no code implementations • 14 Nov 2022 • SM Zobaed, Ali Mokhtari, Jaya Prakash Champati, Mathieu Kourouma, Mohsen Amini Salehi
We propose an efficient NN model management framework, called Edge-MultiAI, that ushers the NN models of the DL applications into the edge memory such that the degree of multi-tenancy and the number of warm-starts are maximized.
1 code implementation • 31 May 2022 • Ali Mokhtari, Md Abir Hossen, Pooyan Jamshidi, Mohsen Amini Salehi
The challenge is to allocate user requests for different ML applications on the Heterogeneous Edge Computing Systems (HEC) with respect to both the energy and latency constraints of these systems.