Storing log data efficiently while supporting querying to assist in computer network security
View Patent ↗A logging system includes an event receiver and a storage manager. The receiver receives log data, processes it, and outputs a data “chunk.” The manager receives data chunks and stores them so that they can be queried. The receiver includes buffers that store events and a metadata structure that stores metadata about the contents of the buffers. The metadata includes a unique identifier associated with the receiver, the number of events in the buffers, and, for each “field of interest,” a minimum value and a maximum value that reflect the range of values of that field over all of the events in the buffers. A chunk includes the metadata structure and a compressed version of the contents of the buffers. The metadata structure acts as a search index when querying event data. The logging system can be used in conjunction with a security information/event management (SIEM) system.
1. A computer-implemented method for processing log data, comprising:
receiving log data that comprises a plurality of events, an event including one or more fields; and
for each event in the plurality of events:
storing, in a buffer, the event;
identifying a first value of a first field of the event;
identifying a first minimum value that indicates a minimum value of the first field of all of the events stored in the buffer, wherein the first minimum value is stored in a metadata structure that comprises information about contents of the buffer;
determining whether the first minimum value exceeds the first value; and
responsive to determining that the first minimum value exceeds the first value, updating the metadata structure by replacing the first minimum value with the first value.
2. The method of claim 1 , wherein information about contents of the buffer further includes a first maximum value that indicates a maximum value of the first field of all of the events stored in the buffer.
3. The method of claim 1 , wherein information about contents of the buffer further includes a second minimum value that indicates a minimum value of a second field of all of the events stored in the buffer.
4. The method of claim 1 , wherein information about contents of the buffer further includes a number of events stored in the buffer.
5. The method of claim 1 , further comprising:
in response to a first trigger condition, generating a data chunk based on contents of the metadata structure and further based on contents of the buffer.
6. The method of claim 5 , wherein the first trigger condition is based on a buffer usage threshold or based on a timeout window.
7. The method of claim 5 , further comprising:
in response to a second trigger condition, reclaiming storage space used by the data chunk.
8. The method of claim 7 , wherein the second trigger condition is based on a retention policy associated with the data chunk.
9. The method of claim 7 , wherein the second trigger condition is based on a disk-space usage threshold or based on a maximum time to retain the chunk.
10. The method of claim 1 , further comprising:
for each event in the plurality of events:
determining when the event was received; and
storing, in the buffer, a timestamp that reflects when the event was received.
11. The method of claim 1 , wherein storing the event in the buffer comprises appending the event to contents of the buffer.
12. The method of claim 1 , further comprising generating a data chunk that includes contents of the metadata structure and a compressed version of contents of the buffer.
13. The method of claim 12 , wherein the data chunk further includes a file signature or a version identifier.
14. The method of claim 12 , wherein the data chunk further includes a message digest of contents of the buffer.
15. The method of claim 12 , further comprising:
receiving a search query that includes a set of one or more search terms;
identifying one or more search terms, from the set of search terms, that concern information that is contained in the metadata structure; and
searching one or more data chunks by comparing, for each data chunk, the identified search terms to contents of the metadata structure included within the data chunk.
16. The method of claim 15 , further comprising:
for each data chunk that satisfies the identified search terms:
disassembling the data chunk into a plurality of events; and
comparing, for each event in the plurality of events, the set of search terms to the event.
17. A computer program product for processing log data, the computer program product comprising a non-transitory computer-readable medium containing computer program code for performing a method, the method comprising:
receiving log data that comprises a plurality of events, an event including one or more fields; and
for each event in the plurality of events:
storing, in a buffer, the event;
identifying a first value of a first field of the event;
identifying a first minimum value that indicates a minimum value of the first field of all of the events stored in the buffer, wherein the first minimum value is stored in a metadata structure that comprises information about contents of the buffer;
determining whether the first minimum value exceeds the first value; and
responsive to determining that the first minimum value exceeds the first value, updating the metadata structure by replacing the first minimum value with the first value.
18. An apparatus for processing log data, comprising:
a processor; and
a computer-readable storage medium coupled to the processor and storing instructions executed by the processor to perform operations comprising:
receiving log data that comprises a plurality of events, an event including one or more fields;
for each event in the plurality of events:
storing, in a buffer, the event;
identifying a first value of a first field of the event;
identifying a first minimum value that indicates a minimum value of the first field of all of the events stored in the buffer, wherein the first minimum value is stored in a metadata structure that comprises information about contents of the buffer;
determining whether the first minimum value exceeds the first value; and
responsive to determining that the first minimum value exceeds the first value, updating the metadata structure by replacing the first minimum value with the first value.