Essays about: "Anomaly based"

Showing result 1 - 5 of 229 essays containing the words Anomaly based.

1. 1. Towards Automated Log Message Embeddings for Anomaly Detection

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Adrian Murphy; Daniel Larsson; [2024]
   Keywords : Technology and Engineering;

   Abstract : Log messages are implemented by developers to record important runtime information about a system. For that reason, system logs can provide insight into the state and health of a system and potentially be used to anticipate and discover errors. READ MORE

3. 2. Visualization and analysis of object states using diffusion models and PyTorch

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Christopher Nyberg; [2024]
   Keywords : ;

   Abstract : Artificial Intelligence (AI) is an extremely rapidly growing field in modern technology. As the applications of AI expand, the ability to accurately analyze and predict the condition of various objects through various models has profound implications across numerous industries. READ MORE

4. 3. Log Frequency Analysis for Anomaly Detection in Cloud Environments

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Prathyusha Bendapudi; [2024]
   Keywords : Log Analysis; Log Frequency Patterns; anomaly detection; machine learning; cloud environments;

   Abstract : Background: Log analysis has been proven to be highly beneficial in monitoring system behaviour, detecting errors and anomalies, and predicting future trends in systems and applications. However, with continuous evolution of these systems and applications, the amount of log data generated on a timely basis is increasing rapidly. READ MORE

5. 4. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
   Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

   Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

6. 5. ANOMALY DETECTION FOR INDUSTRIAL APPLICATIONS USING COMMODITY HARDWARE

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : John Moberg; Jonathan Widén; [2023]
   Keywords : Computer Vision; Anomaly Detection; Single Board Computer; Embedded systems;

   Abstract : As the Automotive industry is heavily regulated from a quality point of view, excellence in pro-duction is obligatory. Due to the fact that removing human error from humans is impossible, new solutions must be found. READ MORE