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Blosc is a high performance compressor optimized for binary data. It has been designed to transmit data to the processor cache faster than the traditional, non-compressed, direct memory fetch approach via a memcpy() OS call. Blosc is meant not only to reduce the size of large datasets on-disk or in-memory, but also to accelerate memory-bound computations. It uses the blocking technique so as to reduce activity in the memory bus as much as possible. In short, this technique works by dividing datasets in blocks that are small enough to fit in caches of modern processors and perform compression/decompression there. It also leverages, if available, SIMD instructions (SSE2, AVX2) and multi-threading capabilities of CPUs, in order to accelerate the compression/decompression process to a maximum. From martin@; input and OK from bcallah@, feinerer@, and sthen@
14 lines
802 B
Plaintext
14 lines
802 B
Plaintext
Blosc is a high performance compressor optimized for binary data. It has
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been designed to transmit data to the processor cache faster than the
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traditional, non-compressed, direct memory fetch approach via a memcpy()
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OS call. Blosc is meant not only to reduce the size of large datasets
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on-disk or in-memory, but also to accelerate memory-bound computations.
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It uses the blocking technique so as to reduce activity in the memory
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bus as much as possible. In short, this technique works by dividing
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datasets in blocks that are small enough to fit in caches of modern
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processors and perform compression/decompression there. It also
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leverages, if available, SIMD instructions (SSE2, AVX2) and
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multi-threading capabilities of CPUs, in order to accelerate the
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compression/decompression process to a maximum.
|