yaqi-zhao opened a new pull request, #14217:
URL: https://github.com/apache/arrow/pull/14217

   Intel® In-Memory Analytics Accelerator (Intel® IAA) is a hardware 
accelerator available in the upcoming generation of Intel® Xeon® Scalable 
processors ("Sapphire Rapids"). Its goal is to speed up common operations in 
analytics like data (de)compression and filtering. It support decoding of 
Parquet RLE format. We add new codec which utilizes the Intel® IAA offloading 
technology to provide a high-performance RLE decode implementation. The codec 
uses the [Intel® Query Processing Library (QPL)](https://github.com/intel/qpl) 
which abstracts access to the hardware accelerator. The new solution provides 
in general higher performance against current solution, and also consume less 
CPU.


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