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Parameter Sensitivity

MarianaGarcez edited this page Jan 9, 2026 · 2 revisions

We measure parameter sensitivity across the nine queries by varying the window size and slide interval around the baselines in Section "Queries". Each query runs for 30 seconds under 4 vCPU / 8 GB, using the TCP workload of 20k events/s. We test both the sliding and tumbling versions of each query. For originally tumbling queries (Q1, Q6–Q9), we added a sliding variant at the baseline size with a 1 s slide, and for sliding queries (Q2–Q5), we added a tumbling variant at the baseline size. For tumbling queries (Q1, Q6–Q9), we test sizes 5/10/20 s, and for sliding queries (Q2–Q5), we sweep window sizes (Q2: 5/7/10/20 s; Q3/Q4: 5/10/20 s; Q5: 15/45/90 s) and slide intervals (Q2–Q4: 10 ms/100 ms/1 s; Q5: 1/5/10 s).

panelB_tumbling_vs_sliding

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