Khái niệm cốt lõi
Xorbits introduces dynamic tiling to optimize data science workloads, enhancing scalability and performance.
Thống kê
"Xorbits has been successfully deployed in production environments with up to 5k CPU cores."
"Over the fastest state-of-the-art solutions, Xorbits achieves an impressive 2.66× speedup on average."
"In terms of API coverage, Xorbits attains a compatibility rate of 96.7%."
Trích dẫn
"Users can easily scale their data science workloads by simply changing the import line of their pandas and NumPy code."
"Our experiments demonstrate that Xorbits can effectively process very large datasets without encountering OOM or data-skewing problems."