TraceDiff: Autoregressive Latent Diffusion for High-Fidelity Storage I/O Trace Synthesis
I/O traces are essential for storage system evaluation and workload analysis, but real traces are often scarce due to privacy concerns, collection costs, and workload diversity. While LSTM-based generators model short-term sequential dependencies, they suffer from autoregressive error accumulation and struggle to joint...