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Timeli supports ad-hoc aggregations along a time dimension and across channels. Every channel automatically supports statistical measures like mean, median, min/max, and percentiles. Timeli provides asynchronous, elastic and high throughput data ingestion. Timeli supports horizontally scalable storage of raw and processed data with high write rate and low latency reads. Timeli provides in-stream data validation, estimation and pre-processing.

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