activity
20232025
most citedHiDP: Hierarchical DNN Partitioning for Distributed Inference on Heterogeneous Edge Platforms

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.DCShow all

2 papers · 1 filter

cs.DC2024★ 1 cited

HiDP: Hierarchical DNN Partitioning for Distributed Inference on Heterogeneous Edge Platforms

Zain Taufique, Aman Vyas, Antonio Miele +2

Edge inference techniques partition and distribute Deep Neural Network (DNN) inference tasks among multiple edge nodes for low latency inference, without considering the core-level…

cs.DC2023

Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms

Zain Taufique, Antonio Miele, Pasi Liljeberg +1

DNN inference can be accelerated by distributing the workload among a cluster of collaborative edge nodes. Heterogeneity among edge devices and accuracy-performance trade-offs of D…