Resolving Packets from Counters: Enabling Multi-scale Network Traffic Super Resolution via Composable Large Traffic Model
Realistic fine-grained traffic traces are valuable to numerous applications in both academia and industry. It's challenging to obtain them directly, while coarse-grained counters are readily available on all network devices. This work ZoomSynth can synthesis fine-grained trafffic from those counters and further support some downstream tasks.
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Train: Model programs and training scripts
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Infer: Scripts and programs to run inference
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Data processing: Parsing pcap files and generate training datasets