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Proteus: agile ML elasticity through tiered reliability in dynamic resource markets Proteus: agile ML elasticity through tiered reliability in dynamic resource markets

Proteus: agile ML elasticity through tiered reliability in dynamic resource markets - PowerPoint Presentation

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Uploaded On 2018-11-25

Proteus: agile ML elasticity through tiered reliability in dynamic resource markets - PPT Presentation

Aaron Harlap Alexey Tumanov Andrew Chung Greg Ganger Phil Gibbons Overview Motivation for elasticity in ML How to make Parameter Servers Elastic AgileML How to take advantage of Elasticity ID: 733836

agileml bidbrain demand resources bidbrain agileml resources demand proteus elasticity bid cost instances spot worker expected price reliable market

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