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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
If the latter, I would recommend looking into Contest Management System. It is written for programming competitions. Obviously you are not doing a programming competition and don't need a live scoreboard, etc., but there may be some elements of it you find useful.
For example, it relies upon the isolate project to easily run untrusted code/untrusted executables in sandboxes. If your students already have their test cases written, then it's just a matter of running them, which isolate can help with.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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