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Table 2 Stream analytics method characteristics

From: Composing high-level stream processing pipelines

Method Responsiveness Settling time Stability
No window Very slow Long Low
Tumbling window 50 Very fast Very long Very low
Tumbling window 300 Slow Very short High
Tumbling window 500 Slow None Very high
Sliding window 500 Slow None Very high