Exoshuffle-CloudSort

We present Exoshuffle-CloudSort, a sorting application running on top of Ray using the Exoshuffle architecture. Exoshuffle-CloudSort runs on Amazon EC2, with input and output data stored on Amazon S3. Using 40 i4i.4xlarge workers, Exoshuffle-CloudSort completes the 100 TB CloudSort Benchmark (Indy c...

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Published in:arXiv.org 2023-01
Main Authors: Luan, Frank Sifei, Wang, Stephanie, Yagati, Samyukta, Kim, Sean, Lien, Kenneth, Ong, Isaac, Hong, Tony, Cho, SangBin, Liang, Eric, Stoica, Ion
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container_title arXiv.org
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creator Luan, Frank Sifei
Wang, Stephanie
Yagati, Samyukta
Kim, Sean
Lien, Kenneth
Ong, Isaac
Hong, Tony
Cho, SangBin
Liang, Eric
Stoica, Ion
description We present Exoshuffle-CloudSort, a sorting application running on top of Ray using the Exoshuffle architecture. Exoshuffle-CloudSort runs on Amazon EC2, with input and output data stored on Amazon S3. Using 40 i4i.4xlarge workers, Exoshuffle-CloudSort completes the 100 TB CloudSort Benchmark (Indy category) in 5378 seconds, with an average total cost of $97.
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