Fiodar Kazhamiaka | DeepAI

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∙ 10/22/2021

Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP

Resource allocation problems in many computer systems can be formulated ...

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∙ 04/13/2021

Don't Give Up on Large Optimization Problems; POP Them!

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∙ 04/01/2021

Allocation of Fungible Resources via a Fast, Scalable Price Discovery Method

We consider the problem of assigning or allocating resources to a set of...

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research

∙ 08/20/2020

Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads

Specialized accelerators such as GPUs, TPUs, FPGAs, and custom ASICs hav...

0 Deepak Narayanan, et al. ∙