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US 12,602,384 B2Granted
Methods for enhancing rapid data analysis
AssigneeScuba Analytics, Inc.
InventorsRobert Johnson, Oleksandr Barykin, Alex Suhan, Lior Abraham, Don Fossgreen
Life of this patent
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Abstract
A method for enhancing rapid data analysis includes receiving a set of data; storing the set of data in a first set of data shards sharded by a first field; and identifying anomalous data from the set of data by monitoring a range of shard indices associated with a first shard of the first set of data shards, detecting that the range of shard indices is smaller than an expected range by a threshold value, and identifying data of the first shard as anomalous data.
Claims20
A system, comprising:
- a database, wherein data in the database is partitioned into a plurality of data shards;
- and
- a processing subsystem configured to:
- receive a query;
- identify a set of relevant data shards from the plurality of data shards containing data relevant to the query;
- determine a data sample, by:
- selecting a subset of the set of relevant data shards according to a set of sampling parameters;
- and
- collecting the data sample from the subset of the set of relevant data shards;
- and
- calculate a result based on an analysis of the data sample.
8 more elements
A system, comprising:
- a processing subsystem configured to:
- partition a dataset into a plurality of data shards, wherein each data shard of the plurality of data shards stores a representative sample of a population;
- compress each data shard of the plurality of data shards;
- receive a query;
- collect a data sample from a subset of the plurality of data shards;
- and
- calculate a result based on an analysis of the data sample.
4 more elements
Dependencies are inferred from the claim text.