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I wonder how well this will scale for large datasets. Can anyone provide some benchmarks or performance comparisons against other database systems?
by thelastparadise 3y ago
I wonder how well this will scale for large datasets. Can anyone provide some benchmarks or performance comparisons against other database systems?
- jarulraj 3y agoGreat question! We have a built-in integration test for 1 million images [1] and have benchmarked EVA on large unstructured datasets for our ACM SIGMOD paper [2]. Coming up with an open benchmark for AI-Relational database systems is essential [3]. Please share your thoughts on any ideas for benchmarking :) [1] https://github.com/georgia-tech-db/eva/blob/e123820c79b902d5ed22dff11ab856f12a4399ac/test/benchmark_tests/test_benchmark_pytorch.py#L173 https://github.com/georgia-tech-db/eva/blob/e123820c79b902d5... [2] https://dl.acm.org/doi/abs/10.1145/3514221.3526142 https://dl.acm.org/doi/abs/10.1145/3514221.3526142 [3] https://dl.acm.org/doi/10.1145/3299869.3324955 https://dl.acm.org/doi/10.1145/3299869.3324955