Hi, Gary

is this a joined project with Arrow? or you plan to build own columnar
collection?

Thanks
yanping

On Wed, Aug 17, 2016 at 11:02 AM, Gary <ga...@apache.org> wrote:

> Hi,
>
> Basically, we have completed the durable native computing infra. since the
> last release, so it might be a good time to think about how to introduce
> the Columnar layout of data into Apache Mnemonic, the reason are
>
> 1) to take advantage of the SIMD
>
> 2) to optimize the use of CPU caches
>
> 3) to compact tensor data
>
> I figure out the following approaches for your consideration.
>
> a) to build a set of durable columnar collections for data (using
> MemBuffer or MemChunk as underlying storage)
>
> b) to let durable native computing service layout columnar data as needed
> (possible to gather scattered data using AVX instructions without moving
> data)
>
> Please offer advice, Thanks.
>
> Cheers
> +Gary
>
>
>
>

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