Bestimmung von Dichten Einbettungstensoren für Protokolldaten unter Verwendung von Blockweise Rekurrenten Neuronalen Netzen

Details

Veröffentlichungs-Nr.

EP4446942

Aktenzeichen

EP24169901

Anmeldetag

12. April 2024

Veröffentlichung

20. November 2024

Rechtsraum

EP

IPC

G06N3/0442G06N3/09G06N3/0985// G06N3/096

Abstract

In some implementations, a device may receive information associated with a software log corpus. The device may identify alphanumeric blocks in the software log corpus. The device may encode the blocks to generate numeric encoded blocks. The device may generate a set of input sequences and a set of target sequences based on the encoded blocks and a statistical block length associated with the blocks, wherein the set of target sequences are shifted versions of the set of input sequences. The device may generate a training dataset for embedding computation based on combining the set of input sequences and the set of target sequences into a tuple, partitioning the tuple into batches, and shuffling the batches to obtain the training dataset. The device may generate a set of dense embedding tensors using the training dataset and the encoded blocks.

Anmelder

Firma

Viavi Solutions Inc.

Land

🇺🇸 USA

Fachgebiete