A Markov Random Field Based Approach for Analyzing Supercomputer System Logs

High performance computing systems comprised of hundreds or thousands of computational nodes can generate a high volume of system log entries at a high data velocity. Analyzing these logs soon after they are generated is a significant challenge, due to the complexity of log messages, the speed at which they are produced, and the lack of a method to quickly map or categorize messages to meaningful ...