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The European Organization for Nuclear Research (CERN) is the largest research organization for particle physics. ALICE, short for ALarge Ion Collider Experiment, serves as one of the main detectors at CERN and produces approximately 15 petabytes of data each year. The computing associated with an ALICE experiment consists of both online and offline processing. An online cluster retrieves data while an offline cluster farm performs a broad range of data analysis. Online processing occurs as collision events are streamed from the detector to the online cluster. This process compresses and calibrates the data before storing it in a data storage system for subsequent offline processing, e.g., event reconstruction. Due to the large volume of stored data to process, offline processing seeks to minimize execution time and data-staging time of the applications via a two-tier offline cluster — the Event Processing Node …