway at ScaleUSENIX ATC '252025-07-07
DPDK-based forwarding plane achieves 2.9× single-node forwarding over prior systems; deployment uses load distributors (LDs) with per-flow core pinning for EIP…
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