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BigHOST is an autograding system that is developed to evaluate Big Data Assignments. BigHOST employs a simple architecture that is scalable and provides a fair environment for executing multiple Big Data jobs in parallel. Official repository for paper "BigHOST: Automatic Grading System for Big Data Assignments", CCGridW 2023.