Abstract: A device may allocate a stream of log messages to nodes of an aggregator based on shared attributes of the log messages. A device may process, at each of the nodes, the log messages of the respective sub-stream as they are being received. The processing may include: determining, based on the timestamps of the log messages, a time window each of the log messages is within; and clustering, for each time window, the log messages within that time window based on the unstructured data of those log messages to form a set of clusters for that time window. A device may generate an aggregation for at least one of the set of clusters for that time window in response to deactivating each of the series of time windows for at least one of the nodes. A device may stream the aggregations to the user system in response to the generation.

Abstract: A device may allocate a stream of log messages to nodes of an aggregator based on shared attributes of the log messages. A device may process, at each of the nodes, the log messages of the respective sub-stream as they are being received. The processing may include: determining, based on the timestamps of the log messages, a time window each of the log messages is within; and clustering, for each time window, the log messages within that time window based on the unstructured data of those log messages to form a set of clusters for that time window. A device may generate an aggregation for at least one of the set of clusters for that time window in response to deactivating each of the series of time windows for at least one of the nodes. A device may stream the aggregations to the user system in response to the generation.

Abstract: A device may allocate a stream of log messages to nodes of an aggregator based on shared attributes of the log messages. A device may process, at each of the nodes, the log messages of the respective sub-stream as they are being received. The processing may include: determining, based on the timestamps of the log messages, a time window each of the log messages is within; and clustering, for each time window, the log messages within that time window based on the unstructured data of those log messages to form a set of clusters for that time window. A device may generate an aggregation for at least one of the set of clusters for that time window in response to deactivating each of the series of time windows for at least one of the nodes. A device may stream the aggregations to the user system in response to the generation.