Task‐aware swapping for efficient DNN inference on DRAM‐constrained edge systems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22933
Abstract: Object detection at the edge side is a common task in various environments. The deployment of convolutional neural networks in intelligent edge systems is very challenging because of the highly constrained main‐memory space. This study… read more here.
Keywords: systems task; edge systems; task; task aware ... See more keywords
Exploiting Stragglers in Distributed Computing Systems With Task Grouping
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2024.3495513
Abstract: We consider the problem of stragglers in distributed computing systems. Stragglers, which are compute nodes that unpredictably slow down, often increase the completion times of tasks. One common approach to mitigating stragglers is work replication,… read more here.
Keywords: stragglers distributed; distributed computing; computing systems; systems task ... See more keywords