Anomaly Detection with APM

Anomaly Detection with APM

Hamza BEN AMARA

Hamza BEN AMARA

La Marsa, Tunis

Monitor and Predict anomalies in Applications & Servers logs using Neural Network AI

Networking, Artificial Intelligence, Internet of Things

Description

My project is about predicting servers failures or applications bugs from Operational & Security standpoints by applying ML & AI to predict picks loads or downtime in CPU/Network/Infrastructure/Code .... Constructing a times series baseed on generated logs, is a baseline for cleansing data and make transformations on it. After this, build a model than can reduce the cost of error from prediction and estalish an iteration process for features engineering. Algorithms: KMeans/PCA/Random Forest/ Neural Nets/Collaborative Filtering OS: Linux/Windows Languages: Python/Scala/Javascript Technologies Used: Hadoop/Elasticsearch/h2o/Spark/Node.js

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Hamza B. created project Anomaly Detection with APM

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Anomaly Detection with APM

My project is about predicting servers failures or applications bugs from Operational & Security standpoints by applying ML & AI to predict picks loads or downtime in CPU/Network/Infrastructure/Code .... Constructing a times series baseed on generated logs, is a baseline for cleansing data and make transformations on it. After this, build a model than can reduce the cost of error from prediction and estalish an iteration process for features engineering. Algorithms: KMeans/PCA/Random Forest/ Neural Nets/Collaborative Filtering OS: Linux/Windows Languages: Python/Scala/Javascript Technologies Used: Hadoop/Elasticsearch/h2o/Spark/Node.js

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