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Digital oil refinery: utilizing real-time analytics and cloud computing over industrial sensor data
(2018-12-14)
This thesis addresses big data challenges seen in large-scale, mission-critical industrial plants such as oil refineries. These plants are equipped with heavy machinery (boilers, engines, turbines, etc.) that are continuously ...
Scalable analysis of large-scale system logs for anomaly detection
(2019-05-30)
System logs provide information regarding the status of system components and various events that occur at runtime. This information can support fault detection, diagnosis and prediction activities. However, it is a ...
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