1 code implementation • 24 Aug 2023 • Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
Model variants are different versions of pre-trained models for the same deep learning task with variations in resource requirements, latency, and accuracy.
1 code implementation • EuroMLSys 2023 • Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
Adapting to dynamic workloads considering all the pillars of accuracy, latency, and resource cost is challenging.
no code implementations • 28 Aug 2022 • Saeid Ghafouri, Seyed Hossein Khasteh, Seyed Omid Azarkasb
Most of the methods proposed to improve this complexity are based on the assumption that the entire graph is visible.
no code implementations • 28 Aug 2022 • Zahra Ghorbani, Seyed Hossein Khasteh, Saeid Ghafouri
We define a new centrality measure as a social influence metric based on both influence and conformity.