Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Jan 201919922001200920172026
5 results for “OpenStack”
Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaScs.CR

This paper analyzes CNNs for malware detection in cloud IaaS.

problem Malware vulnerability in cloud IaaS environments.
method Analysis of Convolutional Neural Networks (CNNs) for online malware detection using process-level performance metrics.
result State-of-the-art DenseNets and ResNets effectively detect malware in online cloud systems.
Cloud IaaSMalware DetectionConvolutional Neural NetworksOpenStackProcess Metrics
2020-02-15abs ↗pdf ↗
Oversampling Log Messages Using a Sequence Generative Adversarial Network for Anomaly Detection and Classificationcs.LG

The paper proposes a SeqGAN model to generate balanced log messages for anomaly detection.

problem Imbalanced log data makes anomaly detection difficult.
method SeqGAN for generating balanced log messages, Autoencoder for feature extraction, GRU for anomaly detection.
result Oversampling and balancing data improves anomaly detection accuracy.
SeqGANlog messagesanomaly detectionimbalanced dataAutoencoder
2019-12-09abs ↗pdf ↗
Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learningcs.NI

Method uses Seq2Seq learning to automatically generate recovery commands for ICT systems.

problem Manual decision-making for recovery commands is time-consuming and error-prone.
method Seq2Seq neural network model trained on past logs and commands.
result The model can estimate accurate recovery commands from new failures.
Seq2Seqneural networksautomatic recoveryICT systemsrecovery commands
2020-03-24abs ↗pdf ↗