ApproxDNN: Incentivizing DNN Approximation in Cloud

Seyed Morteza Nabavinejad
Seyed Morteza Nabavinejad
Lena Mashayekhy
Lena Mashayekhy

2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), pp. 639-648, 2020.

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Abstract:

Service providers leverage discounted prices of reserved instances offered by cloud providers to amortize their operational costs. They reserve a certain number of instances to cover a significant portion of their computing resource requirements, and further employ on-demand instances to cover remaining requirements not satisfied by the r...More

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